WEBVTT Kind: captions Language: en 00:00:04.860 --> 00:00:13.610 align:start position:0% thank<00:00:04.980> you 00:00:13.610 --> 00:00:13.620 align:start position:0% 00:00:13.620 --> 00:00:16.010 align:start position:0% hello<00:00:14.160> everybody<00:00:14.400> I'm<00:00:14.880> Alexi<00:00:15.299> krabrov<00:00:15.839> the 00:00:16.010 --> 00:00:16.020 align:start position:0% hello everybody I'm Alexi krabrov the 00:00:16.020 --> 00:00:19.189 align:start position:0% hello everybody I'm Alexi krabrov the organizer<00:00:16.560> of<00:00:16.859> SF<00:00:17.220> text<00:00:17.460> and<00:00:18.359> here<00:00:18.539> we<00:00:18.720> are<00:00:18.900> on 00:00:19.189 --> 00:00:19.199 align:start position:0% organizer of SF text and here we are on 00:00:19.199 --> 00:00:21.050 align:start position:0% organizer of SF text and here we are on location<00:00:19.440> at<00:00:20.039> Groupon 00:00:21.050 --> 00:00:21.060 align:start position:0% location at Groupon 00:00:21.060 --> 00:00:23.689 align:start position:0% location at Groupon and<00:00:21.539> today<00:00:21.720> we<00:00:21.960> have<00:00:22.080> a<00:00:22.260> meetup<00:00:22.560> on<00:00:22.980> ontologies 00:00:23.689 --> 00:00:23.699 align:start position:0% and today we have a meetup on ontologies 00:00:23.699 --> 00:00:25.790 align:start position:0% and today we have a meetup on ontologies which<00:00:24.420> are<00:00:24.660> very<00:00:24.779> important<00:00:25.140> any<00:00:25.439> kind<00:00:25.619> of 00:00:25.790 --> 00:00:25.800 align:start position:0% which are very important any kind of 00:00:25.800 --> 00:00:28.550 align:start position:0% which are very important any kind of organization<00:00:26.699> of<00:00:26.939> text<00:00:27.119> and<00:00:27.599> here<00:00:27.779> was<00:00:28.080> we 00:00:28.550 --> 00:00:28.560 align:start position:0% organization of text and here was we 00:00:28.560 --> 00:00:31.429 align:start position:0% organization of text and here was we have<00:00:28.680> Jay<00:00:29.099> Wacker<00:00:29.640> Anthology<00:00:30.359> architect<00:00:30.900> from 00:00:31.429 --> 00:00:31.439 align:start position:0% have Jay Wacker Anthology architect from 00:00:31.439 --> 00:00:34.069 align:start position:0% have Jay Wacker Anthology architect from Cora<00:00:31.920> hi<00:00:32.460> Jay<00:00:32.700> hello<00:00:33.059> it's<00:00:33.420> great<00:00:33.660> to<00:00:33.840> have<00:00:33.899> you 00:00:34.069 --> 00:00:34.079 align:start position:0% Cora hi Jay hello it's great to have you 00:00:34.079 --> 00:00:35.750 align:start position:0% Cora hi Jay hello it's great to have you thank<00:00:34.440> you<00:00:34.559> very<00:00:34.620> much<00:00:34.800> for<00:00:34.920> having<00:00:35.100> me<00:00:35.280> uh 00:00:35.750 --> 00:00:35.760 align:start position:0% thank you very much for having me uh 00:00:35.760 --> 00:00:37.250 align:start position:0% thank you very much for having me uh maybe<00:00:36.000> first<00:00:36.360> you<00:00:36.540> can<00:00:36.660> tell<00:00:36.780> us<00:00:36.899> a<00:00:37.079> little<00:00:37.140> bit 00:00:37.250 --> 00:00:37.260 align:start position:0% maybe first you can tell us a little bit 00:00:37.260 --> 00:00:41.990 align:start position:0% maybe first you can tell us a little bit about<00:00:37.620> what<00:00:38.399> are<00:00:38.579> the<00:00:38.760> ontologies<00:00:39.420> and<00:00:40.200> uh<00:00:41.000> why 00:00:41.990 --> 00:00:42.000 align:start position:0% about what are the ontologies and uh why 00:00:42.000 --> 00:00:43.850 align:start position:0% about what are the ontologies and uh why corn<00:00:42.300> is<00:00:42.540> this<00:00:42.719> anthologist 00:00:43.850 --> 00:00:43.860 align:start position:0% corn is this anthologist 00:00:43.860 --> 00:00:47.270 align:start position:0% corn is this anthologist well<00:00:44.579> so<00:00:44.940> quora<00:00:45.420> since<00:00:45.840> his<00:00:46.079> Inception<00:00:46.860> has 00:00:47.270 --> 00:00:47.280 align:start position:0% well so quora since his Inception has 00:00:47.280 --> 00:00:50.690 align:start position:0% well so quora since his Inception has had<00:00:47.640> a<00:00:47.940> very<00:00:48.660> extensive<00:00:49.020> topic<00:00:49.440> base<00:00:49.620> and<00:00:50.520> the 00:00:50.690 --> 00:00:50.700 align:start position:0% had a very extensive topic base and the 00:00:50.700 --> 00:00:52.729 align:start position:0% had a very extensive topic base and the ontology<00:00:51.120> forms<00:00:51.719> the<00:00:51.840> organization<00:00:52.379> and 00:00:52.729 --> 00:00:52.739 align:start position:0% ontology forms the organization and 00:00:52.739 --> 00:00:55.790 align:start position:0% ontology forms the organization and understanding<00:00:53.340> of<00:00:53.879> the<00:00:54.239> these<00:00:54.780> topics<00:00:55.079> this 00:00:55.790 --> 00:00:55.800 align:start position:0% understanding of the these topics this 00:00:55.800 --> 00:00:57.889 align:start position:0% understanding of the these topics this is<00:00:55.920> used<00:00:56.100> uh<00:00:56.820> very<00:00:57.000> critically<00:00:57.300> at<00:00:57.539> the<00:00:57.719> heart 00:00:57.889 --> 00:00:57.899 align:start position:0% is used uh very critically at the heart 00:00:57.899 --> 00:01:00.590 align:start position:0% is used uh very critically at the heart of<00:00:58.500> uh<00:00:59.160> the<00:00:59.399> whole<00:00:59.520> quora<00:01:00.000> question<00:01:00.300> and 00:01:00.590 --> 00:01:00.600 align:start position:0% of uh the whole quora question and 00:01:00.600 --> 00:01:03.349 align:start position:0% of uh the whole quora question and answer<00:01:00.840> system<00:01:01.760> used<00:01:02.760> in<00:01:03.000> many<00:01:03.180> different 00:01:03.349 --> 00:01:03.359 align:start position:0% answer system used in many different 00:01:03.359 --> 00:01:07.010 align:start position:0% answer system used in many different facets<00:01:04.040> and<00:01:05.040> so<00:01:05.280> I'm<00:01:06.240> the<00:01:06.420> person<00:01:06.540> in<00:01:06.840> charge 00:01:07.010 --> 00:01:07.020 align:start position:0% facets and so I'm the person in charge 00:01:07.020 --> 00:01:10.730 align:start position:0% facets and so I'm the person in charge of<00:01:07.380> the<00:01:07.920> uh<00:01:08.280> the<00:01:08.880> curation<00:01:09.240> of<00:01:09.600> the<00:01:09.840> topics<00:01:10.439> the 00:01:10.730 --> 00:01:10.740 align:start position:0% of the uh the curation of the topics the 00:01:10.740 --> 00:01:13.250 align:start position:0% of the uh the curation of the topics the structure<00:01:11.280> the<00:01:11.760> the<00:01:12.060> philosophy<00:01:12.720> and<00:01:12.900> theory 00:01:13.250 --> 00:01:13.260 align:start position:0% structure the the philosophy and theory 00:01:13.260 --> 00:01:16.010 align:start position:0% structure the the philosophy and theory behind<00:01:13.740> the<00:01:13.920> structure<00:01:14.540> and<00:01:15.540> also<00:01:15.780> the 00:01:16.010 --> 00:01:16.020 align:start position:0% behind the structure and also the 00:01:16.020 --> 00:01:17.270 align:start position:0% behind the structure and also the systems<00:01:16.500> and<00:01:16.740> how<00:01:16.860> we're<00:01:16.979> going<00:01:17.100> to<00:01:17.220> be 00:01:17.270 --> 00:01:17.280 align:start position:0% systems and how we're going to be 00:01:17.280 --> 00:01:20.109 align:start position:0% systems and how we're going to be building<00:01:17.580> it<00:01:18.240> out<00:01:18.420> going<00:01:18.600> into<00:01:18.720> the<00:01:18.960> future 00:01:20.109 --> 00:01:20.119 align:start position:0% building it out going into the future 00:01:20.119 --> 00:01:23.270 align:start position:0% building it out going into the future uh<00:01:21.119> uh<00:01:21.600> we<00:01:21.900> talked<00:01:22.439> before<00:01:22.560> and<00:01:22.799> I<00:01:22.979> know<00:01:23.100> that 00:01:23.270 --> 00:01:23.280 align:start position:0% uh uh we talked before and I know that 00:01:23.280 --> 00:01:25.910 align:start position:0% uh uh we talked before and I know that you<00:01:23.460> are<00:01:23.700> also<00:01:24.000> a<00:01:24.180> professor<00:01:24.840> of<00:01:25.020> physics<00:01:25.680> at 00:01:25.910 --> 00:01:25.920 align:start position:0% you are also a professor of physics at 00:01:25.920 --> 00:01:28.609 align:start position:0% you are also a professor of physics at Stanford<00:01:26.460> University<00:01:27.020> and<00:01:28.020> I<00:01:28.259> used<00:01:28.380> to<00:01:28.500> be 00:01:28.609 --> 00:01:28.619 align:start position:0% Stanford University and I used to be 00:01:28.619 --> 00:01:30.469 align:start position:0% Stanford University and I used to be physicists<00:01:29.100> as<00:01:29.580> well<00:01:29.700> in<00:01:29.880> my<00:01:30.000> previous<00:01:30.180> life 00:01:30.469 --> 00:01:30.479 align:start position:0% physicists as well in my previous life 00:01:30.479 --> 00:01:33.530 align:start position:0% physicists as well in my previous life so<00:01:30.920> I<00:01:31.920> wonder<00:01:32.040> how<00:01:32.520> does<00:01:32.759> one<00:01:33.060> move<00:01:33.299> from 00:01:33.530 --> 00:01:33.540 align:start position:0% so I wonder how does one move from 00:01:33.540 --> 00:01:36.649 align:start position:0% so I wonder how does one move from physics<00:01:33.900> into<00:01:34.080> ontologies<00:01:34.740> and<00:01:35.220> how<00:01:36.119> what<00:01:36.540> is 00:01:36.649 --> 00:01:36.659 align:start position:0% physics into ontologies and how what is 00:01:36.659 --> 00:01:38.749 align:start position:0% physics into ontologies and how what is your<00:01:36.900> interest<00:01:37.079> in<00:01:37.320> the<00:01:37.439> anthologies 00:01:38.749 --> 00:01:38.759 align:start position:0% your interest in the anthologies 00:01:38.759 --> 00:01:42.350 align:start position:0% your interest in the anthologies well<00:01:39.360> I've<00:01:39.960> always<00:01:40.259> loved<00:01:40.740> structure<00:01:41.220> and<00:01:42.180> as 00:01:42.350 --> 00:01:42.360 align:start position:0% well I've always loved structure and as 00:01:42.360 --> 00:01:44.270 align:start position:0% well I've always loved structure and as a<00:01:42.540> physicist<00:01:42.900> that's<00:01:43.140> what<00:01:43.500> you're<00:01:43.740> sort<00:01:44.159> of 00:01:44.270 --> 00:01:44.280 align:start position:0% a physicist that's what you're sort of 00:01:44.280 --> 00:01:46.789 align:start position:0% a physicist that's what you're sort of brought<00:01:44.579> up<00:01:44.700> to<00:01:45.180> understand<00:01:45.420> and<00:01:45.840> to 00:01:46.789 --> 00:01:46.799 align:start position:0% brought up to understand and to 00:01:46.799 --> 00:01:48.350 align:start position:0% brought up to understand and to um<00:01:46.860> to<00:01:47.100> think<00:01:47.280> in<00:01:47.579> terms<00:01:47.759> of<00:01:47.820> what<00:01:48.119> are<00:01:48.240> the 00:01:48.350 --> 00:01:48.360 align:start position:0% um to think in terms of what are the 00:01:48.360 --> 00:01:51.230 align:start position:0% um to think in terms of what are the different<00:01:48.479> structures<00:01:49.020> of<00:01:49.799> uh<00:01:50.100> nature<00:01:50.759> of<00:01:50.939> of 00:01:51.230 --> 00:01:51.240 align:start position:0% different structures of uh nature of of 00:01:51.240 --> 00:01:53.870 align:start position:0% different structures of uh nature of of laws<00:01:51.780> as<00:01:52.079> a<00:01:52.320> theoretical<00:01:52.920> part<00:01:53.220> of<00:01:53.399> particle 00:01:53.870 --> 00:01:53.880 align:start position:0% laws as a theoretical part of particle 00:01:53.880 --> 00:01:56.270 align:start position:0% laws as a theoretical part of particle physicist<00:01:54.299> I<00:01:55.079> studied<00:01:55.439> the<00:01:55.560> laws<00:01:55.860> of<00:01:55.979> nature 00:01:56.270 --> 00:01:56.280 align:start position:0% physicist I studied the laws of nature 00:01:56.280 --> 00:01:57.889 align:start position:0% physicist I studied the laws of nature now 00:01:57.889 --> 00:01:57.899 align:start position:0% now 00:01:57.899 --> 00:01:58.609 align:start position:0% now um 00:01:58.609 --> 00:01:58.619 align:start position:0% um 00:01:58.619 --> 00:02:02.450 align:start position:0% um there's<00:01:59.579> a<00:01:59.820> lot<00:01:59.880> of<00:02:00.000> philosophy<00:02:00.780> in<00:02:01.619> that<00:02:01.799> and 00:02:02.450 --> 00:02:02.460 align:start position:0% there's a lot of philosophy in that and 00:02:02.460 --> 00:02:04.130 align:start position:0% there's a lot of philosophy in that and you<00:02:02.820> know<00:02:02.939> that<00:02:03.180> a<00:02:03.299> lot<00:02:03.420> of<00:02:03.479> that<00:02:03.600> carries<00:02:03.899> over 00:02:04.130 --> 00:02:04.140 align:start position:0% you know that a lot of that carries over 00:02:04.140 --> 00:02:05.289 align:start position:0% you know that a lot of that carries over into 00:02:05.289 --> 00:02:05.299 align:start position:0% into 00:02:05.299 --> 00:02:08.449 align:start position:0% into the<00:02:06.299> structure<00:02:06.719> of<00:02:07.259> essentially<00:02:07.619> ideas<00:02:08.039> and 00:02:08.449 --> 00:02:08.459 align:start position:0% the structure of essentially ideas and 00:02:08.459 --> 00:02:09.949 align:start position:0% the structure of essentially ideas and Concepts 00:02:09.949 --> 00:02:09.959 align:start position:0% Concepts 00:02:09.959 --> 00:02:12.470 align:start position:0% Concepts um<00:02:10.020> and<00:02:10.319> so<00:02:10.560> it's<00:02:11.039> uh<00:02:11.819> was<00:02:12.120> a<00:02:12.180> very<00:02:12.300> natural 00:02:12.470 --> 00:02:12.480 align:start position:0% um and so it's uh was a very natural 00:02:12.480 --> 00:02:15.229 align:start position:0% um and so it's uh was a very natural transition<00:02:12.959> and<00:02:13.379> then<00:02:13.560> on<00:02:13.860> top<00:02:14.040> of<00:02:14.220> it<00:02:14.280> I<00:02:14.580> was<00:02:14.940> a 00:02:15.229 --> 00:02:15.239 align:start position:0% transition and then on top of it I was a 00:02:15.239 --> 00:02:17.630 align:start position:0% transition and then on top of it I was a long<00:02:15.480> time<00:02:15.660> core<00:02:16.200> user<00:02:16.620> a<00:02:16.739> lover<00:02:16.980> of<00:02:17.160> it<00:02:17.340> and 00:02:17.630 --> 00:02:17.640 align:start position:0% long time core user a lover of it and 00:02:17.640 --> 00:02:19.910 align:start position:0% long time core user a lover of it and knew<00:02:18.180> the<00:02:18.239> team<00:02:18.420> very<00:02:18.660> well 00:02:19.910 --> 00:02:19.920 align:start position:0% knew the team very well 00:02:19.920 --> 00:02:21.770 align:start position:0% knew the team very well um<00:02:20.040> and<00:02:20.280> so<00:02:20.520> it<00:02:20.700> was<00:02:20.879> just<00:02:21.000> a<00:02:21.180> very<00:02:21.300> natural 00:02:21.770 --> 00:02:21.780 align:start position:0% um and so it was just a very natural 00:02:21.780 --> 00:02:23.809 align:start position:0% um and so it was just a very natural transition<00:02:22.319> that<00:02:22.800> uh<00:02:23.040> went<00:02:23.459> off<00:02:23.640> pretty 00:02:23.809 --> 00:02:23.819 align:start position:0% transition that uh went off pretty 00:02:23.819 --> 00:02:24.830 align:start position:0% transition that uh went off pretty seamlessly 00:02:24.830 --> 00:02:24.840 align:start position:0% seamlessly 00:02:24.840 --> 00:02:27.470 align:start position:0% seamlessly uh<00:02:25.739> so<00:02:25.920> that's<00:02:26.099> great<00:02:26.280> to<00:02:26.459> hear<00:02:26.580> because<00:02:26.760> folks 00:02:27.470 --> 00:02:27.480 align:start position:0% uh so that's great to hear because folks 00:02:27.480 --> 00:02:29.809 align:start position:0% uh so that's great to hear because folks say<00:02:27.959> that<00:02:28.200> core<00:02:28.440> Scientology<00:02:29.160> is<00:02:29.340> one<00:02:29.580> of<00:02:29.700> the 00:02:29.809 --> 00:02:29.819 align:start position:0% say that core Scientology is one of the 00:02:29.819 --> 00:02:33.050 align:start position:0% say that core Scientology is one of the best<00:02:30.140> analogous<00:02:31.140> in<00:02:31.379> in<00:02:31.500> industry<00:02:32.040> and<00:02:32.340> we<00:02:32.879> all 00:02:33.050 --> 00:02:33.060 align:start position:0% best analogous in in industry and we all 00:02:33.060 --> 00:02:35.210 align:start position:0% best analogous in in industry and we all know<00:02:33.180> that<00:02:33.480> in<00:02:33.900> almost<00:02:34.140> any<00:02:34.620> website<00:02:34.980> you<00:02:35.099> go 00:02:35.210 --> 00:02:35.220 align:start position:0% know that in almost any website you go 00:02:35.220 --> 00:02:37.190 align:start position:0% know that in almost any website you go to<00:02:35.340> it<00:02:35.520> has<00:02:35.700> some<00:02:35.940> kind<00:02:36.060> of<00:02:36.120> analogy<00:02:37.080> it's 00:02:37.190 --> 00:02:37.200 align:start position:0% to it has some kind of analogy it's 00:02:37.200 --> 00:02:39.110 align:start position:0% to it has some kind of analogy it's usually<00:02:37.500> you<00:02:37.680> know<00:02:37.739> it<00:02:37.920> has<00:02:37.980> sections<00:02:38.520> or<00:02:38.819> if 00:02:39.110 --> 00:02:39.120 align:start position:0% usually you know it has sections or if 00:02:39.120 --> 00:02:40.610 align:start position:0% usually you know it has sections or if it's<00:02:39.239> Amazon<00:02:39.480> it<00:02:39.780> has<00:02:39.900> different<00:02:40.140> products 00:02:40.610 --> 00:02:40.620 align:start position:0% it's Amazon it has different products 00:02:40.620 --> 00:02:43.130 align:start position:0% it's Amazon it has different products and<00:02:40.800> so<00:02:40.920> forth<00:02:41.220> and<00:02:42.000> a<00:02:42.480> lot<00:02:42.540> of<00:02:42.660> them<00:02:42.780> are<00:02:43.019> kind 00:02:43.130 --> 00:02:43.140 align:start position:0% and so forth and a lot of them are kind 00:02:43.140 --> 00:02:45.050 align:start position:0% and so forth and a lot of them are kind of<00:02:43.260> at<00:02:43.379> whole<00:02:43.620> creations<00:02:44.160> and<00:02:44.459> people<00:02:44.700> just 00:02:45.050 --> 00:02:45.060 align:start position:0% of at whole creations and people just 00:02:45.060 --> 00:02:46.970 align:start position:0% of at whole creations and people just you<00:02:45.300> know<00:02:45.360> sit<00:02:45.720> in<00:02:45.959> the<00:02:46.080> room<00:02:46.200> and<00:02:46.379> they<00:02:46.620> decide 00:02:46.970 --> 00:02:46.980 align:start position:0% you know sit in the room and they decide 00:02:46.980 --> 00:02:48.949 align:start position:0% you know sit in the room and they decide these<00:02:47.340> are<00:02:47.400> going<00:02:47.519> to<00:02:47.640> be<00:02:47.760> the<00:02:48.060> the<00:02:48.360> layers<00:02:48.720> so 00:02:48.949 --> 00:02:48.959 align:start position:0% these are going to be the the layers so 00:02:48.959 --> 00:02:50.750 align:start position:0% these are going to be the the layers so you<00:02:49.080> have<00:02:49.319> some<00:02:49.500> kind<00:02:49.680> of<00:02:49.739> drop<00:02:49.920> down<00:02:50.160> menus<00:02:50.580> on 00:02:50.750 --> 00:02:50.760 align:start position:0% you have some kind of drop down menus on 00:02:50.760 --> 00:02:51.970 align:start position:0% you have some kind of drop down menus on sites<00:02:51.120> and<00:02:51.300> you<00:02:51.420> know<00:02:51.540> have<00:02:51.720> different 00:02:51.970 --> 00:02:51.980 align:start position:0% sites and you know have different 00:02:51.980 --> 00:02:54.290 align:start position:0% sites and you know have different categories<00:02:52.980> of<00:02:53.160> Industries<00:02:53.640> right<00:02:54.000> and<00:02:54.180> it's 00:02:54.290 --> 00:02:54.300 align:start position:0% categories of Industries right and it's 00:02:54.300 --> 00:02:56.570 align:start position:0% categories of Industries right and it's it<00:02:54.480> all<00:02:54.660> seems<00:02:54.900> very<00:02:55.019> at<00:02:55.260> hawkish<00:02:55.560> so<00:02:56.220> you<00:02:56.459> know 00:02:56.570 --> 00:02:56.580 align:start position:0% it all seems very at hawkish so you know 00:02:56.580 --> 00:02:58.550 align:start position:0% it all seems very at hawkish so you know as<00:02:56.819> a<00:02:57.000> scientist<00:02:57.239> I<00:02:57.420> was<00:02:57.540> always<00:02:57.900> wondering 00:02:58.550 --> 00:02:58.560 align:start position:0% as a scientist I was always wondering 00:02:58.560 --> 00:03:01.250 align:start position:0% as a scientist I was always wondering you<00:02:59.099> know<00:02:59.220> is<00:02:59.580> there<00:02:59.819> like<00:03:00.060> a<00:03:00.360> uh<00:03:00.599> you<00:03:00.780> know<00:03:00.840> is 00:03:01.250 --> 00:03:01.260 align:start position:0% you know is there like a uh you know is 00:03:01.260 --> 00:03:03.830 align:start position:0% you know is there like a uh you know is there<00:03:01.379> any<00:03:01.560> good<00:03:01.860> scientific<00:03:02.220> way<00:03:02.459> so<00:03:02.760> so<00:03:03.120> from 00:03:03.830 --> 00:03:03.840 align:start position:0% there any good scientific way so so from 00:03:03.840 --> 00:03:05.990 align:start position:0% there any good scientific way so so from your<00:03:04.019> experience<00:03:04.440> do<00:03:04.800> you<00:03:04.920> think<00:03:05.099> that<00:03:05.459> you 00:03:05.990 --> 00:03:06.000 align:start position:0% your experience do you think that you 00:03:06.000 --> 00:03:08.930 align:start position:0% your experience do you think that you know<00:03:06.120> uh<00:03:06.900> there<00:03:07.140> is<00:03:07.379> kind<00:03:07.620> of<00:03:07.739> uh<00:03:08.519> the<00:03:08.819> right 00:03:08.930 --> 00:03:08.940 align:start position:0% know uh there is kind of uh the right 00:03:08.940 --> 00:03:10.550 align:start position:0% know uh there is kind of uh the right algorithmic<00:03:09.599> way<00:03:09.780> to<00:03:09.959> create<00:03:10.080> an<00:03:10.260> anthology 00:03:10.550 --> 00:03:10.560 align:start position:0% algorithmic way to create an anthology 00:03:10.560 --> 00:03:12.290 align:start position:0% algorithmic way to create an anthology or<00:03:10.800> is<00:03:10.980> it<00:03:11.099> you<00:03:11.340> know<00:03:11.459> is<00:03:11.640> it<00:03:11.760> is<00:03:11.879> it<00:03:12.060> possible 00:03:12.290 --> 00:03:12.300 align:start position:0% or is it you know is it is it possible 00:03:12.300 --> 00:03:13.610 align:start position:0% or is it you know is it is it possible to<00:03:12.420> have<00:03:12.540> different<00:03:12.720> kind<00:03:12.959> of<00:03:13.080> antologies<00:03:13.500> in 00:03:13.610 --> 00:03:13.620 align:start position:0% to have different kind of antologies in 00:03:13.620 --> 00:03:15.350 align:start position:0% to have different kind of antologies in different<00:03:13.800> spaces<00:03:14.280> and<00:03:14.580> it's<00:03:14.700> kind<00:03:15.000> of<00:03:15.120> not 00:03:15.350 --> 00:03:15.360 align:start position:0% different spaces and it's kind of not 00:03:15.360 --> 00:03:17.470 align:start position:0% different spaces and it's kind of not well<00:03:15.659> defined<00:03:16.140> problem 00:03:17.470 --> 00:03:17.480 align:start position:0% well defined problem 00:03:17.480 --> 00:03:21.170 align:start position:0% well defined problem so<00:03:18.860> ontology<00:03:19.860> from<00:03:20.220> my<00:03:20.400> uh<00:03:20.519> reading<00:03:20.879> of<00:03:21.000> both 00:03:21.170 --> 00:03:21.180 align:start position:0% so ontology from my uh reading of both 00:03:21.180 --> 00:03:22.729 align:start position:0% so ontology from my uh reading of both the<00:03:21.360> philosophy<00:03:22.140> and<00:03:22.260> the<00:03:22.440> information 00:03:22.729 --> 00:03:22.739 align:start position:0% the philosophy and the information 00:03:22.739 --> 00:03:25.130 align:start position:0% the philosophy and the information science<00:03:23.220> literature<00:03:24.060> is<00:03:24.180> that<00:03:24.480> it's<00:03:24.599> not<00:03:24.959> a 00:03:25.130 --> 00:03:25.140 align:start position:0% science literature is that it's not a 00:03:25.140 --> 00:03:28.250 align:start position:0% science literature is that it's not a it's<00:03:25.680> not<00:03:25.860> a<00:03:26.040> finished<00:03:26.220> science 00:03:28.250 --> 00:03:28.260 align:start position:0% it's not a finished science 00:03:28.260 --> 00:03:29.509 align:start position:0% it's not a finished science however 00:03:29.509 --> 00:03:29.519 align:start position:0% however 00:03:29.519 --> 00:03:30.770 align:start position:0% however um there<00:03:29.819> are<00:03:29.940> structures<00:03:30.360> that<00:03:30.540> you<00:03:30.659> can 00:03:30.770 --> 00:03:30.780 align:start position:0% um there are structures that you can 00:03:30.780 --> 00:03:34.190 align:start position:0% um there are structures that you can impose<00:03:31.080> upon<00:03:31.680> different<00:03:32.159> sectors<00:03:32.580> of<00:03:33.060> uh<00:03:33.540> of 00:03:34.190 --> 00:03:34.200 align:start position:0% impose upon different sectors of uh of 00:03:34.200 --> 00:03:37.009 align:start position:0% impose upon different sectors of uh of the<00:03:34.620> uh<00:03:34.920> knowledge<00:03:35.340> space<00:03:35.580> and<00:03:36.239> so<00:03:36.360> in<00:03:36.599> quora 00:03:37.009 --> 00:03:37.019 align:start position:0% the uh knowledge space and so in quora 00:03:37.019 --> 00:03:38.869 align:start position:0% the uh knowledge space and so in quora you<00:03:37.200> know<00:03:37.319> we<00:03:37.560> aim<00:03:37.920> to<00:03:38.040> cover<00:03:38.220> all<00:03:38.519> of<00:03:38.700> human 00:03:38.869 --> 00:03:38.879 align:start position:0% you know we aim to cover all of human 00:03:38.879 --> 00:03:42.289 align:start position:0% you know we aim to cover all of human knowledge<00:03:39.360> so<00:03:39.659> it's<00:03:39.840> a<00:03:40.140> a<00:03:40.620> globally<00:03:41.340> uh<00:03:41.940> a 00:03:42.289 --> 00:03:42.299 align:start position:0% knowledge so it's a a globally uh a 00:03:42.299 --> 00:03:45.530 align:start position:0% knowledge so it's a a globally uh a global<00:03:42.659> ontology<00:03:43.019> similar<00:03:43.560> to<00:03:43.680> say<00:03:44.299> uh<00:03:45.299> you 00:03:45.530 --> 00:03:45.540 align:start position:0% global ontology similar to say uh you 00:03:45.540 --> 00:03:48.949 align:start position:0% global ontology similar to say uh you know<00:03:45.659> dbpd<00:03:46.319> of<00:03:46.500> wikipedias<00:03:47.159> uh<00:03:48.060> um<00:03:48.180> derived 00:03:48.949 --> 00:03:48.959 align:start position:0% know dbpd of wikipedias uh um derived 00:03:48.959 --> 00:03:50.990 align:start position:0% know dbpd of wikipedias uh um derived ontology 00:03:50.990 --> 00:03:51.000 align:start position:0% ontology 00:03:51.000 --> 00:03:53.089 align:start position:0% ontology um and<00:03:51.959> so 00:03:53.089 --> 00:03:53.099 align:start position:0% um and so 00:03:53.099 --> 00:03:55.250 align:start position:0% um and so from<00:03:53.760> having<00:03:54.120> you<00:03:54.480> know<00:03:54.540> structures<00:03:54.959> in<00:03:55.140> place 00:03:55.250 --> 00:03:55.260 align:start position:0% from having you know structures in place 00:03:55.260 --> 00:03:58.430 align:start position:0% from having you know structures in place we<00:03:55.500> can<00:03:55.620> actually<00:03:55.799> uh<00:03:56.879> um<00:03:56.940> make<00:03:57.780> the<00:03:58.019> ontology 00:03:58.430 --> 00:03:58.440 align:start position:0% we can actually uh um make the ontology 00:03:58.440 --> 00:04:01.449 align:start position:0% we can actually uh um make the ontology predictable<00:03:59.099> and<00:03:59.400> understandable<00:03:59.879> and 00:04:01.449 --> 00:04:01.459 align:start position:0% predictable and understandable and 00:04:01.459 --> 00:04:05.030 align:start position:0% predictable and understandable and roughly<00:04:02.459> uh<00:04:03.239> you<00:04:03.599> know<00:04:03.659> adhere<00:04:04.500> to<00:04:04.680> sort<00:04:04.920> of 00:04:05.030 --> 00:04:05.040 align:start position:0% roughly uh you know adhere to sort of 00:04:05.040 --> 00:04:07.190 align:start position:0% roughly uh you know adhere to sort of the<00:04:05.159> the<00:04:05.340> the<00:04:05.420> intuitive<00:04:06.420> Notions<00:04:06.840> that<00:04:07.019> you 00:04:07.190 --> 00:04:07.200 align:start position:0% the the the intuitive Notions that you 00:04:07.200 --> 00:04:08.750 align:start position:0% the the the intuitive Notions that you would<00:04:07.319> hope<00:04:07.739> for<00:04:07.860> so<00:04:08.099> quora's<00:04:08.519> ontology 00:04:08.750 --> 00:04:08.760 align:start position:0% would hope for so quora's ontology 00:04:08.760 --> 00:04:10.729 align:start position:0% would hope for so quora's ontology historically<00:04:09.360> has<00:04:09.599> been<00:04:09.720> Community<00:04:10.140> Driven 00:04:10.729 --> 00:04:10.739 align:start position:0% historically has been Community Driven 00:04:10.739 --> 00:04:12.410 align:start position:0% historically has been Community Driven and<00:04:10.920> community-based 00:04:12.410 --> 00:04:12.420 align:start position:0% and community-based 00:04:12.420 --> 00:04:14.690 align:start position:0% and community-based um and<00:04:12.720> so<00:04:13.019> one<00:04:13.920> of<00:04:14.040> the<00:04:14.099> challenges<00:04:14.400> there<00:04:14.580> is 00:04:14.690 --> 00:04:14.700 align:start position:0% um and so one of the challenges there is 00:04:14.700 --> 00:04:16.490 align:start position:0% um and so one of the challenges there is that<00:04:14.879> we<00:04:15.000> need<00:04:15.120> to<00:04:15.239> like<00:04:15.420> make<00:04:15.900> the<00:04:16.139> ontology 00:04:16.490 --> 00:04:16.500 align:start position:0% that we need to like make the ontology 00:04:16.500 --> 00:04:18.650 align:start position:0% that we need to like make the ontology both<00:04:16.919> complete<00:04:17.519> and<00:04:17.880> predictable<00:04:18.359> while 00:04:18.650 --> 00:04:18.660 align:start position:0% both complete and predictable while 00:04:18.660 --> 00:04:22.129 align:start position:0% both complete and predictable while maintaining<00:04:19.320> the<00:04:19.739> community<00:04:20.280> uh<00:04:21.000> driven<00:04:21.720> uh 00:04:22.129 --> 00:04:22.139 align:start position:0% maintaining the community uh driven uh 00:04:22.139 --> 00:04:24.230 align:start position:0% maintaining the community uh driven uh aspect<00:04:22.500> of<00:04:22.680> it<00:04:22.800> the<00:04:22.919> the<00:04:23.100> organic<00:04:23.699> nature<00:04:24.060> of 00:04:24.230 --> 00:04:24.240 align:start position:0% aspect of it the the organic nature of 00:04:24.240 --> 00:04:27.110 align:start position:0% aspect of it the the organic nature of it<00:04:24.479> so<00:04:24.979> actually<00:04:25.979> a<00:04:26.220> lot<00:04:26.340> of<00:04:26.400> my<00:04:26.520> work<00:04:26.699> is<00:04:26.880> you 00:04:27.110 --> 00:04:27.120 align:start position:0% it so actually a lot of my work is you 00:04:27.120 --> 00:04:28.249 align:start position:0% it so actually a lot of my work is you know<00:04:27.180> interfacing<00:04:27.720> with<00:04:27.960> the<00:04:28.139> community 00:04:28.249 --> 00:04:28.259 align:start position:0% know interfacing with the community 00:04:28.259 --> 00:04:30.409 align:start position:0% know interfacing with the community making<00:04:28.680> sure<00:04:28.860> that<00:04:29.100> what<00:04:29.639> we're<00:04:29.820> how<00:04:30.240> we're 00:04:30.409 --> 00:04:30.419 align:start position:0% making sure that what we're how we're 00:04:30.419 --> 00:04:32.450 align:start position:0% making sure that what we're how we're going<00:04:30.600> forward<00:04:30.840> is<00:04:31.440> maintaining<00:04:32.100> the<00:04:32.280> core 00:04:32.450 --> 00:04:32.460 align:start position:0% going forward is maintaining the core 00:04:32.460 --> 00:04:35.710 align:start position:0% going forward is maintaining the core Anessa<00:04:33.060> of<00:04:33.240> quora<00:04:34.020> no<00:04:34.620> for<00:04:34.919> a<00:04:35.100> topic<00:04:35.340> system 00:04:35.710 --> 00:04:35.720 align:start position:0% Anessa of quora no for a topic system 00:04:35.720 --> 00:04:39.230 align:start position:0% Anessa of quora no for a topic system interesting<00:04:36.720> so<00:04:37.919> um<00:04:37.919> so<00:04:38.520> people<00:04:38.639> basically 00:04:39.230 --> 00:04:39.240 align:start position:0% interesting so um so people basically 00:04:39.240 --> 00:04:41.990 align:start position:0% interesting so um so people basically are<00:04:39.660> using<00:04:40.199> the<00:04:40.380> Anthology<00:04:40.740> to<00:04:41.520> to<00:04:41.699> find 00:04:41.990 --> 00:04:42.000 align:start position:0% are using the Anthology to to find 00:04:42.000 --> 00:04:44.030 align:start position:0% are using the Anthology to to find different<00:04:42.240> things<00:04:42.479> so<00:04:42.720> personally<00:04:43.440> so<00:04:43.860> I'm 00:04:44.030 --> 00:04:44.040 align:start position:0% different things so personally so I'm 00:04:44.040 --> 00:04:45.530 align:start position:0% different things so personally so I'm often<00:04:44.460> just<00:04:44.639> you<00:04:44.820> know<00:04:44.940> starting<00:04:45.060> to<00:04:45.300> search 00:04:45.530 --> 00:04:45.540 align:start position:0% often just you know starting to search 00:04:45.540 --> 00:04:48.650 align:start position:0% often just you know starting to search on<00:04:45.780> questions<00:04:46.020> and<00:04:46.500> I<00:04:46.680> kind<00:04:46.860> of<00:04:47.040> find<00:04:47.400> right<00:04:48.240> so 00:04:48.650 --> 00:04:48.660 align:start position:0% on questions and I kind of find right so 00:04:48.660 --> 00:04:50.210 align:start position:0% on questions and I kind of find right so I<00:04:48.780> wonder<00:04:48.900> if<00:04:49.139> you<00:04:49.320> so<00:04:49.560> if<00:04:49.680> when<00:04:49.860> you<00:04:49.979> look<00:04:50.100> at 00:04:50.210 --> 00:04:50.220 align:start position:0% I wonder if you so if when you look at 00:04:50.220 --> 00:04:53.090 align:start position:0% I wonder if you so if when you look at user<00:04:50.460> Behavior<00:04:50.940> Uh<00:04:51.900> how<00:04:52.320> many<00:04:52.440> users<00:04:52.740> do<00:04:52.979> you 00:04:53.090 --> 00:04:53.100 align:start position:0% user Behavior Uh how many users do you 00:04:53.100 --> 00:04:55.249 align:start position:0% user Behavior Uh how many users do you see<00:04:53.220> actually<00:04:53.400> are<00:04:53.699> descending<00:04:54.360> down<00:04:54.960> the 00:04:55.249 --> 00:04:55.259 align:start position:0% see actually are descending down the 00:04:55.259 --> 00:04:56.870 align:start position:0% see actually are descending down the Anthology<00:04:55.680> how<00:04:55.979> many<00:04:56.160> people<00:04:56.280> are<00:04:56.460> browsing 00:04:56.870 --> 00:04:56.880 align:start position:0% Anthology how many people are browsing 00:04:56.880 --> 00:04:59.090 align:start position:0% Anthology how many people are browsing through<00:04:57.479> the<00:04:57.600> Anthology 00:04:59.090 --> 00:04:59.100 align:start position:0% through the Anthology 00:04:59.100 --> 00:05:01.310 align:start position:0% through the Anthology um<00:04:59.160> right<00:04:59.400> now<00:04:59.520> we<00:04:59.820> actually<00:05:00.120> are<00:05:00.600> don't<00:05:01.139> have 00:05:01.310 --> 00:05:01.320 align:start position:0% um right now we actually are don't have 00:05:01.320 --> 00:05:03.230 align:start position:0% um right now we actually are don't have a<00:05:01.500> great<00:05:01.680> browse<00:05:02.100> product<00:05:02.400> so<00:05:02.759> that's<00:05:02.940> uh 00:05:03.230 --> 00:05:03.240 align:start position:0% a great browse product so that's uh 00:05:03.240 --> 00:05:04.490 align:start position:0% a great browse product so that's uh that's<00:05:03.540> something<00:05:03.660> that<00:05:03.900> we're<00:05:04.139> you<00:05:04.380> know 00:05:04.490 --> 00:05:04.500 align:start position:0% that's something that we're you know 00:05:04.500 --> 00:05:06.170 align:start position:0% that's something that we're you know working<00:05:04.680> on<00:05:04.919> and<00:05:05.280> uh 00:05:06.170 --> 00:05:06.180 align:start position:0% working on and uh 00:05:06.180 --> 00:05:08.749 align:start position:0% working on and uh um<00:05:06.300> for<00:05:06.600> the<00:05:06.720> future<00:05:06.900> so<00:05:07.440> I<00:05:07.919> don't<00:05:08.340> um<00:05:08.400> so<00:05:08.639> we 00:05:08.749 --> 00:05:08.759 align:start position:0% um for the future so I don't um so we 00:05:08.759 --> 00:05:10.730 align:start position:0% um for the future so I don't um so we don't<00:05:08.880> actually<00:05:09.060> break<00:05:09.300> that<00:05:09.479> out<00:05:09.660> right<00:05:10.020> now 00:05:10.730 --> 00:05:10.740 align:start position:0% don't actually break that out right now 00:05:10.740 --> 00:05:12.290 align:start position:0% don't actually break that out right now um<00:05:10.800> I<00:05:10.979> you<00:05:11.280> know<00:05:11.400> it's<00:05:11.520> mostly<00:05:11.820> for<00:05:12.000> the<00:05:12.120> people 00:05:12.290 --> 00:05:12.300 align:start position:0% um I you know it's mostly for the people 00:05:12.300 --> 00:05:13.550 align:start position:0% um I you know it's mostly for the people who<00:05:12.479> actually<00:05:12.660> just 00:05:13.550 --> 00:05:13.560 align:start position:0% who actually just 00:05:13.560 --> 00:05:14.990 align:start position:0% who actually just um<00:05:13.620> interested<00:05:14.100> in<00:05:14.160> different<00:05:14.400> areas<00:05:14.759> of 00:05:14.990 --> 00:05:15.000 align:start position:0% um interested in different areas of 00:05:15.000 --> 00:05:18.409 align:start position:0% um interested in different areas of knowledge<00:05:15.360> and<00:05:16.259> one<00:05:16.560> of<00:05:16.680> my<00:05:16.800> my<00:05:17.160> uh<00:05:17.699> jobs<00:05:18.060> is<00:05:18.240> to 00:05:18.409 --> 00:05:18.419 align:start position:0% knowledge and one of my my uh jobs is to 00:05:18.419 --> 00:05:19.550 align:start position:0% knowledge and one of my my uh jobs is to make<00:05:18.540> sure<00:05:18.660> that<00:05:18.780> these<00:05:18.960> different<00:05:19.080> areas<00:05:19.440> of 00:05:19.550 --> 00:05:19.560 align:start position:0% make sure that these different areas of 00:05:19.560 --> 00:05:21.230 align:start position:0% make sure that these different areas of knowledge<00:05:19.860> sort<00:05:20.040> of<00:05:20.160> have<00:05:20.340> similar 00:05:21.230 --> 00:05:21.240 align:start position:0% knowledge sort of have similar 00:05:21.240 --> 00:05:22.969 align:start position:0% knowledge sort of have similar structures<00:05:21.660> similar<00:05:22.080> philosophy<00:05:22.560> similar 00:05:22.969 --> 00:05:22.979 align:start position:0% structures similar philosophy similar 00:05:22.979 --> 00:05:25.310 align:start position:0% structures similar philosophy similar type<00:05:23.220> systems<00:05:23.880> so<00:05:24.479> that<00:05:24.720> uh<00:05:24.960> we<00:05:25.199> can 00:05:25.310 --> 00:05:25.320 align:start position:0% type systems so that uh we can 00:05:25.320 --> 00:05:26.930 align:start position:0% type systems so that uh we can understand<00:05:25.860> them<00:05:26.220> and<00:05:26.340> use<00:05:26.520> them<00:05:26.639> in<00:05:26.759> an 00:05:26.930 --> 00:05:26.940 align:start position:0% understand them and use them in an 00:05:26.940 --> 00:05:29.749 align:start position:0% understand them and use them in an intelligent<00:05:27.360> manner<00:05:28.199> um<00:05:28.259> inside<00:05:28.560> inside<00:05:29.520> the 00:05:29.749 --> 00:05:29.759 align:start position:0% intelligent manner um inside inside the 00:05:29.759 --> 00:05:32.689 align:start position:0% intelligent manner um inside inside the Predator<00:05:30.060> quora<00:05:30.539> so<00:05:31.320> uh<00:05:31.740> this<00:05:31.919> is<00:05:32.100> Rousey<00:05:32.520> you 00:05:32.689 --> 00:05:32.699 align:start position:0% Predator quora so uh this is Rousey you 00:05:32.699 --> 00:05:34.990 align:start position:0% Predator quora so uh this is Rousey you would<00:05:32.820> kind<00:05:32.940> of<00:05:33.000> use<00:05:33.180> them<00:05:33.419> for<00:05:33.660> for<00:05:34.080> relating 00:05:34.990 --> 00:05:35.000 align:start position:0% would kind of use them for for relating 00:05:35.000 --> 00:05:37.790 align:start position:0% would kind of use them for for relating uh<00:05:36.000> various<00:05:36.419> questions<00:05:36.600> to<00:05:37.020> each<00:05:37.199> other<00:05:37.320> yep 00:05:37.790 --> 00:05:37.800 align:start position:0% uh various questions to each other yep 00:05:37.800 --> 00:05:38.810 align:start position:0% uh various questions to each other yep right 00:05:38.810 --> 00:05:38.820 align:start position:0% right 00:05:38.820 --> 00:05:39.469 align:start position:0% right um 00:05:39.469 --> 00:05:39.479 align:start position:0% um 00:05:39.479 --> 00:05:41.210 align:start position:0% um interesting<00:05:40.199> so<00:05:40.320> so<00:05:40.380> for<00:05:40.680> instance<00:05:40.800> I<00:05:41.039> know 00:05:41.210 --> 00:05:41.220 align:start position:0% interesting so so for instance I know 00:05:41.220 --> 00:05:43.490 align:start position:0% interesting so so for instance I know Quark<00:05:41.580> has<00:05:41.759> a<00:05:41.880> lot<00:05:42.000> of<00:05:42.180> uh<00:05:42.720> knowledgeable 00:05:43.490 --> 00:05:43.500 align:start position:0% Quark has a lot of uh knowledgeable 00:05:43.500 --> 00:05:45.290 align:start position:0% Quark has a lot of uh knowledgeable startups<00:05:44.160> right<00:05:44.220> like<00:05:44.460> a<00:05:44.639> lot<00:05:44.759> of<00:05:44.880> Founders 00:05:45.290 --> 00:05:45.300 align:start position:0% startups right like a lot of Founders 00:05:45.300 --> 00:05:46.850 align:start position:0% startups right like a lot of Founders are<00:05:45.479> there<00:05:45.660> and<00:05:45.840> people<00:05:46.080> kind<00:05:46.320> of<00:05:46.440> it's<00:05:46.680> kind 00:05:46.850 --> 00:05:46.860 align:start position:0% are there and people kind of it's kind 00:05:46.860 --> 00:05:48.230 align:start position:0% are there and people kind of it's kind of<00:05:46.979> an<00:05:47.039> interesting<00:05:47.340> Community<00:05:47.520> where<00:05:48.000> you 00:05:48.230 --> 00:05:48.240 align:start position:0% of an interesting Community where you 00:05:48.240 --> 00:05:49.790 align:start position:0% of an interesting Community where you can<00:05:48.360> ask<00:05:48.479> you<00:05:48.720> know<00:05:48.840> direct<00:05:49.020> question<00:05:49.320> of<00:05:49.620> you 00:05:49.790 --> 00:05:49.800 align:start position:0% can ask you know direct question of you 00:05:49.800 --> 00:05:51.590 align:start position:0% can ask you know direct question of you know<00:05:49.919> Michael<00:05:50.280> Dell<00:05:50.699> and<00:05:50.880> he'll<00:05:51.120> tell<00:05:51.300> you<00:05:51.419> you 00:05:51.590 --> 00:05:51.600 align:start position:0% know Michael Dell and he'll tell you you 00:05:51.600 --> 00:05:53.330 align:start position:0% know Michael Dell and he'll tell you you know<00:05:51.720> how<00:05:52.199> he<00:05:52.440> did<00:05:52.620> some<00:05:52.740> you<00:05:52.919> know<00:05:53.039> how<00:05:53.160> he 00:05:53.330 --> 00:05:53.340 align:start position:0% know how he did some you know how he 00:05:53.340 --> 00:05:57.230 align:start position:0% know how he did some you know how he found<00:05:53.520> the<00:05:53.639> Dell<00:05:53.880> so<00:05:54.780> uh<00:05:55.080> and<00:05:55.320> so<00:05:55.500> so<00:05:55.680> uh<00:05:56.460> and<00:05:56.759> so 00:05:57.230 --> 00:05:57.240 align:start position:0% found the Dell so uh and so so uh and so 00:05:57.240 --> 00:05:59.270 align:start position:0% found the Dell so uh and so so uh and so you<00:05:57.479> have<00:05:57.660> this<00:05:58.080> industry<00:05:58.500> knowledge<00:05:58.919> there 00:05:59.270 --> 00:05:59.280 align:start position:0% you have this industry knowledge there 00:05:59.280 --> 00:06:03.650 align:start position:0% you have this industry knowledge there right<00:05:59.940> so<00:06:00.419> uh<00:06:01.199> do<00:06:01.860> you<00:06:02.039> do<00:06:02.340> you<00:06:02.580> you<00:06:03.180> know<00:06:03.360> try 00:06:03.650 --> 00:06:03.660 align:start position:0% right so uh do you do you you know try 00:06:03.660 --> 00:06:05.510 align:start position:0% right so uh do you do you you know try to<00:06:03.780> kind<00:06:03.960> of<00:06:04.080> make<00:06:04.320> it<00:06:04.560> these<00:06:05.100> connections 00:06:05.510 --> 00:06:05.520 align:start position:0% to kind of make it these connections 00:06:05.520 --> 00:06:06.890 align:start position:0% to kind of make it these connections more<00:06:05.699> obvious<00:06:05.940> for<00:06:06.120> instance<00:06:06.300> can<00:06:06.600> can 00:06:06.890 --> 00:06:06.900 align:start position:0% more obvious for instance can can 00:06:06.900 --> 00:06:09.650 align:start position:0% more obvious for instance can can somebody<00:06:07.199> who<00:06:07.500> looks<00:06:07.800> at<00:06:07.919> you<00:06:08.220> know<00:06:08.360> uh<00:06:09.360> uh 00:06:09.650 --> 00:06:09.660 align:start position:0% somebody who looks at you know uh uh 00:06:09.660 --> 00:06:12.409 align:start position:0% somebody who looks at you know uh uh social<00:06:09.840> networking<00:06:10.500> startups<00:06:11.220> be<00:06:11.759> related<00:06:12.120> to 00:06:12.409 --> 00:06:12.419 align:start position:0% social networking startups be related to 00:06:12.419 --> 00:06:14.210 align:start position:0% social networking startups be related to you<00:06:12.539> know<00:06:12.660> somebody<00:06:12.900> looking<00:06:13.259> at<00:06:13.500> uh<00:06:14.039> Facebook 00:06:14.210 --> 00:06:14.220 align:start position:0% you know somebody looking at uh Facebook 00:06:14.220 --> 00:06:16.850 align:start position:0% you know somebody looking at uh Facebook questions<00:06:14.699> they<00:06:15.600> will<00:06:15.780> discover<00:06:16.020> similar 00:06:16.850 --> 00:06:16.860 align:start position:0% questions they will discover similar 00:06:16.860 --> 00:06:18.469 align:start position:0% questions they will discover similar Twitter<00:06:17.039> questions<00:06:17.400> do<00:06:17.699> you<00:06:17.820> do<00:06:18.060> you<00:06:18.240> want<00:06:18.360> to 00:06:18.469 --> 00:06:18.479 align:start position:0% Twitter questions do you do you want to 00:06:18.479 --> 00:06:20.749 align:start position:0% Twitter questions do you do you want to enable<00:06:18.780> this<00:06:19.020> so<00:06:19.199> it's<00:06:19.620> just<00:06:19.860> you<00:06:20.520> know<00:06:20.580> side 00:06:20.749 --> 00:06:20.759 align:start position:0% enable this so it's just you know side 00:06:20.759 --> 00:06:22.670 align:start position:0% enable this so it's just you know side effect<00:06:20.940> of<00:06:21.720> um<00:06:21.720> I<00:06:22.020> think<00:06:22.139> that<00:06:22.199> uh<00:06:22.440> having 00:06:22.670 --> 00:06:22.680 align:start position:0% effect of um I think that uh having 00:06:22.680 --> 00:06:24.650 align:start position:0% effect of um I think that uh having things<00:06:22.919> that<00:06:23.100> are<00:06:23.220> actually<00:06:23.340> quite<00:06:23.580> that<00:06:24.120> are 00:06:24.650 --> 00:06:24.660 align:start position:0% things that are actually quite that are 00:06:24.660 --> 00:06:27.110 align:start position:0% things that are actually quite that are similar<00:06:25.020> ontologically<00:06:25.800> have<00:06:26.639> um<00:06:26.699> should<00:06:27.000> be 00:06:27.110 --> 00:06:27.120 align:start position:0% similar ontologically have um should be 00:06:27.120 --> 00:06:29.570 align:start position:0% similar ontologically have um should be uh<00:06:27.539> should<00:06:28.020> have<00:06:28.199> similar 00:06:29.570 --> 00:06:29.580 align:start position:0% uh should have similar 00:06:29.580 --> 00:06:31.969 align:start position:0% uh should have similar um structures<00:06:30.180> both<00:06:30.539> in<00:06:30.720> terms<00:06:30.900> of<00:06:31.020> uh<00:06:31.380> the 00:06:31.969 --> 00:06:31.979 align:start position:0% um structures both in terms of uh the 00:06:31.979 --> 00:06:34.850 align:start position:0% um structures both in terms of uh the top<00:06:32.100> the<00:06:32.400> subtopics<00:06:33.000> under<00:06:33.180> them<00:06:33.419> and<00:06:33.780> also<00:06:34.139> uh 00:06:34.850 --> 00:06:34.860 align:start position:0% top the subtopics under them and also uh 00:06:34.860 --> 00:06:36.770 align:start position:0% top the subtopics under them and also uh um<00:06:34.919> potentially<00:06:35.220> the<00:06:35.400> the<00:06:35.580> questions 00:06:36.770 --> 00:06:36.780 align:start position:0% um potentially the the questions 00:06:36.780 --> 00:06:38.990 align:start position:0% um potentially the the questions um<00:06:36.919> and<00:06:37.919> uh<00:06:38.280> you<00:06:38.520> know<00:06:38.580> that's<00:06:38.699> part<00:06:38.880> of<00:06:38.940> the 00:06:38.990 --> 00:06:39.000 align:start position:0% um and uh you know that's part of the 00:06:39.000 --> 00:06:40.850 align:start position:0% um and uh you know that's part of the predictability<00:06:39.479> reliability<00:06:40.380> making<00:06:40.680> sure 00:06:40.850 --> 00:06:40.860 align:start position:0% predictability reliability making sure 00:06:40.860 --> 00:06:42.770 align:start position:0% predictability reliability making sure that<00:06:41.160> you<00:06:41.639> know<00:06:41.699> we<00:06:41.940> we<00:06:42.120> have<00:06:42.360> the<00:06:42.539> knowledge 00:06:42.770 --> 00:06:42.780 align:start position:0% that you know we we have the knowledge 00:06:42.780 --> 00:06:45.409 align:start position:0% that you know we we have the knowledge space<00:06:43.080> uh<00:06:43.440> Phil<00:06:43.680> you<00:06:44.100> know<00:06:44.520> um<00:06:44.639> covered<00:06:45.060> in<00:06:45.240> a 00:06:45.409 --> 00:06:45.419 align:start position:0% space uh Phil you know um covered in a 00:06:45.419 --> 00:06:48.170 align:start position:0% space uh Phil you know um covered in a in<00:06:45.660> a<00:06:45.900> reasonably<00:06:46.259> complete<00:06:46.680> way 00:06:48.170 --> 00:06:48.180 align:start position:0% in a reasonably complete way 00:06:48.180 --> 00:06:52.070 align:start position:0% in a reasonably complete way uh<00:06:48.960> so<00:06:49.319> uh<00:06:49.919> and<00:06:50.160> uh<00:06:50.940> you're<00:06:51.720> going<00:06:51.900> to<00:06:52.020> talk 00:06:52.070 --> 00:06:52.080 align:start position:0% uh so uh and uh you're going to talk 00:06:52.080 --> 00:06:54.110 align:start position:0% uh so uh and uh you're going to talk about<00:06:52.199> it<00:06:52.560> later<00:06:52.919> you<00:06:53.400> know<00:06:53.520> about<00:06:53.639> all<00:06:53.940> the 00:06:54.110 --> 00:06:54.120 align:start position:0% about it later you know about all the 00:06:54.120 --> 00:06:55.309 align:start position:0% about it later you know about all the technical 00:06:55.309 --> 00:06:55.319 align:start position:0% technical 00:06:55.319 --> 00:06:57.110 align:start position:0% technical um<00:06:55.380> uh<00:06:55.680> considerations<00:06:56.220> but<00:06:56.580> I'm<00:06:56.759> wondering 00:06:57.110 --> 00:06:57.120 align:start position:0% um uh considerations but I'm wondering 00:06:57.120 --> 00:06:58.730 align:start position:0% um uh considerations but I'm wondering so<00:06:57.539> what<00:06:57.720> are<00:06:57.900> the<00:06:58.020> kind<00:06:58.139> of<00:06:58.199> touch<00:06:58.319> points 00:06:58.730 --> 00:06:58.740 align:start position:0% so what are the kind of touch points 00:06:58.740 --> 00:07:01.010 align:start position:0% so what are the kind of touch points where<00:06:59.039> do<00:06:59.220> the<00:06:59.400> users<00:06:59.819> kind<00:07:00.360> of<00:07:00.479> interact<00:07:00.960> with 00:07:01.010 --> 00:07:01.020 align:start position:0% where do the users kind of interact with 00:07:01.020 --> 00:07:02.870 align:start position:0% where do the users kind of interact with Anthology<00:07:01.500> where<00:07:01.860> do<00:07:02.039> can<00:07:02.400> wherever<00:07:02.759> they 00:07:02.870 --> 00:07:02.880 align:start position:0% Anthology where do can wherever they 00:07:02.880 --> 00:07:05.510 align:start position:0% Anthology where do can wherever they become<00:07:03.120> aware<00:07:03.360> of<00:07:03.539> it<00:07:03.660> and<00:07:04.380> so<00:07:04.919> the<00:07:05.100> ontology 00:07:05.510 --> 00:07:05.520 align:start position:0% become aware of it and so the ontology 00:07:05.520 --> 00:07:08.270 align:start position:0% become aware of it and so the ontology is<00:07:06.300> mainly<00:07:06.720> uh<00:07:07.259> they<00:07:07.560> mainly<00:07:07.979> come<00:07:08.100> into 00:07:08.270 --> 00:07:08.280 align:start position:0% is mainly uh they mainly come into 00:07:08.280 --> 00:07:09.890 align:start position:0% is mainly uh they mainly come into contact<00:07:08.639> with<00:07:08.880> the<00:07:09.060> topics<00:07:09.419> you<00:07:09.600> know<00:07:09.720> most 00:07:09.890 --> 00:07:09.900 align:start position:0% contact with the topics you know most 00:07:09.900 --> 00:07:12.770 align:start position:0% contact with the topics you know most you<00:07:10.380> know<00:07:10.500> we<00:07:10.800> try<00:07:11.100> not<00:07:11.280> to<00:07:11.460> make<00:07:11.639> users<00:07:12.240> have<00:07:12.539> a 00:07:12.770 --> 00:07:12.780 align:start position:0% you know we try not to make users have a 00:07:12.780 --> 00:07:14.930 align:start position:0% you know we try not to make users have a mind<00:07:12.900> meld<00:07:13.319> with<00:07:13.620> the<00:07:13.860> entire<00:07:14.280> topic<00:07:14.759> system 00:07:14.930 --> 00:07:14.940 align:start position:0% mind meld with the entire topic system 00:07:14.940 --> 00:07:17.150 align:start position:0% mind meld with the entire topic system and<00:07:15.180> the<00:07:15.360> ontology<00:07:15.660> behind<00:07:16.139> it<00:07:16.319> to<00:07:16.680> be<00:07:16.800> able<00:07:17.039> to 00:07:17.150 --> 00:07:17.160 align:start position:0% and the ontology behind it to be able to 00:07:17.160 --> 00:07:20.749 align:start position:0% and the ontology behind it to be able to use<00:07:17.280> quora<00:07:17.759> in<00:07:17.880> an<00:07:18.000> effective<00:07:18.360> way<00:07:18.539> so 00:07:20.749 --> 00:07:20.759 align:start position:0% use quora in an effective way so 00:07:20.759 --> 00:07:23.570 align:start position:0% use quora in an effective way so um<00:07:20.819> we<00:07:21.120> we<00:07:21.300> try<00:07:21.599> to<00:07:21.720> make<00:07:21.960> sure<00:07:22.199> that<00:07:22.500> uh<00:07:22.800> we<00:07:23.460> use 00:07:23.570 --> 00:07:23.580 align:start position:0% um we we try to make sure that uh we use 00:07:23.580 --> 00:07:26.809 align:start position:0% um we we try to make sure that uh we use the<00:07:23.759> Intel<00:07:24.120> the<00:07:24.360> ontology<00:07:24.979> to<00:07:25.979> make<00:07:26.099> our 00:07:26.809 --> 00:07:26.819 align:start position:0% the Intel the ontology to make our 00:07:26.819 --> 00:07:29.689 align:start position:0% the Intel the ontology to make our system<00:07:27.660> more<00:07:28.099> intuitive<00:07:29.099> and<00:07:29.220> intelligence 00:07:29.689 --> 00:07:29.699 align:start position:0% system more intuitive and intelligence 00:07:29.699 --> 00:07:32.150 align:start position:0% system more intuitive and intelligence that<00:07:30.060> we<00:07:30.240> need<00:07:30.419> to<00:07:30.599> require<00:07:31.020> less<00:07:31.620> interaction 00:07:32.150 --> 00:07:32.160 align:start position:0% that we need to require less interaction 00:07:32.160 --> 00:07:34.730 align:start position:0% that we need to require less interaction from<00:07:32.699> people<00:07:33.240> who<00:07:33.660> use<00:07:34.020> Square<00:07:34.319> whether<00:07:34.620> it's 00:07:34.730 --> 00:07:34.740 align:start position:0% from people who use Square whether it's 00:07:34.740 --> 00:07:36.650 align:start position:0% from people who use Square whether it's asking<00:07:35.280> a<00:07:35.400> question<00:07:35.520> or<00:07:35.819> getting<00:07:36.000> answers<00:07:36.360> or 00:07:36.650 --> 00:07:36.660 align:start position:0% asking a question or getting answers or 00:07:36.660 --> 00:07:40.309 align:start position:0% asking a question or getting answers or Distributing<00:07:37.620> uh<00:07:37.860> the<00:07:38.220> uh<00:07:38.460> writing<00:07:38.940> to<00:07:39.900> uh 00:07:40.309 --> 00:07:40.319 align:start position:0% Distributing uh the uh writing to uh 00:07:40.319 --> 00:07:43.450 align:start position:0% Distributing uh the uh writing to uh people<00:07:40.860> who<00:07:41.039> are<00:07:41.160> interested 00:07:43.450 --> 00:07:43.460 align:start position:0% people who are interested 00:07:43.460 --> 00:07:45.950 align:start position:0% people who are interested but<00:07:44.460> you<00:07:44.699> have<00:07:44.819> some<00:07:45.060> crowdsourcing<00:07:45.660> tools 00:07:45.950 --> 00:07:45.960 align:start position:0% but you have some crowdsourcing tools 00:07:45.960 --> 00:07:47.510 align:start position:0% but you have some crowdsourcing tools right<00:07:46.080> like<00:07:46.259> you<00:07:46.440> have<00:07:46.800> tools<00:07:47.039> for<00:07:47.160> people<00:07:47.280> to 00:07:47.510 --> 00:07:47.520 align:start position:0% right like you have tools for people to 00:07:47.520 --> 00:07:49.790 align:start position:0% right like you have tools for people to correct<00:07:47.759> uh<00:07:48.479> oh<00:07:48.780> yes<00:07:48.960> absolutely<00:07:49.440> everything 00:07:49.790 --> 00:07:49.800 align:start position:0% correct uh oh yes absolutely everything 00:07:49.800 --> 00:07:53.029 align:start position:0% correct uh oh yes absolutely everything is<00:07:50.160> available<00:07:50.460> in<00:07:51.060> product<00:07:51.300> uh<00:07:52.020> for<00:07:52.440> people<00:07:52.560> to 00:07:53.029 --> 00:07:53.039 align:start position:0% is available in product uh for people to 00:07:53.039 --> 00:07:55.850 align:start position:0% is available in product uh for people to modify<00:07:53.699> create<00:07:54.060> new<00:07:54.419> topics 00:07:55.850 --> 00:07:55.860 align:start position:0% modify create new topics 00:07:55.860 --> 00:07:59.029 align:start position:0% modify create new topics um<00:07:55.979> set<00:07:56.400> the<00:07:56.639> types<00:07:56.940> you<00:07:57.300> know<00:07:57.419> to<00:07:58.259> set<00:07:58.860> what 00:07:59.029 --> 00:07:59.039 align:start position:0% um set the types you know to set what 00:07:59.039 --> 00:08:00.950 align:start position:0% um set the types you know to set what type<00:07:59.220> of<00:07:59.340> topic<00:07:59.699> it<00:07:59.880> is 00:08:00.950 --> 00:08:00.960 align:start position:0% type of topic it is 00:08:00.960 --> 00:08:03.409 align:start position:0% type of topic it is um<00:08:01.020> what<00:08:01.380> the<00:08:01.560> uh<00:08:01.860> what<00:08:02.220> where<00:08:02.520> the<00:08:02.940> topic 00:08:03.409 --> 00:08:03.419 align:start position:0% um what the uh what where the topic 00:08:03.419 --> 00:08:06.170 align:start position:0% um what the uh what where the topic falls<00:08:03.539> in<00:08:03.780> the<00:08:03.900> taxonomy<00:08:04.319> of<00:08:04.740> topics<00:08:05.160> and<00:08:05.940> so 00:08:06.170 --> 00:08:06.180 align:start position:0% falls in the taxonomy of topics and so 00:08:06.180 --> 00:08:09.409 align:start position:0% falls in the taxonomy of topics and so we<00:08:06.479> have<00:08:06.900> all<00:08:07.139> that<00:08:07.259> available<00:08:07.440> for<00:08:08.419> the 00:08:09.409 --> 00:08:09.419 align:start position:0% we have all that available for the 00:08:09.419 --> 00:08:11.710 align:start position:0% we have all that available for the community<00:08:09.539> to<00:08:10.259> use 00:08:11.710 --> 00:08:11.720 align:start position:0% community to use 00:08:11.720 --> 00:08:14.029 align:start position:0% community to use and<00:08:12.720> and<00:08:12.960> that<00:08:13.199> that's<00:08:13.500> you<00:08:13.979> know 00:08:14.029 --> 00:08:14.039 align:start position:0% and and that that's you know 00:08:14.039 --> 00:08:16.189 align:start position:0% and and that that's you know historically<00:08:14.580> been<00:08:14.759> how<00:08:14.940> we've<00:08:15.300> done<00:08:15.479> done 00:08:16.189 --> 00:08:16.199 align:start position:0% historically been how we've done done 00:08:16.199 --> 00:08:18.830 align:start position:0% historically been how we've done done the<00:08:16.680> ontology<00:08:17.099> and<00:08:17.699> it's<00:08:18.000> you<00:08:18.360> know<00:08:18.479> led<00:08:18.599> to<00:08:18.720> I 00:08:18.830 --> 00:08:18.840 align:start position:0% the ontology and it's you know led to I 00:08:18.840 --> 00:08:21.890 align:start position:0% the ontology and it's you know led to I think<00:08:18.960> a<00:08:19.080> very<00:08:19.319> diverse<00:08:19.800> set<00:08:20.099> of<00:08:20.280> uh<00:08:20.759> of<00:08:21.479> topics 00:08:21.890 --> 00:08:21.900 align:start position:0% think a very diverse set of uh of topics 00:08:21.900 --> 00:08:23.570 align:start position:0% think a very diverse set of uh of topics that<00:08:22.080> really<00:08:22.319> cover<00:08:22.500> a<00:08:22.800> lot<00:08:22.919> of<00:08:23.039> human 00:08:23.570 --> 00:08:23.580 align:start position:0% that really cover a lot of human 00:08:23.580 --> 00:08:26.210 align:start position:0% that really cover a lot of human knowledge<00:08:24.060> and<00:08:24.539> so<00:08:24.780> now<00:08:25.560> what<00:08:25.860> we<00:08:25.979> want<00:08:26.039> to<00:08:26.160> do 00:08:26.210 --> 00:08:26.220 align:start position:0% knowledge and so now what we want to do 00:08:26.220 --> 00:08:27.290 align:start position:0% knowledge and so now what we want to do is<00:08:26.280> we<00:08:26.400> want<00:08:26.520> to<00:08:26.580> make<00:08:26.699> sure<00:08:26.819> it's<00:08:26.940> sort<00:08:27.180> of 00:08:27.290 --> 00:08:27.300 align:start position:0% is we want to make sure it's sort of 00:08:27.300 --> 00:08:30.350 align:start position:0% is we want to make sure it's sort of uniform<00:08:27.840> which<00:08:28.440> you<00:08:28.919> know<00:08:29.039> is<00:08:29.460> more<00:08:29.879> which<00:08:30.240> is 00:08:30.350 --> 00:08:30.360 align:start position:0% uniform which you know is more which is 00:08:30.360 --> 00:08:33.050 align:start position:0% uniform which you know is more which is beyond<00:08:30.720> what<00:08:30.960> sort<00:08:31.259> of<00:08:31.379> uh<00:08:31.740> users<00:08:32.339> are<00:08:32.580> easily 00:08:33.050 --> 00:08:33.060 align:start position:0% beyond what sort of uh users are easily 00:08:33.060 --> 00:08:35.389 align:start position:0% beyond what sort of uh users are easily uh<00:08:33.539> you<00:08:33.839> know<00:08:33.899> going<00:08:34.080> to<00:08:34.320> spend<00:08:34.740> time<00:08:34.979> you<00:08:35.339> know 00:08:35.389 --> 00:08:35.399 align:start position:0% uh you know going to spend time you know 00:08:35.399 --> 00:08:39.649 align:start position:0% uh you know going to spend time you know making<00:08:35.940> every<00:08:36.599> possible<00:08:37.320> uh<00:08:38.159> you<00:08:38.520> know<00:08:38.659> make 00:08:39.649 --> 00:08:39.659 align:start position:0% making every possible uh you know make 00:08:39.659 --> 00:08:43.250 align:start position:0% making every possible uh you know make sure<00:08:39.779> that<00:08:39.959> every<00:08:40.200> possible<00:08:40.500> subtopic<00:08:41.159> is<00:08:41.760> uh 00:08:43.250 --> 00:08:43.260 align:start position:0% sure that every possible subtopic is uh 00:08:43.260 --> 00:08:45.470 align:start position:0% sure that every possible subtopic is uh um<00:08:43.380> is<00:08:43.740> in<00:08:43.979> every<00:08:44.219> parallel<00:08:44.640> topic<00:08:45.000> that's 00:08:45.470 --> 00:08:45.480 align:start position:0% um is in every parallel topic that's 00:08:45.480 --> 00:08:46.730 align:start position:0% um is in every parallel topic that's that's<00:08:45.899> something<00:08:46.080> that<00:08:46.320> we<00:08:46.440> don't<00:08:46.560> want 00:08:46.730 --> 00:08:46.740 align:start position:0% that's something that we don't want 00:08:46.740 --> 00:08:48.350 align:start position:0% that's something that we don't want people<00:08:46.980> spending<00:08:47.399> their<00:08:47.519> time<00:08:47.640> on<00:08:47.820> right<00:08:48.180> and 00:08:48.350 --> 00:08:48.360 align:start position:0% people spending their time on right and 00:08:48.360 --> 00:08:49.250 align:start position:0% people spending their time on right and probably<00:08:48.600> they<00:08:48.779> don't<00:08:48.899> have<00:08:49.019> the<00:08:49.140> full 00:08:49.250 --> 00:08:49.260 align:start position:0% probably they don't have the full 00:08:49.260 --> 00:08:51.110 align:start position:0% probably they don't have the full visibility<00:08:49.680> right<00:08:49.980> so<00:08:50.160> they<00:08:50.580> probably<00:08:50.820> will 00:08:51.110 --> 00:08:51.120 align:start position:0% visibility right so they probably will 00:08:51.120 --> 00:08:52.790 align:start position:0% visibility right so they probably will help<00:08:51.600> you<00:08:51.779> with<00:08:51.899> completeness<00:08:52.380> but<00:08:52.620> not 00:08:52.790 --> 00:08:52.800 align:start position:0% help you with completeness but not 00:08:52.800 --> 00:08:55.490 align:start position:0% help you with completeness but not necessarily<00:08:53.160> uniformity<00:08:53.700> exactly<00:08:54.300> and<00:08:55.200> and 00:08:55.490 --> 00:08:55.500 align:start position:0% necessarily uniformity exactly and and 00:08:55.500 --> 00:08:57.470 align:start position:0% necessarily uniformity exactly and and right<00:08:55.800> now<00:08:55.920> we're<00:08:56.220> working<00:08:56.640> for<00:08:56.940> uniformity 00:08:57.470 --> 00:08:57.480 align:start position:0% right now we're working for uniformity 00:08:57.480 --> 00:08:58.790 align:start position:0% right now we're working for uniformity making<00:08:57.720> sure<00:08:57.899> the<00:08:58.019> structure<00:08:58.320> is<00:08:58.440> regular 00:08:58.790 --> 00:08:58.800 align:start position:0% making sure the structure is regular 00:08:58.800 --> 00:09:01.130 align:start position:0% making sure the structure is regular setting<00:08:59.399> up<00:08:59.459> the<00:08:59.640> type<00:08:59.820> system<00:09:00.180> so<00:09:00.899> that<00:09:01.019> we 00:09:01.130 --> 00:09:01.140 align:start position:0% setting up the type system so that we 00:09:01.140 --> 00:09:03.050 align:start position:0% setting up the type system so that we can<00:09:01.260> actually<00:09:01.440> act<00:09:01.800> uh<00:09:02.040> intelligently<00:09:02.700> more 00:09:03.050 --> 00:09:03.060 align:start position:0% can actually act uh intelligently more 00:09:03.060 --> 00:09:04.910 align:start position:0% can actually act uh intelligently more intelligently<00:09:03.540> about<00:09:03.720> the<00:09:03.959> topics 00:09:04.910 --> 00:09:04.920 align:start position:0% intelligently about the topics 00:09:04.920 --> 00:09:08.150 align:start position:0% intelligently about the topics so<00:09:05.459> uh<00:09:05.820> do<00:09:06.180> you<00:09:06.420> see<00:09:06.779> uh<00:09:07.380> people<00:09:07.680> kind<00:09:08.040> of 00:09:08.150 --> 00:09:08.160 align:start position:0% so uh do you see uh people kind of 00:09:08.160 --> 00:09:11.090 align:start position:0% so uh do you see uh people kind of arguing<00:09:08.519> or<00:09:08.760> disagreeing<00:09:09.300> about<00:09:09.440> uh<00:09:10.440> topics 00:09:11.090 --> 00:09:11.100 align:start position:0% arguing or disagreeing about uh topics 00:09:11.100 --> 00:09:13.009 align:start position:0% arguing or disagreeing about uh topics right<00:09:11.339> like<00:09:11.519> so<00:09:11.760> somebody<00:09:11.940> can<00:09:12.240> go<00:09:12.480> in<00:09:12.660> a<00:09:12.899> lot 00:09:13.009 --> 00:09:13.019 align:start position:0% right like so somebody can go in a lot 00:09:13.019 --> 00:09:14.570 align:start position:0% right like so somebody can go in a lot add<00:09:13.260> a<00:09:13.440> lot<00:09:13.500> of<00:09:13.620> detailed<00:09:13.980> topics<00:09:14.279> somebody 00:09:14.570 --> 00:09:14.580 align:start position:0% add a lot of detailed topics somebody 00:09:14.580 --> 00:09:16.490 align:start position:0% add a lot of detailed topics somebody would<00:09:15.180> rather<00:09:15.360> have<00:09:15.720> a<00:09:16.019> hierarchical 00:09:16.490 --> 00:09:16.500 align:start position:0% would rather have a hierarchical 00:09:16.500 --> 00:09:18.590 align:start position:0% would rather have a hierarchical structure<00:09:17.100> do<00:09:17.760> you<00:09:17.940> see<00:09:18.000> any<00:09:18.120> of<00:09:18.300> these<00:09:18.540> kind 00:09:18.590 --> 00:09:18.600 align:start position:0% structure do you see any of these kind 00:09:18.600 --> 00:09:20.509 align:start position:0% structure do you see any of these kind of<00:09:18.720> interactions 00:09:20.509 --> 00:09:20.519 align:start position:0% of interactions 00:09:20.519 --> 00:09:23.449 align:start position:0% of interactions um<00:09:20.700> I'll<00:09:20.940> we<00:09:21.240> do<00:09:21.540> see<00:09:21.660> that<00:09:21.899> occasionally<00:09:22.620> and 00:09:23.449 --> 00:09:23.459 align:start position:0% um I'll we do see that occasionally and 00:09:23.459 --> 00:09:24.790 align:start position:0% um I'll we do see that occasionally and you<00:09:24.000> know<00:09:24.060> we 00:09:24.790 --> 00:09:24.800 align:start position:0% you know we 00:09:24.800 --> 00:09:27.710 align:start position:0% you know we you<00:09:25.800> know<00:09:25.920> the<00:09:26.339> the<00:09:26.519> biggest<00:09:26.820> issue<00:09:27.360> usually 00:09:27.710 --> 00:09:27.720 align:start position:0% you know the the biggest issue usually 00:09:27.720 --> 00:09:29.030 align:start position:0% you know the the biggest issue usually is<00:09:28.019> that<00:09:28.320> uh 00:09:29.030 --> 00:09:29.040 align:start position:0% is that uh 00:09:29.040 --> 00:09:31.550 align:start position:0% is that uh uh<00:09:30.000> topics<00:09:30.420> are<00:09:30.600> being<00:09:30.779> used<00:09:30.959> in<00:09:31.260> multiple 00:09:31.550 --> 00:09:31.560 align:start position:0% uh topics are being used in multiple 00:09:31.560 --> 00:09:33.110 align:start position:0% uh topics are being used in multiple different<00:09:31.740> the<00:09:32.160> same<00:09:32.279> topics<00:09:32.580> being<00:09:32.820> used<00:09:33.000> in 00:09:33.110 --> 00:09:33.120 align:start position:0% different the same topics being used in 00:09:33.120 --> 00:09:35.630 align:start position:0% different the same topics being used in multiple<00:09:33.420> different<00:09:33.600> ways<00:09:34.080> and<00:09:34.860> so<00:09:35.399> um<00:09:35.459> a<00:09:35.580> lot 00:09:35.630 --> 00:09:35.640 align:start position:0% multiple different ways and so um a lot 00:09:35.640 --> 00:09:37.190 align:start position:0% multiple different ways and so um a lot of<00:09:35.700> this<00:09:35.820> actually<00:09:35.940> requires<00:09:36.420> disambiguation 00:09:37.190 --> 00:09:37.200 align:start position:0% of this actually requires disambiguation 00:09:37.200 --> 00:09:38.690 align:start position:0% of this actually requires disambiguation because<00:09:37.440> it<00:09:37.620> becomes<00:09:37.980> very<00:09:38.100> confusing<00:09:38.519> if 00:09:38.690 --> 00:09:38.700 align:start position:0% because it becomes very confusing if 00:09:38.700 --> 00:09:39.889 align:start position:0% because it becomes very confusing if you're<00:09:38.820> using<00:09:39.060> a<00:09:39.180> topic<00:09:39.420> in<00:09:39.600> multiple 00:09:39.889 --> 00:09:39.899 align:start position:0% you're using a topic in multiple 00:09:39.899 --> 00:09:41.449 align:start position:0% you're using a topic in multiple different<00:09:40.080> ways 00:09:41.449 --> 00:09:41.459 align:start position:0% different ways 00:09:41.459 --> 00:09:44.410 align:start position:0% different ways um to<00:09:41.760> set<00:09:42.060> in<00:09:42.300> any<00:09:42.540> one<00:09:42.779> portion<00:09:43.200> of<00:09:43.800> the<00:09:44.220> the 00:09:44.410 --> 00:09:44.420 align:start position:0% um to set in any one portion of the the 00:09:44.420 --> 00:09:47.750 align:start position:0% um to set in any one portion of the the taxonomy<00:09:45.420> the<00:09:45.720> uh<00:09:45.959> the<00:09:46.200> the<00:09:46.260> topic<00:09:46.740> graph 00:09:47.750 --> 00:09:47.760 align:start position:0% taxonomy the uh the the topic graph 00:09:47.760 --> 00:09:49.430 align:start position:0% taxonomy the uh the the topic graph um<00:09:47.880> so<00:09:48.060> if<00:09:48.240> you<00:09:48.360> break<00:09:48.480> it<00:09:48.660> apart<00:09:48.959> into<00:09:49.080> the 00:09:49.430 --> 00:09:49.440 align:start position:0% um so if you break it apart into the 00:09:49.440 --> 00:09:51.650 align:start position:0% um so if you break it apart into the right<00:09:49.620> uh<00:09:49.920> sub<00:09:50.160> components 00:09:51.650 --> 00:09:51.660 align:start position:0% right uh sub components 00:09:51.660 --> 00:09:52.670 align:start position:0% right uh sub components um<00:09:51.720> so<00:09:51.899> that<00:09:52.019> you're<00:09:52.140> actually<00:09:52.260> speaking 00:09:52.670 --> 00:09:52.680 align:start position:0% um so that you're actually speaking 00:09:52.680 --> 00:09:55.310 align:start position:0% um so that you're actually speaking about<00:09:52.800> one<00:09:53.459> entity<00:09:53.880> it<00:09:54.240> actually<00:09:54.480> usually 00:09:55.310 --> 00:09:55.320 align:start position:0% about one entity it actually usually 00:09:55.320 --> 00:09:57.590 align:start position:0% about one entity it actually usually becomes<00:09:55.740> pretty<00:09:56.040> uh<00:09:56.339> clear<00:09:56.640> uh<00:09:57.180> what<00:09:57.420> the 00:09:57.590 --> 00:09:57.600 align:start position:0% becomes pretty uh clear uh what the 00:09:57.600 --> 00:10:00.290 align:start position:0% becomes pretty uh clear uh what the right<00:09:57.959> place<00:09:58.200> is<00:09:58.500> just<00:09:58.920> by<00:09:59.160> the<00:09:59.459> just<00:10:00.060> going 00:10:00.290 --> 00:10:00.300 align:start position:0% right place is just by the just going 00:10:00.300 --> 00:10:02.090 align:start position:0% right place is just by the just going back<00:10:00.480> to<00:10:00.600> the<00:10:00.779> definitions<00:10:01.440> of<00:10:01.620> what<00:10:01.800> you<00:10:01.920> mean 00:10:02.090 --> 00:10:02.100 align:start position:0% back to the definitions of what you mean 00:10:02.100 --> 00:10:03.889 align:start position:0% back to the definitions of what you mean by<00:10:02.339> that<00:10:02.580> concept 00:10:03.889 --> 00:10:03.899 align:start position:0% by that concept 00:10:03.899 --> 00:10:06.110 align:start position:0% by that concept uh<00:10:04.380> do<00:10:04.620> you<00:10:04.800> have<00:10:04.860> any<00:10:05.100> uh<00:10:05.700> things<00:10:05.940> like 00:10:06.110 --> 00:10:06.120 align:start position:0% uh do you have any uh things like 00:10:06.120 --> 00:10:08.389 align:start position:0% uh do you have any uh things like Wikipedia<00:10:06.660> for<00:10:06.839> disambiguating<00:10:07.560> a<00:10:07.860> topic<00:10:08.160> you 00:10:08.389 --> 00:10:08.399 align:start position:0% Wikipedia for disambiguating a topic you 00:10:08.399 --> 00:10:11.630 align:start position:0% Wikipedia for disambiguating a topic you know<00:10:08.940> um<00:10:09.000> we<00:10:09.180> use<00:10:09.480> parentheticals<00:10:10.380> just<00:10:10.560> of<00:10:10.860> uh 00:10:11.630 --> 00:10:11.640 align:start position:0% know um we use parentheticals just of uh 00:10:11.640 --> 00:10:14.269 align:start position:0% know um we use parentheticals just of uh um<00:10:11.760> we're<00:10:11.940> building<00:10:12.300> out<00:10:12.540> a<00:10:12.660> type<00:10:12.839> system 00:10:14.269 --> 00:10:14.279 align:start position:0% um we're building out a type system 00:10:14.279 --> 00:10:17.090 align:start position:0% um we're building out a type system um<00:10:14.339> but<00:10:14.880> uh<00:10:15.120> we<00:10:15.540> use<00:10:15.899> parentheticals<00:10:16.800> at<00:10:16.920> the 00:10:17.090 --> 00:10:17.100 align:start position:0% um but uh we use parentheticals at the 00:10:17.100 --> 00:10:20.389 align:start position:0% um but uh we use parentheticals at the end<00:10:17.279> of<00:10:17.580> the<00:10:17.880> topics<00:10:18.540> to<00:10:18.839> clarify<00:10:19.500> what<00:10:19.980> the<00:10:20.220> uh 00:10:20.389 --> 00:10:20.399 align:start position:0% end of the topics to clarify what the uh 00:10:20.399 --> 00:10:23.389 align:start position:0% end of the topics to clarify what the uh scope<00:10:20.880> is<00:10:21.060> so<00:10:21.600> for<00:10:21.899> say<00:10:22.260> Captain<00:10:23.040> America 00:10:23.389 --> 00:10:23.399 align:start position:0% scope is so for say Captain America 00:10:23.399 --> 00:10:24.829 align:start position:0% scope is so for say Captain America there's<00:10:23.820> lots<00:10:24.120> of<00:10:24.180> things<00:10:24.240> you<00:10:24.420> can<00:10:24.540> mean<00:10:24.660> by 00:10:24.829 --> 00:10:24.839 align:start position:0% there's lots of things you can mean by 00:10:24.839 --> 00:10:26.509 align:start position:0% there's lots of things you can mean by Captain<00:10:25.080> America<00:10:25.440> whether<00:10:26.100> it's<00:10:26.279> the 00:10:26.509 --> 00:10:26.519 align:start position:0% Captain America whether it's the 00:10:26.519 --> 00:10:29.269 align:start position:0% Captain America whether it's the character<00:10:26.940> whether<00:10:27.720> it's<00:10:27.959> perhaps<00:10:28.380> a<00:10:28.620> movie 00:10:29.269 --> 00:10:29.279 align:start position:0% character whether it's perhaps a movie 00:10:29.279 --> 00:10:31.190 align:start position:0% character whether it's perhaps a movie whether<00:10:29.880> it's<00:10:30.000> the<00:10:30.180> creative<00:10:30.540> franchise 00:10:31.190 --> 00:10:31.200 align:start position:0% whether it's the creative franchise 00:10:31.200 --> 00:10:33.650 align:start position:0% whether it's the creative franchise whether<00:10:31.560> it's<00:10:31.740> the<00:10:31.980> comics<00:10:32.459> or<00:10:33.000> various<00:10:33.360> other 00:10:33.650 --> 00:10:33.660 align:start position:0% whether it's the comics or various other 00:10:33.660 --> 00:10:35.750 align:start position:0% whether it's the comics or various other aspects<00:10:34.260> that<00:10:34.500> you<00:10:34.680> can<00:10:34.740> imagine<00:10:34.920> the<00:10:35.640> Captain 00:10:35.750 --> 00:10:35.760 align:start position:0% aspects that you can imagine the Captain 00:10:35.760 --> 00:10:38.389 align:start position:0% aspects that you can imagine the Captain America<00:10:36.320> figurine<00:10:37.320> uh<00:10:37.860> you<00:10:37.980> know<00:10:38.040> that<00:10:38.279> the 00:10:38.389 --> 00:10:38.399 align:start position:0% America figurine uh you know that the 00:10:38.399 --> 00:10:40.550 align:start position:0% America figurine uh you know that the toy<00:10:38.640> that<00:10:38.940> goes<00:10:39.180> that<00:10:39.480> comes<00:10:39.959> out<00:10:40.019> right<00:10:40.260> they 00:10:40.550 --> 00:10:40.560 align:start position:0% toy that goes that comes out right they 00:10:40.560 --> 00:10:43.190 align:start position:0% toy that goes that comes out right they all<00:10:40.740> are<00:10:41.040> different<00:10:41.640> concepts<00:10:42.300> but<00:10:42.720> uh<00:10:42.959> you 00:10:43.190 --> 00:10:43.200 align:start position:0% all are different concepts but uh you 00:10:43.200 --> 00:10:45.050 align:start position:0% all are different concepts but uh you know<00:10:43.260> you<00:10:43.500> need<00:10:43.620> to<00:10:43.800> specify<00:10:44.459> which<00:10:44.880> one 00:10:45.050 --> 00:10:45.060 align:start position:0% know you need to specify which one 00:10:45.060 --> 00:10:46.430 align:start position:0% know you need to specify which one you're<00:10:45.300> actually<00:10:45.540> speaking<00:10:45.899> about<00:10:46.019> and<00:10:46.200> if 00:10:46.430 --> 00:10:46.440 align:start position:0% you're actually speaking about and if 00:10:46.440 --> 00:10:49.009 align:start position:0% you're actually speaking about and if you<00:10:46.500> just<00:10:46.620> use<00:10:46.800> the<00:10:47.220> the<00:10:47.940> uh<00:10:48.180> the<00:10:48.480> word<00:10:48.540> the 00:10:49.009 --> 00:10:49.019 align:start position:0% you just use the the uh the word the 00:10:49.019 --> 00:10:51.110 align:start position:0% you just use the the uh the word the topic<00:10:49.380> Captain<00:10:49.620> America 00:10:51.110 --> 00:10:51.120 align:start position:0% topic Captain America 00:10:51.120 --> 00:10:52.970 align:start position:0% topic Captain America um<00:10:51.240> you<00:10:51.420> know<00:10:51.480> children<00:10:51.660> talking<00:10:52.079> about<00:10:52.320> uh 00:10:52.970 --> 00:10:52.980 align:start position:0% um you know children talking about uh 00:10:52.980 --> 00:10:54.590 align:start position:0% um you know children talking about uh you<00:10:53.220> know<00:10:53.279> what<00:10:53.519> the<00:10:53.700> best<00:10:53.880> uh<00:10:54.300> Captain 00:10:54.590 --> 00:10:54.600 align:start position:0% you know what the best uh Captain 00:10:54.600 --> 00:10:57.310 align:start position:0% you know what the best uh Captain America<00:10:54.839> figurine<00:10:55.560> and<00:10:55.800> is<00:10:56.279> will<00:10:56.579> be<00:10:56.820> you<00:10:57.120> know 00:10:57.310 --> 00:10:57.320 align:start position:0% America figurine and is will be you know 00:10:57.320 --> 00:10:59.509 align:start position:0% America figurine and is will be you know intermingled<00:10:58.320> with<00:10:58.620> uh<00:10:58.800> people<00:10:59.040> talking 00:10:59.509 --> 00:10:59.519 align:start position:0% intermingled with uh people talking 00:10:59.519 --> 00:11:01.850 align:start position:0% intermingled with uh people talking about<00:10:59.700> you<00:11:00.000> know<00:11:00.060> detailed<00:11:00.600> aspects<00:11:01.560> of<00:11:01.740> the 00:11:01.850 --> 00:11:01.860 align:start position:0% about you know detailed aspects of the 00:11:01.860 --> 00:11:04.910 align:start position:0% about you know detailed aspects of the comics<00:11:02.279> right<00:11:02.640> from<00:11:03.360> you<00:11:03.480> know<00:11:03.540> the<00:11:03.660> 19<00:11:03.839> in<00:11:04.560> the 00:11:04.910 --> 00:11:04.920 align:start position:0% comics right from you know the 19 in the 00:11:04.920 --> 00:11:08.449 align:start position:0% comics right from you know the 19 in the 70s<00:11:05.640> right<00:11:06.180> all<00:11:06.480> right<00:11:06.720> right<00:11:07.019> so<00:11:07.920> okay<00:11:08.160> great 00:11:08.449 --> 00:11:08.459 align:start position:0% 70s right all right right so okay great 00:11:08.459 --> 00:11:11.389 align:start position:0% 70s right all right right so okay great uh<00:11:09.180> so<00:11:09.540> obviously<00:11:10.019> you<00:11:10.380> you<00:11:10.680> put<00:11:10.980> a<00:11:11.160> lot<00:11:11.279> of 00:11:11.389 --> 00:11:11.399 align:start position:0% uh so obviously you you put a lot of 00:11:11.399 --> 00:11:13.910 align:start position:0% uh so obviously you you put a lot of work<00:11:11.459> into<00:11:11.640> the<00:11:11.820> Scientology<00:11:12.240> and<00:11:12.480> users<00:11:12.920> uh 00:11:13.910 --> 00:11:13.920 align:start position:0% work into the Scientology and users uh 00:11:13.920 --> 00:11:16.009 align:start position:0% work into the Scientology and users uh are<00:11:14.100> there<00:11:14.220> any<00:11:14.399> ways<00:11:14.880> for<00:11:15.300> you<00:11:15.600> know<00:11:15.720> the<00:11:15.839> word 00:11:16.009 --> 00:11:16.019 align:start position:0% are there any ways for you know the word 00:11:16.019 --> 00:11:19.490 align:start position:0% are there any ways for you know the word at<00:11:16.320> large<00:11:16.440> to<00:11:17.100> use<00:11:17.279> it<00:11:17.600> uh<00:11:18.600> you<00:11:18.899> know<00:11:18.959> like<00:11:19.260> can 00:11:19.490 --> 00:11:19.500 align:start position:0% at large to use it uh you know like can 00:11:19.500 --> 00:11:20.870 align:start position:0% at large to use it uh you know like can it<00:11:19.680> be<00:11:19.800> if<00:11:19.920> it's<00:11:20.100> a<00:11:20.279> truly<00:11:20.519> Universal 00:11:20.870 --> 00:11:20.880 align:start position:0% it be if it's a truly Universal 00:11:20.880 --> 00:11:23.210 align:start position:0% it be if it's a truly Universal Anthology<00:11:21.360> right<00:11:22.079> you<00:11:22.320> can<00:11:22.440> let<00:11:22.620> others<00:11:23.040> map 00:11:23.210 --> 00:11:23.220 align:start position:0% Anthology right you can let others map 00:11:23.220 --> 00:11:25.250 align:start position:0% Anthology right you can let others map things<00:11:23.519> onto<00:11:23.760> it<00:11:23.880> is<00:11:24.060> it<00:11:24.240> is<00:11:24.420> it<00:11:24.540> possible<00:11:25.200> um 00:11:25.250 --> 00:11:25.260 align:start position:0% things onto it is it is it possible um 00:11:25.260 --> 00:11:27.170 align:start position:0% things onto it is it is it possible um that<00:11:25.380> is<00:11:25.500> not<00:11:25.620> possible<00:11:25.980> right<00:11:26.399> now 00:11:27.170 --> 00:11:27.180 align:start position:0% that is not possible right now 00:11:27.180 --> 00:11:28.790 align:start position:0% that is not possible right now um<00:11:27.300> and<00:11:27.480> there<00:11:27.720> are<00:11:27.899> no<00:11:27.959> immediate<00:11:28.380> plans<00:11:28.620> to 00:11:28.790 --> 00:11:28.800 align:start position:0% um and there are no immediate plans to 00:11:28.800 --> 00:11:30.650 align:start position:0% um and there are no immediate plans to do<00:11:29.100> that<00:11:29.279> uh<00:11:29.459> it's<00:11:29.700> just 00:11:30.650 --> 00:11:30.660 align:start position:0% do that uh it's just 00:11:30.660 --> 00:11:32.090 align:start position:0% do that uh it's just um<00:11:30.720> the<00:11:30.899> return<00:11:31.079> on<00:11:31.320> investment<00:11:31.620> just<00:11:31.860> it's 00:11:32.090 --> 00:11:32.100 align:start position:0% um the return on investment just it's 00:11:32.100 --> 00:11:34.370 align:start position:0% um the return on investment just it's not<00:11:32.279> quite<00:11:32.459> there<00:11:33.180> um<00:11:33.240> at<00:11:33.420> this<00:11:33.540> point<00:11:33.720> in<00:11:34.260> the 00:11:34.370 --> 00:11:34.380 align:start position:0% not quite there um at this point in the 00:11:34.380 --> 00:11:36.230 align:start position:0% not quite there um at this point in the future<00:11:34.500> uh<00:11:35.040> you<00:11:35.220> know<00:11:35.279> it's<00:11:35.579> it's<00:11:35.820> possible 00:11:36.230 --> 00:11:36.240 align:start position:0% future uh you know it's it's possible 00:11:36.240 --> 00:11:38.210 align:start position:0% future uh you know it's it's possible but<00:11:36.480> at<00:11:36.660> this<00:11:36.779> point<00:11:36.899> uh 00:11:38.210 --> 00:11:38.220 align:start position:0% but at this point uh 00:11:38.220 --> 00:11:40.310 align:start position:0% but at this point uh um<00:11:38.279> we're<00:11:39.180> not<00:11:39.300> planning<00:11:39.540> on<00:11:39.660> doing<00:11:39.839> it<00:11:39.959> in<00:11:40.140> the 00:11:40.310 --> 00:11:40.320 align:start position:0% um we're not planning on doing it in the 00:11:40.320 --> 00:11:41.750 align:start position:0% um we're not planning on doing it in the near<00:11:40.560> term<00:11:40.740> yeah<00:11:41.100> I<00:11:41.220> found<00:11:41.339> this<00:11:41.519> that's 00:11:41.750 --> 00:11:41.760 align:start position:0% near term yeah I found this that's 00:11:41.760 --> 00:11:43.910 align:start position:0% near term yeah I found this that's interesting<00:11:42.120> because<00:11:42.300> uh<00:11:42.899> I<00:11:43.140> was<00:11:43.260> at<00:11:43.440> Cloud<00:11:43.560> at 00:11:43.910 --> 00:11:43.920 align:start position:0% interesting because uh I was at Cloud at 00:11:43.920 --> 00:11:45.590 align:start position:0% interesting because uh I was at Cloud at some<00:11:44.040> point<00:11:44.160> before<00:11:44.399> and<00:11:44.820> you<00:11:45.060> know<00:11:45.180> cloud<00:11:45.300> has 00:11:45.590 --> 00:11:45.600 align:start position:0% some point before and you know cloud has 00:11:45.600 --> 00:11:47.269 align:start position:0% some point before and you know cloud has an<00:11:45.720> API<00:11:46.019> which<00:11:46.380> kind<00:11:46.560> of<00:11:46.680> you<00:11:46.800> know<00:11:46.920> lets<00:11:47.279> you 00:11:47.269 --> 00:11:47.279 align:start position:0% an API which kind of you know lets you 00:11:47.279 --> 00:11:50.930 align:start position:0% an API which kind of you know lets you classify<00:11:47.839> uh<00:11:48.839> influencers<00:11:49.500> by<00:11:49.980> by<00:11:50.220> topics<00:11:50.760> so 00:11:50.930 --> 00:11:50.940 align:start position:0% classify uh influencers by by topics so 00:11:50.940 --> 00:11:54.650 align:start position:0% classify uh influencers by by topics so it<00:11:51.240> has<00:11:51.360> an<00:11:51.540> anthology<00:11:51.920> and<00:11:52.920> uh<00:11:53.700> uh<00:11:54.180> Folks<00:11:54.480> at 00:11:54.650 --> 00:11:54.660 align:start position:0% it has an anthology and uh uh Folks at 00:11:54.660 --> 00:11:58.250 align:start position:0% it has an anthology and uh uh Folks at Prismatic<00:11:55.560> now<00:11:56.399> they<00:11:56.880> actually<00:11:57.060> make<00:11:57.540> their<00:11:57.959> a 00:11:58.250 --> 00:11:58.260 align:start position:0% Prismatic now they actually make their a 00:11:58.260 --> 00:12:01.130 align:start position:0% Prismatic now they actually make their a topic<00:11:58.500> graph<00:11:58.740> available<00:11:59.040> right<00:11:59.880> and<00:12:00.360> so<00:12:00.660> they 00:12:01.130 --> 00:12:01.140 align:start position:0% topic graph available right and so they 00:12:01.140 --> 00:12:03.769 align:start position:0% topic graph available right and so they uh<00:12:01.740> I<00:12:01.980> think<00:12:02.100> they<00:12:02.399> see<00:12:02.640> value<00:12:02.880> basically<00:12:03.420> so 00:12:03.769 --> 00:12:03.779 align:start position:0% uh I think they see value basically so 00:12:03.779 --> 00:12:06.350 align:start position:0% uh I think they see value basically so I'm<00:12:04.200> wondering<00:12:04.500> you<00:12:04.740> know<00:12:04.860> we<00:12:05.220> have<00:12:05.700> several 00:12:06.350 --> 00:12:06.360 align:start position:0% I'm wondering you know we have several 00:12:06.360 --> 00:12:08.569 align:start position:0% I'm wondering you know we have several graphs<00:12:07.200> like<00:12:07.380> this<00:12:07.500> right<00:12:07.740> it's<00:12:08.220> obviously 00:12:08.569 --> 00:12:08.579 align:start position:0% graphs like this right it's obviously 00:12:08.579 --> 00:12:10.490 align:start position:0% graphs like this right it's obviously Prismatic<00:12:09.420> people<00:12:09.540> you<00:12:09.899> know<00:12:09.959> they<00:12:10.140> blog 00:12:10.490 --> 00:12:10.500 align:start position:0% Prismatic people you know they blog 00:12:10.500 --> 00:12:12.110 align:start position:0% Prismatic people you know they blog about<00:12:10.620> it<00:12:10.920> how<00:12:11.220> they<00:12:11.399> created<00:12:11.760> the<00:12:11.940> interest 00:12:12.110 --> 00:12:12.120 align:start position:0% about it how they created the interest 00:12:12.120 --> 00:12:14.329 align:start position:0% about it how they created the interest graph<00:12:12.600> uh<00:12:13.320> put<00:12:13.500> all<00:12:13.620> the<00:12:13.800> work<00:12:13.920> into<00:12:14.100> that 00:12:14.329 --> 00:12:14.339 align:start position:0% graph uh put all the work into that 00:12:14.339 --> 00:12:17.210 align:start position:0% graph uh put all the work into that because<00:12:14.519> it's<00:12:14.940> important<00:12:15.300> to<00:12:15.480> surface<00:12:15.839> news 00:12:17.210 --> 00:12:17.220 align:start position:0% because it's important to surface news 00:12:17.220 --> 00:12:20.329 align:start position:0% because it's important to surface news um Wikipedia<00:12:18.000> has<00:12:18.180> its<00:12:18.420> own<00:12:18.480> Anthology<00:12:19.339> uh 00:12:20.329 --> 00:12:20.339 align:start position:0% um Wikipedia has its own Anthology uh 00:12:20.339 --> 00:12:21.410 align:start position:0% um Wikipedia has its own Anthology uh and 00:12:21.410 --> 00:12:21.420 align:start position:0% and 00:12:21.420 --> 00:12:24.230 align:start position:0% and um obviously<00:12:21.959> you<00:12:22.200> know<00:12:22.320> uh<00:12:23.040> we<00:12:23.700> have<00:12:23.940> several 00:12:24.230 --> 00:12:24.240 align:start position:0% um obviously you know uh we have several 00:12:24.240 --> 00:12:26.930 align:start position:0% um obviously you know uh we have several public<00:12:24.600> graphs<00:12:25.200> like<00:12:25.320> this<00:12:25.620> so<00:12:25.980> do<00:12:26.700> you<00:12:26.820> think 00:12:26.930 --> 00:12:26.940 align:start position:0% public graphs like this so do you think 00:12:26.940 --> 00:12:29.150 align:start position:0% public graphs like this so do you think in<00:12:27.180> the<00:12:27.300> future<00:12:27.680> uh<00:12:28.680> some<00:12:28.860> kind<00:12:29.040> of 00:12:29.150 --> 00:12:29.160 align:start position:0% in the future uh some kind of 00:12:29.160 --> 00:12:31.550 align:start position:0% in the future uh some kind of convergence<00:12:29.760> of<00:12:30.600> these<00:12:30.839> systems<00:12:31.260> you<00:12:31.440> know 00:12:31.550 --> 00:12:31.560 align:start position:0% convergence of these systems you know 00:12:31.560 --> 00:12:35.509 align:start position:0% convergence of these systems you know core<00:12:31.860> and<00:12:32.040> Wikipedia<00:12:32.760> and<00:12:33.480> and<00:12:33.660> others<00:12:34.560> I 00:12:35.509 --> 00:12:35.519 align:start position:0% core and Wikipedia and and others I 00:12:35.519 --> 00:12:38.389 align:start position:0% core and Wikipedia and and others I don't<00:12:35.640> necessarily<00:12:36.240> uh<00:12:36.660> see<00:12:36.959> that<00:12:37.260> uh<00:12:37.560> like<00:12:37.860> I 00:12:38.389 --> 00:12:38.399 align:start position:0% don't necessarily uh see that uh like I 00:12:38.399 --> 00:12:41.269 align:start position:0% don't necessarily uh see that uh like I I'm<00:12:39.060> more<00:12:39.420> familiar<00:12:39.720> with<00:12:39.959> uh<00:12:40.380> uh<00:12:40.680> wikipedias 00:12:41.269 --> 00:12:41.279 align:start position:0% I'm more familiar with uh uh wikipedias 00:12:41.279 --> 00:12:44.290 align:start position:0% I'm more familiar with uh uh wikipedias the<00:12:41.579> dbpd<00:12:42.180> ontology 00:12:44.290 --> 00:12:44.300 align:start position:0% the dbpd ontology 00:12:44.300 --> 00:12:46.790 align:start position:0% the dbpd ontology and<00:12:45.300> the<00:12:45.660> entities<00:12:45.899> that<00:12:46.260> are<00:12:46.380> associated 00:12:46.790 --> 00:12:46.800 align:start position:0% and the entities that are associated 00:12:46.800 --> 00:12:47.930 align:start position:0% and the entities that are associated with<00:12:46.980> they're<00:12:47.279> actually<00:12:47.399> quite<00:12:47.760> different 00:12:47.930 --> 00:12:47.940 align:start position:0% with they're actually quite different 00:12:47.940 --> 00:12:50.269 align:start position:0% with they're actually quite different between<00:12:48.420> quora<00:12:49.079> and<00:12:49.200> Wikipedia<00:12:49.800> I<00:12:50.100> mean 00:12:50.269 --> 00:12:50.279 align:start position:0% between quora and Wikipedia I mean 00:12:50.279 --> 00:12:52.490 align:start position:0% between quora and Wikipedia I mean there's<00:12:50.700> a<00:12:50.940> level<00:12:51.060> of<00:12:51.240> notability<00:12:51.779> in<00:12:52.200> terms 00:12:52.490 --> 00:12:52.500 align:start position:0% there's a level of notability in terms 00:12:52.500 --> 00:12:55.430 align:start position:0% there's a level of notability in terms of<00:12:52.800> what's<00:12:53.220> even<00:12:53.700> acceptable<00:12:54.300> for<00:12:54.779> Wikipedia 00:12:55.430 --> 00:12:55.440 align:start position:0% of what's even acceptable for Wikipedia 00:12:55.440 --> 00:12:56.930 align:start position:0% of what's even acceptable for Wikipedia articles 00:12:56.930 --> 00:12:56.940 align:start position:0% articles 00:12:56.940 --> 00:13:00.470 align:start position:0% articles um<00:12:57.060> and<00:12:58.019> it's<00:12:58.440> really<00:12:58.680> important<00:12:59.220> to<00:12:59.639> uh<00:13:00.180> you 00:13:00.470 --> 00:13:00.480 align:start position:0% um and it's really important to uh you 00:13:00.480 --> 00:13:02.750 align:start position:0% um and it's really important to uh you know<00:13:00.540> like<00:13:01.260> how<00:13:01.560> you<00:13:01.680> organize<00:13:02.220> the<00:13:02.399> structure 00:13:02.750 --> 00:13:02.760 align:start position:0% know like how you organize the structure 00:13:02.760 --> 00:13:04.550 align:start position:0% know like how you organize the structure is<00:13:02.940> different<00:13:03.120> because<00:13:03.300> like<00:13:03.480> the<00:13:03.779> you<00:13:04.500> know 00:13:04.550 --> 00:13:04.560 align:start position:0% is different because like the you know 00:13:04.560 --> 00:13:06.590 align:start position:0% is different because like the you know core<00:13:04.740> is<00:13:04.980> greater<00:13:05.279> getting<00:13:05.399> at<00:13:05.940> experiential 00:13:06.590 --> 00:13:06.600 align:start position:0% core is greater getting at experiential 00:13:06.600 --> 00:13:09.290 align:start position:0% core is greater getting at experiential knowledge<00:13:07.019> so<00:13:07.680> how<00:13:07.980> you<00:13:08.279> organize<00:13:08.700> where<00:13:09.120> you 00:13:09.290 --> 00:13:09.300 align:start position:0% knowledge so how you organize where you 00:13:09.300 --> 00:13:12.050 align:start position:0% knowledge so how you organize where you can<00:13:09.500> wherever<00:13:10.500> you<00:13:10.740> might<00:13:10.920> find<00:13:11.220> experiential 00:13:12.050 --> 00:13:12.060 align:start position:0% can wherever you might find experiential 00:13:12.060 --> 00:13:14.150 align:start position:0% can wherever you might find experiential knowledges<00:13:12.540> uh<00:13:12.959> different<00:13:13.200> than<00:13:13.440> where<00:13:13.740> where 00:13:14.150 --> 00:13:14.160 align:start position:0% knowledges uh different than where where 00:13:14.160 --> 00:13:16.730 align:start position:0% knowledges uh different than where where it<00:13:14.339> would<00:13:14.459> be<00:13:14.579> valuable<00:13:14.880> in<00:13:15.060> Wikipedia<00:13:15.660> so 00:13:16.730 --> 00:13:16.740 align:start position:0% it would be valuable in Wikipedia so 00:13:16.740 --> 00:13:18.769 align:start position:0% it would be valuable in Wikipedia so um<00:13:16.800> these<00:13:17.040> are<00:13:17.160> you<00:13:17.399> know<00:13:17.519> different<00:13:18.120> systems 00:13:18.769 --> 00:13:18.779 align:start position:0% um these are you know different systems 00:13:18.779 --> 00:13:21.530 align:start position:0% um these are you know different systems uh<00:13:19.560> you<00:13:19.980> know<00:13:20.040> the<00:13:20.220> high<00:13:20.399> level<00:13:20.579> ontology<00:13:21.180> you 00:13:21.530 --> 00:13:21.540 align:start position:0% uh you know the high level ontology you 00:13:21.540 --> 00:13:22.370 align:start position:0% uh you know the high level ontology you might 00:13:22.370 --> 00:13:22.380 align:start position:0% might 00:13:22.380 --> 00:13:24.230 align:start position:0% might um<00:13:22.440> you<00:13:22.740> might<00:13:22.860> think<00:13:22.980> are<00:13:23.279> you<00:13:23.639> know<00:13:23.700> you<00:13:24.180> can 00:13:24.230 --> 00:13:24.240 align:start position:0% um you might think are you know you can 00:13:24.240 --> 00:13:26.389 align:start position:0% um you might think are you know you can come<00:13:24.360> down<00:13:24.540> to<00:13:24.720> similar<00:13:25.139> uh<00:13:25.620> structures<00:13:26.160> but 00:13:26.389 --> 00:13:26.399 align:start position:0% come down to similar uh structures but 00:13:26.399 --> 00:13:28.129 align:start position:0% come down to similar uh structures but once<00:13:26.700> you<00:13:26.820> get<00:13:26.880> down<00:13:27.060> into<00:13:27.240> sort<00:13:27.480> of<00:13:27.600> the<00:13:27.779> the 00:13:28.129 --> 00:13:28.139 align:start position:0% once you get down into sort of the the 00:13:28.139 --> 00:13:29.810 align:start position:0% once you get down into sort of the the bulk<00:13:28.560> of<00:13:28.620> the<00:13:28.740> ontology<00:13:29.220> where<00:13:29.639> you're 00:13:29.810 --> 00:13:29.820 align:start position:0% bulk of the ontology where you're 00:13:29.820 --> 00:13:31.550 align:start position:0% bulk of the ontology where you're getting<00:13:29.940> into<00:13:30.240> the 00:13:31.550 --> 00:13:31.560 align:start position:0% getting into the 00:13:31.560 --> 00:13:34.190 align:start position:0% getting into the the<00:13:32.279> large<00:13:32.579> number<00:13:32.880> of<00:13:33.060> topics 00:13:34.190 --> 00:13:34.200 align:start position:0% the large number of topics 00:13:34.200 --> 00:13:37.069 align:start position:0% the large number of topics um I<00:13:34.920> think<00:13:35.040> there<00:13:35.279> will<00:13:35.459> be<00:13:36.079> significant 00:13:37.069 --> 00:13:37.079 align:start position:0% um I think there will be significant 00:13:37.079 --> 00:13:39.170 align:start position:0% um I think there will be significant differences<00:13:37.560> just<00:13:37.920> based<00:13:38.220> upon<00:13:38.459> the<00:13:38.820> use<00:13:38.940> case 00:13:39.170 --> 00:13:39.180 align:start position:0% differences just based upon the use case 00:13:39.180 --> 00:13:41.569 align:start position:0% differences just based upon the use case interesting<00:13:39.899> so<00:13:40.139> basically<00:13:40.440> so<00:13:41.160> it<00:13:41.279> looks 00:13:41.569 --> 00:13:41.579 align:start position:0% interesting so basically so it looks 00:13:41.579 --> 00:13:45.350 align:start position:0% interesting so basically so it looks like<00:13:41.700> the<00:13:42.240> the<00:13:42.540> usage<00:13:43.100> defines<00:13:44.100> still<00:13:45.000> the 00:13:45.350 --> 00:13:45.360 align:start position:0% like the the usage defines still the 00:13:45.360 --> 00:13:47.930 align:start position:0% like the the usage defines still the kind<00:13:45.480> of<00:13:45.600> analogy<00:13:46.079> so<00:13:46.200> so<00:13:46.860> Wikipedia<00:13:47.700> is<00:13:47.820> an 00:13:47.930 --> 00:13:47.940 align:start position:0% kind of analogy so so Wikipedia is an 00:13:47.940 --> 00:13:49.550 align:start position:0% kind of analogy so so Wikipedia is an encyclopedia<00:13:48.600> and<00:13:48.779> kind<00:13:48.899> of<00:13:49.019> definition<00:13:49.139> of 00:13:49.550 --> 00:13:49.560 align:start position:0% encyclopedia and kind of definition of 00:13:49.560 --> 00:13:53.090 align:start position:0% encyclopedia and kind of definition of facts<00:13:49.980> right<00:13:50.519> and<00:13:50.940> so<00:13:51.120> and<00:13:51.720> quarius<00:13:52.139> Q<00:13:52.440> a<00:13:52.560> right 00:13:53.090 --> 00:13:53.100 align:start position:0% facts right and so and quarius Q a right 00:13:53.100 --> 00:13:54.769 align:start position:0% facts right and so and quarius Q a right and<00:13:53.279> basically<00:13:53.639> so<00:13:53.880> it<00:13:54.000> seems<00:13:54.240> that<00:13:54.360> you<00:13:54.660> know 00:13:54.769 --> 00:13:54.779 align:start position:0% and basically so it seems that you know 00:13:54.779 --> 00:13:56.210 align:start position:0% and basically so it seems that you know the<00:13:54.899> Anthology<00:13:55.200> for<00:13:55.680> kind<00:13:55.980> of<00:13:56.040> questions 00:13:56.210 --> 00:13:56.220 align:start position:0% the Anthology for kind of questions 00:13:56.220 --> 00:13:58.970 align:start position:0% the Anthology for kind of questions people<00:13:56.579> may<00:13:56.880> ask<00:13:57.120> right<00:13:57.839> will<00:13:58.139> be<00:13:58.380> guided<00:13:58.740> by 00:13:58.970 --> 00:13:58.980 align:start position:0% people may ask right will be guided by 00:13:58.980 --> 00:14:01.370 align:start position:0% people may ask right will be guided by this<00:13:59.160> use<00:13:59.399> case<00:13:59.579> of<00:13:59.820> questions<00:14:00.120> right<00:14:00.600> and<00:14:00.899> and 00:14:01.370 --> 00:14:01.380 align:start position:0% this use case of questions right and and 00:14:01.380 --> 00:14:04.009 align:start position:0% this use case of questions right and and so<00:14:01.800> maybe<00:14:02.040> the<00:14:02.760> Prismatic<00:14:03.480> interest<00:14:03.600> graph 00:14:04.009 --> 00:14:04.019 align:start position:0% so maybe the Prismatic interest graph 00:14:04.019 --> 00:14:05.569 align:start position:0% so maybe the Prismatic interest graph will<00:14:04.260> be<00:14:04.380> different<00:14:04.560> because<00:14:04.860> it's<00:14:05.100> Guided<00:14:05.459> by 00:14:05.569 --> 00:14:05.579 align:start position:0% will be different because it's Guided by 00:14:05.579 --> 00:14:08.329 align:start position:0% will be different because it's Guided by kind<00:14:05.760> of<00:14:05.880> news<00:14:06.060> right<00:14:06.899> so<00:14:07.200> this<00:14:07.320> is<00:14:07.500> this<00:14:08.279> is 00:14:08.329 --> 00:14:08.339 align:start position:0% kind of news right so this is this is 00:14:08.339 --> 00:14:10.129 align:start position:0% kind of news right so this is this is interesting<00:14:08.639> so<00:14:08.880> they<00:14:09.060> will<00:14:09.240> we'll<00:14:09.540> see 00:14:10.129 --> 00:14:10.139 align:start position:0% interesting so they will we'll see 00:14:10.139 --> 00:14:12.470 align:start position:0% interesting so they will we'll see different<00:14:10.320> ontologies<00:14:11.160> based<00:14:11.459> on<00:14:11.519> this<00:14:11.639> I 00:14:12.470 --> 00:14:12.480 align:start position:0% different ontologies based on this I 00:14:12.480 --> 00:14:14.150 align:start position:0% different ontologies based on this I wonder<00:14:12.600> if<00:14:12.779> we<00:14:12.899> can<00:14:13.079> you<00:14:13.380> know<00:14:13.500> we<00:14:13.620> can<00:14:13.800> compare 00:14:14.150 --> 00:14:14.160 align:start position:0% wonder if we can you know we can compare 00:14:14.160 --> 00:14:15.949 align:start position:0% wonder if we can you know we can compare computer<00:14:14.880> scientists<00:14:15.420> who<00:14:15.540> can<00:14:15.660> compare 00:14:15.949 --> 00:14:15.959 align:start position:0% computer scientists who can compare 00:14:15.959 --> 00:14:18.949 align:start position:0% computer scientists who can compare trees<00:14:16.440> right<00:14:17.040> and<00:14:17.339> graphs<00:14:17.820> so<00:14:18.060> I<00:14:18.180> wonder<00:14:18.360> and 00:14:18.949 --> 00:14:18.959 align:start position:0% trees right and graphs so I wonder and 00:14:18.959 --> 00:14:21.290 align:start position:0% trees right and graphs so I wonder and what<00:14:19.260> will<00:14:19.440> we<00:14:19.680> will<00:14:19.920> find<00:14:20.160> right<00:14:20.459> if<00:14:20.820> you<00:14:21.000> whom 00:14:21.290 --> 00:14:21.300 align:start position:0% what will we will find right if you whom 00:14:21.300 --> 00:14:22.850 align:start position:0% what will we will find right if you whom you<00:14:21.480> know<00:14:21.660> compare<00:14:21.899> these<00:14:22.200> graphs<00:14:22.500> formally 00:14:22.850 --> 00:14:22.860 align:start position:0% you know compare these graphs formally 00:14:22.860 --> 00:14:24.710 align:start position:0% you know compare these graphs formally in<00:14:23.100> some<00:14:23.220> way<00:14:23.339> right<00:14:23.579> for<00:14:23.760> instance<00:14:23.940> okay<00:14:24.420> can 00:14:24.710 --> 00:14:24.720 align:start position:0% in some way right for instance okay can 00:14:24.720 --> 00:14:26.569 align:start position:0% in some way right for instance okay can you<00:14:24.839> talk<00:14:24.959> about<00:14:25.079> like<00:14:25.380> the<00:14:25.620> depth<00:14:26.279> or<00:14:26.399> maybe 00:14:26.569 --> 00:14:26.579 align:start position:0% you talk about like the depth or maybe 00:14:26.579 --> 00:14:28.190 align:start position:0% you talk about like the depth or maybe the<00:14:26.820> branching<00:14:27.180> Factor<00:14:27.540> because<00:14:27.779> there's 00:14:28.190 --> 00:14:28.200 align:start position:0% the branching Factor because there's 00:14:28.200 --> 00:14:29.870 align:start position:0% the branching Factor because there's this<00:14:28.440> Rock<00:14:28.740> Rule<00:14:29.040> that<00:14:29.100> they<00:14:29.279> have<00:14:29.399> no<00:14:29.579> humans 00:14:29.870 --> 00:14:29.880 align:start position:0% this Rock Rule that they have no humans 00:14:29.880 --> 00:14:32.509 align:start position:0% this Rock Rule that they have no humans have<00:14:30.120> to<00:14:30.240> have<00:14:30.420> five<00:14:31.019> plus<00:14:31.260> many<00:14:31.500> plus<00:14:31.980> minus 00:14:32.509 --> 00:14:32.519 align:start position:0% have to have five plus many plus minus 00:14:32.519 --> 00:14:36.170 align:start position:0% have to have five plus many plus minus two<00:14:33.079> Branch<00:14:34.079> branches<00:14:34.740> right<00:14:35.339> that's<00:14:35.760> how<00:14:35.940> the 00:14:36.170 --> 00:14:36.180 align:start position:0% two Branch branches right that's how the 00:14:36.180 --> 00:14:39.350 align:start position:0% two Branch branches right that's how the kind<00:14:36.300> of<00:14:36.420> easier<00:14:36.720> remember<00:14:37.500> do<00:14:38.459> you<00:14:38.700> have<00:14:39.240> any 00:14:39.350 --> 00:14:39.360 align:start position:0% kind of easier remember do you have any 00:14:39.360 --> 00:14:41.569 align:start position:0% kind of easier remember do you have any rules<00:14:39.779> like<00:14:39.959> that<00:14:40.139> in<00:14:40.320> neurontology 00:14:41.569 --> 00:14:41.579 align:start position:0% rules like that in neurontology 00:14:41.579 --> 00:14:44.329 align:start position:0% rules like that in neurontology um<00:14:41.639> so<00:14:42.240> we<00:14:42.540> so<00:14:42.959> first<00:14:43.139> we<00:14:43.560> have<00:14:43.680> a<00:14:43.800> graph<00:14:43.980> we<00:14:44.220> are 00:14:44.329 --> 00:14:44.339 align:start position:0% um so we so first we have a graph we are 00:14:44.339 --> 00:14:46.610 align:start position:0% um so we so first we have a graph we are not<00:14:44.459> a<00:14:44.699> tree<00:14:44.880> so<00:14:45.480> you<00:14:45.600> have<00:14:45.720> multiple<00:14:45.959> parents 00:14:46.610 --> 00:14:46.620 align:start position:0% not a tree so you have multiple parents 00:14:46.620 --> 00:14:47.629 align:start position:0% not a tree so you have multiple parents um we<00:14:46.860> think<00:14:46.980> that's<00:14:47.100> actually<00:14:47.339> very 00:14:47.629 --> 00:14:47.639 align:start position:0% um we think that's actually very 00:14:47.639 --> 00:14:49.790 align:start position:0% um we think that's actually very important<00:14:47.940> for<00:14:48.300> defining<00:14:49.019> Concepts<00:14:49.500> you<00:14:49.680> know 00:14:49.790 --> 00:14:49.800 align:start position:0% important for defining Concepts you know 00:14:49.800 --> 00:14:51.829 align:start position:0% important for defining Concepts you know many<00:14:49.980> concepts<00:14:50.519> are<00:14:50.699> you<00:14:50.940> know<00:14:51.060> intersections 00:14:51.829 --> 00:14:51.839 align:start position:0% many concepts are you know intersections 00:14:51.839 --> 00:14:54.129 align:start position:0% many concepts are you know intersections of<00:14:52.199> uh<00:14:52.680> I<00:14:53.100> ideas 00:14:54.129 --> 00:14:54.139 align:start position:0% of uh I ideas 00:14:54.139 --> 00:14:56.210 align:start position:0% of uh I ideas so<00:14:55.139> for<00:14:55.260> instance<00:14:55.440> a<00:14:55.560> perfectly<00:14:55.860> acceptable 00:14:56.210 --> 00:14:56.220 align:start position:0% so for instance a perfectly acceptable 00:14:56.220 --> 00:14:58.850 align:start position:0% so for instance a perfectly acceptable topic<00:14:56.699> are<00:14:57.240> Italian<00:14:57.839> restaurants<00:14:58.260> in<00:14:58.740> North 00:14:58.850 --> 00:14:58.860 align:start position:0% topic are Italian restaurants in North 00:14:58.860 --> 00:15:00.350 align:start position:0% topic are Italian restaurants in North Beach<00:14:59.160> yes 00:15:00.350 --> 00:15:00.360 align:start position:0% Beach yes 00:15:00.360 --> 00:15:01.670 align:start position:0% Beach yes um<00:15:00.420> and<00:15:00.779> that's<00:15:00.899> you<00:15:01.139> know<00:15:01.199> the<00:15:01.380> intersection 00:15:01.670 --> 00:15:01.680 align:start position:0% um and that's you know the intersection 00:15:01.680 --> 00:15:04.250 align:start position:0% um and that's you know the intersection of<00:15:01.980> Italian<00:15:02.220> restaurants<00:15:02.779> and<00:15:03.779> uh<00:15:04.079> North 00:15:04.250 --> 00:15:04.260 align:start position:0% of Italian restaurants and uh North 00:15:04.260 --> 00:15:06.949 align:start position:0% of Italian restaurants and uh North beaches<00:15:04.620> part<00:15:05.279> of<00:15:05.459> San<00:15:05.699> Francisco<00:15:05.820> yes<00:15:06.420> and 00:15:06.949 --> 00:15:06.959 align:start position:0% beaches part of San Francisco yes and 00:15:06.959 --> 00:15:09.530 align:start position:0% beaches part of San Francisco yes and then<00:15:07.459> Italian<00:15:08.459> restaurants<00:15:08.880> in<00:15:09.240> and<00:15:09.420> of 00:15:09.530 --> 00:15:09.540 align:start position:0% then Italian restaurants in and of 00:15:09.540 --> 00:15:11.150 align:start position:0% then Italian restaurants in and of itself<00:15:09.779> right<00:15:09.959> there's<00:15:10.199> an<00:15:10.320> intersection<00:15:10.680> of 00:15:11.150 --> 00:15:11.160 align:start position:0% itself right there's an intersection of 00:15:11.160 --> 00:15:12.769 align:start position:0% itself right there's an intersection of Italian<00:15:11.399> food<00:15:11.820> and<00:15:12.000> Cuisine<00:15:12.420> with 00:15:12.769 --> 00:15:12.779 align:start position:0% Italian food and Cuisine with 00:15:12.779 --> 00:15:15.889 align:start position:0% Italian food and Cuisine with restaurants<00:15:13.399> and<00:15:14.399> so<00:15:14.639> naturally<00:15:15.420> you'd<00:15:15.720> want 00:15:15.889 --> 00:15:15.899 align:start position:0% restaurants and so naturally you'd want 00:15:15.899 --> 00:15:18.050 align:start position:0% restaurants and so naturally you'd want to<00:15:16.079> actually<00:15:16.380> uh<00:15:17.040> take<00:15:17.279> the<00:15:17.399> topics<00:15:17.760> up<00:15:17.940> in 00:15:18.050 --> 00:15:18.060 align:start position:0% to actually uh take the topics up in 00:15:18.060 --> 00:15:22.430 align:start position:0% to actually uh take the topics up in both<00:15:18.240> directions<00:15:18.740> in<00:15:19.740> terms<00:15:19.980> of<00:15:20.160> uh<00:15:20.779> the<00:15:21.779> the 00:15:22.430 --> 00:15:22.440 align:start position:0% both directions in terms of uh the the 00:15:22.440 --> 00:15:26.509 align:start position:0% both directions in terms of uh the the the<00:15:22.680> rough<00:15:23.459> rules<00:15:23.880> we're<00:15:24.779> hoping<00:15:25.199> that<00:15:25.380> for 00:15:26.509 --> 00:15:26.519 align:start position:0% the rough rules we're hoping that for 00:15:26.519 --> 00:15:27.889 align:start position:0% the rough rules we're hoping that for um<00:15:26.579> most<00:15:26.940> of<00:15:27.060> the<00:15:27.180> parent-child 00:15:27.889 --> 00:15:27.899 align:start position:0% um most of the parent-child 00:15:27.899 --> 00:15:30.410 align:start position:0% um most of the parent-child relationships<00:15:28.500> we're<00:15:28.680> aiming<00:15:29.040> for<00:15:29.160> say<00:15:30.000> 10<00:15:30.240> to 00:15:30.410 --> 00:15:30.420 align:start position:0% relationships we're aiming for say 10 to 00:15:30.420 --> 00:15:32.569 align:start position:0% relationships we're aiming for say 10 to 20<00:15:30.660> children<00:15:30.959> maybe<00:15:31.199> 5<00:15:31.560> in<00:15:32.040> some<00:15:32.220> cases 00:15:32.569 --> 00:15:32.579 align:start position:0% 20 children maybe 5 in some cases 00:15:32.579 --> 00:15:34.430 align:start position:0% 20 children maybe 5 in some cases probably<00:15:33.240> not<00:15:33.420> more<00:15:33.660> than<00:15:33.779> 20<00:15:33.959> because<00:15:34.260> it 00:15:34.430 --> 00:15:34.440 align:start position:0% probably not more than 20 because it 00:15:34.440 --> 00:15:35.509 align:start position:0% probably not more than 20 because it just<00:15:34.560> becomes<00:15:34.800> very<00:15:34.980> difficult<00:15:35.220> to<00:15:35.399> navigate 00:15:35.509 --> 00:15:35.519 align:start position:0% just becomes very difficult to navigate 00:15:35.519 --> 00:15:38.870 align:start position:0% just becomes very difficult to navigate beneath<00:15:36.300> that<00:15:36.420> with<00:15:36.899> the<00:15:37.079> exception<00:15:37.500> of<00:15:38.220> is 00:15:38.870 --> 00:15:38.880 align:start position:0% beneath that with the exception of is 00:15:38.880 --> 00:15:40.670 align:start position:0% beneath that with the exception of is the<00:15:39.060> relationships<00:15:39.779> and<00:15:39.899> is<00:15:40.199> a<00:15:40.380> kind<00:15:40.560> of 00:15:40.670 --> 00:15:40.680 align:start position:0% the relationships and is a kind of 00:15:40.680 --> 00:15:43.189 align:start position:0% the relationships and is a kind of relationships<00:15:41.279> where<00:15:41.459> you<00:15:41.639> can<00:15:41.760> have<00:15:42.060> uh<00:15:43.019> you 00:15:43.189 --> 00:15:43.199 align:start position:0% relationships where you can have uh you 00:15:43.199 --> 00:15:46.069 align:start position:0% relationships where you can have uh you know<00:15:43.260> arbitrarily<00:15:43.860> many<00:15:44.040> uh<00:15:44.820> types<00:15:45.180> of 00:15:46.069 --> 00:15:46.079 align:start position:0% know arbitrarily many uh types of 00:15:46.079 --> 00:15:49.670 align:start position:0% know arbitrarily many uh types of of<00:15:46.920> examples<00:15:47.399> of<00:15:47.699> a<00:15:47.880> concept<00:15:48.320> and<00:15:49.320> we<00:15:49.560> do 00:15:49.670 --> 00:15:49.680 align:start position:0% of examples of a concept and we do 00:15:49.680 --> 00:15:50.870 align:start position:0% of examples of a concept and we do encode<00:15:49.980> that<00:15:50.160> via<00:15:50.459> parent-child 00:15:50.870 --> 00:15:50.880 align:start position:0% encode that via parent-child 00:15:50.880 --> 00:15:53.470 align:start position:0% encode that via parent-child relationships<00:15:51.420> in<00:15:51.600> a<00:15:51.839> special<00:15:52.260> way 00:15:53.470 --> 00:15:53.480 align:start position:0% relationships in a special way 00:15:53.480 --> 00:15:56.269 align:start position:0% relationships in a special way then<00:15:54.480> in<00:15:54.660> terms<00:15:54.839> of<00:15:54.899> parentage<00:15:55.440> you<00:15:56.040> know<00:15:56.100> we 00:15:56.269 --> 00:15:56.279 align:start position:0% then in terms of parentage you know we 00:15:56.279 --> 00:15:57.650 align:start position:0% then in terms of parentage you know we really<00:15:56.459> hope<00:15:56.639> to<00:15:56.760> keep<00:15:56.880> the<00:15:57.000> parentage<00:15:57.360> down 00:15:57.650 --> 00:15:57.660 align:start position:0% really hope to keep the parentage down 00:15:57.660 --> 00:15:59.930 align:start position:0% really hope to keep the parentage down to<00:15:57.959> one<00:15:58.740> two<00:15:58.980> three 00:15:59.930 --> 00:15:59.940 align:start position:0% to one two three 00:15:59.940 --> 00:16:03.470 align:start position:0% to one two three um<00:16:00.000> in<00:16:00.240> most<00:16:00.360> cases<00:16:00.779> uh<00:16:01.920> um<00:16:01.980> not<00:16:02.220> have<00:16:02.579> lots<00:16:03.420> of 00:16:03.470 --> 00:16:03.480 align:start position:0% um in most cases uh um not have lots of 00:16:03.480 --> 00:16:05.269 align:start position:0% um in most cases uh um not have lots of Concepts<00:16:03.899> because<00:16:04.079> you<00:16:04.380> really<00:16:04.680> run<00:16:04.860> into<00:16:05.040> a 00:16:05.269 --> 00:16:05.279 align:start position:0% Concepts because you really run into a 00:16:05.279 --> 00:16:06.829 align:start position:0% Concepts because you really run into a sort<00:16:05.519> of<00:16:05.579> global<00:16:05.940> problems<00:16:06.360> if<00:16:06.540> you<00:16:06.660> have<00:16:06.720> too 00:16:06.829 --> 00:16:06.839 align:start position:0% sort of global problems if you have too 00:16:06.839 --> 00:16:09.590 align:start position:0% sort of global problems if you have too many<00:16:07.019> parents<00:16:07.500> yes<00:16:07.980> and<00:16:08.699> so<00:16:08.820> while<00:16:09.060> we<00:16:09.420> were 00:16:09.590 --> 00:16:09.600 align:start position:0% many parents yes and so while we were 00:16:09.600 --> 00:16:11.629 align:start position:0% many parents yes and so while we were very<00:16:09.839> conscious<00:16:10.320> of<00:16:10.500> that<00:16:10.620> so 00:16:11.629 --> 00:16:11.639 align:start position:0% very conscious of that so 00:16:11.639 --> 00:16:13.189 align:start position:0% very conscious of that so um<00:16:11.699> yeah<00:16:12.240> I<00:16:12.420> think<00:16:12.540> we're<00:16:12.660> planning<00:16:12.959> on<00:16:13.019> having 00:16:13.189 --> 00:16:13.199 align:start position:0% um yeah I think we're planning on having 00:16:13.199 --> 00:16:15.650 align:start position:0% um yeah I think we're planning on having a<00:16:13.320> strict<00:16:13.560> rule<00:16:13.860> of<00:16:13.980> six<00:16:14.760> and<00:16:15.000> aiming<00:16:15.360> for<00:16:15.480> one 00:16:15.650 --> 00:16:15.660 align:start position:0% a strict rule of six and aiming for one 00:16:15.660 --> 00:16:18.410 align:start position:0% a strict rule of six and aiming for one two<00:16:15.839> three<00:16:16.079> for<00:16:16.380> most<00:16:16.620> uh<00:16:17.040> subjects<00:16:17.760> so<00:16:18.180> the 00:16:18.410 --> 00:16:18.420 align:start position:0% two three for most uh subjects so the 00:16:18.420 --> 00:16:21.470 align:start position:0% two three for most uh subjects so the degree<00:16:18.779> uh<00:16:19.680> you<00:16:19.860> prefer<00:16:20.220> is<00:16:20.699> between<00:16:20.940> 10<00:16:21.240> and 00:16:21.470 --> 00:16:21.480 align:start position:0% degree uh you prefer is between 10 and 00:16:21.480 --> 00:16:24.410 align:start position:0% degree uh you prefer is between 10 and 20<00:16:21.720> 10<00:16:22.260> 20<00:16:22.620> children<00:16:22.980> under<00:16:23.399> a<00:16:23.699> parent 00:16:24.410 --> 00:16:24.420 align:start position:0% 20 10 20 children under a parent 00:16:24.420 --> 00:16:26.569 align:start position:0% 20 10 20 children under a parent um but<00:16:24.720> yeah<00:16:24.959> possibly<00:16:25.440> uh<00:16:25.920> what<00:16:26.100> some<00:16:26.399> some 00:16:26.569 --> 00:16:26.579 align:start position:0% um but yeah possibly uh what some some 00:16:26.579 --> 00:16:28.610 align:start position:0% um but yeah possibly uh what some some will<00:16:26.820> be<00:16:27.000> five<00:16:27.120> it<00:16:27.300> depends<00:16:27.600> a<00:16:27.720> lot<00:16:27.839> on<00:16:28.139> the<00:16:28.320> uh 00:16:28.610 --> 00:16:28.620 align:start position:0% will be five it depends a lot on the uh 00:16:28.620 --> 00:16:30.769 align:start position:0% will be five it depends a lot on the uh on<00:16:29.040> the<00:16:29.220> actual<00:16:29.579> uh 00:16:30.769 --> 00:16:30.779 align:start position:0% on the actual uh 00:16:30.779 --> 00:16:34.009 align:start position:0% on the actual uh um<00:16:30.899> topic<00:16:31.519> and<00:16:32.519> how<00:16:32.699> much<00:16:32.820> you 00:16:34.009 --> 00:16:34.019 align:start position:0% um topic and how much you 00:16:34.019 --> 00:16:35.210 align:start position:0% um topic and how much you um<00:16:34.079> you<00:16:34.199> know<00:16:34.320> it's<00:16:34.380> essentially<00:16:34.800> a<00:16:34.920> trade-off 00:16:35.210 --> 00:16:35.220 align:start position:0% um you know it's essentially a trade-off 00:16:35.220 --> 00:16:37.790 align:start position:0% um you know it's essentially a trade-off between<00:16:35.519> breadth<00:16:36.480> versus<00:16:36.720> depth 00:16:37.790 --> 00:16:37.800 align:start position:0% between breadth versus depth 00:16:37.800 --> 00:16:39.290 align:start position:0% between breadth versus depth um<00:16:37.920> and<00:16:38.100> so<00:16:38.279> do<00:16:38.519> you<00:16:38.639> want<00:16:38.759> to<00:16:38.820> you<00:16:39.000> know<00:16:39.120> keep 00:16:39.290 --> 00:16:39.300 align:start position:0% um and so do you want to you know keep 00:16:39.300 --> 00:16:42.530 align:start position:0% um and so do you want to you know keep on<00:16:39.480> navigating<00:16:39.959> down<00:16:40.440> versus<00:16:40.860> uh<00:16:41.399> with<00:16:42.120> and<00:16:42.420> so 00:16:42.530 --> 00:16:42.540 align:start position:0% on navigating down versus uh with and so 00:16:42.540 --> 00:16:43.550 align:start position:0% on navigating down versus uh with and so you<00:16:42.660> know<00:16:42.779> how<00:16:42.899> many<00:16:43.019> levels<00:16:43.259> can<00:16:43.440> you 00:16:43.550 --> 00:16:43.560 align:start position:0% you know how many levels can you 00:16:43.560 --> 00:16:44.810 align:start position:0% you know how many levels can you actually<00:16:43.680> keep<00:16:43.920> track<00:16:44.100> of<00:16:44.220> in<00:16:44.399> your<00:16:44.579> head<00:16:44.699> and 00:16:44.810 --> 00:16:44.820 align:start position:0% actually keep track of in your head and 00:16:44.820 --> 00:16:48.050 align:start position:0% actually keep track of in your head and naturally<00:16:45.180> find<00:16:45.420> uh<00:16:45.899> so<00:16:46.199> you<00:16:46.800> know<00:16:46.920> we're 00:16:48.050 --> 00:16:48.060 align:start position:0% naturally find uh so you know we're 00:16:48.060 --> 00:16:50.150 align:start position:0% naturally find uh so you know we're we<00:16:48.839> you<00:16:49.199> know<00:16:49.320> we're<00:16:49.440> dealing<00:16:49.800> with<00:16:49.860> the<00:16:50.040> the 00:16:50.150 --> 00:16:50.160 align:start position:0% we you know we're dealing with the the 00:16:50.160 --> 00:16:52.970 align:start position:0% we you know we're dealing with the the trade-off<00:16:50.519> of<00:16:50.759> that<00:16:50.880> uh<00:16:51.600> I<00:16:51.779> wonder<00:16:51.959> can<00:16:52.560> you<00:16:52.680> uh 00:16:52.970 --> 00:16:52.980 align:start position:0% trade-off of that uh I wonder can you uh 00:16:52.980 --> 00:16:54.829 align:start position:0% trade-off of that uh I wonder can you uh measure<00:16:53.279> this<00:16:53.459> right<00:16:53.699> as<00:16:54.060> experimental 00:16:54.829 --> 00:16:54.839 align:start position:0% measure this right as experimental 00:16:54.839 --> 00:16:56.749 align:start position:0% measure this right as experimental scientists<00:16:55.220> like<00:16:56.220> we<00:16:56.279> can<00:16:56.459> actually<00:16:56.519> lose 00:16:56.749 --> 00:16:56.759 align:start position:0% scientists like we can actually lose 00:16:56.759 --> 00:16:58.610 align:start position:0% scientists like we can actually lose some<00:16:56.940> of<00:16:57.060> this<00:16:57.180> and<00:16:57.660> I<00:16:57.899> was<00:16:58.019> always<00:16:58.139> wondering 00:16:58.610 --> 00:16:58.620 align:start position:0% some of this and I was always wondering 00:16:58.620 --> 00:17:00.050 align:start position:0% some of this and I was always wondering you<00:16:58.860> know<00:16:58.980> in<00:16:59.040> trade-offs<00:16:59.579> like<00:16:59.699> this<00:16:59.820> you 00:17:00.050 --> 00:17:00.060 align:start position:0% you know in trade-offs like this you 00:17:00.060 --> 00:17:02.389 align:start position:0% you know in trade-offs like this you know<00:17:00.240> breath<00:17:00.720> versus<00:17:01.199> depth<00:17:01.800> you<00:17:02.279> can 00:17:02.389 --> 00:17:02.399 align:start position:0% know breath versus depth you can 00:17:02.399 --> 00:17:04.549 align:start position:0% know breath versus depth you can actually<00:17:02.519> make<00:17:02.820> an<00:17:03.000> AB<00:17:03.300> experiment<00:17:04.199> and<00:17:04.380> you 00:17:04.549 --> 00:17:04.559 align:start position:0% actually make an AB experiment and you 00:17:04.559 --> 00:17:06.110 align:start position:0% actually make an AB experiment and you can<00:17:04.679> you<00:17:04.799> know<00:17:04.919> structure<00:17:05.280> this<00:17:05.579> way<00:17:05.760> way 00:17:06.110 --> 00:17:06.120 align:start position:0% can you know structure this way way 00:17:06.120 --> 00:17:08.630 align:start position:0% can you know structure this way way versus<00:17:06.660> that<00:17:07.079> way<00:17:07.199> I<00:17:07.620> guys<00:17:07.860> do<00:17:08.160> anything<00:17:08.339> like 00:17:08.630 --> 00:17:08.640 align:start position:0% versus that way I guys do anything like 00:17:08.640 --> 00:17:09.770 align:start position:0% versus that way I guys do anything like that 00:17:09.770 --> 00:17:09.780 align:start position:0% that 00:17:09.780 --> 00:17:11.390 align:start position:0% that um<00:17:09.839> we<00:17:10.140> are<00:17:10.260> not<00:17:10.380> doing<00:17:10.500> a<00:17:10.620> b<00:17:10.799> testing<00:17:11.160> at<00:17:11.280> this 00:17:11.390 --> 00:17:11.400 align:start position:0% um we are not doing a b testing at this 00:17:11.400 --> 00:17:13.429 align:start position:0% um we are not doing a b testing at this point<00:17:11.520> on<00:17:11.699> on<00:17:12.120> the<00:17:12.600> uh<00:17:12.780> structure<00:17:13.260> of<00:17:13.319> the 00:17:13.429 --> 00:17:13.439 align:start position:0% point on on the uh structure of the 00:17:13.439 --> 00:17:14.630 align:start position:0% point on on the uh structure of the ontology 00:17:14.630 --> 00:17:14.640 align:start position:0% ontology 00:17:14.640 --> 00:17:15.530 align:start position:0% ontology um it's<00:17:14.819> something<00:17:15.000> that<00:17:15.179> we<00:17:15.360> could 00:17:15.530 --> 00:17:15.540 align:start position:0% um it's something that we could 00:17:15.540 --> 00:17:17.210 align:start position:0% um it's something that we could potentially<00:17:15.900> do 00:17:17.210 --> 00:17:17.220 align:start position:0% potentially do 00:17:17.220 --> 00:17:19.850 align:start position:0% potentially do um<00:17:17.339> you<00:17:17.579> know<00:17:17.699> we<00:17:18.059> I<00:17:18.720> think<00:17:19.079> that<00:17:19.260> we<00:17:19.559> are<00:17:19.679> not 00:17:19.850 --> 00:17:19.860 align:start position:0% um you know we I think that we are not 00:17:19.860 --> 00:17:21.610 align:start position:0% um you know we I think that we are not planning<00:17:20.160> on<00:17:20.280> having<00:17:20.459> this<00:17:20.699> be 00:17:21.610 --> 00:17:21.620 align:start position:0% planning on having this be 00:17:21.620 --> 00:17:25.309 align:start position:0% planning on having this be massively<00:17:22.620> visible<00:17:23.100> to<00:17:23.579> uh<00:17:24.600> um<00:17:24.720> the<00:17:25.140> average 00:17:25.309 --> 00:17:25.319 align:start position:0% massively visible to uh um the average 00:17:25.319 --> 00:17:27.829 align:start position:0% massively visible to uh um the average person<00:17:25.679> who<00:17:25.919> uses<00:17:26.160> quora<00:17:26.640> so<00:17:27.179> it's<00:17:27.480> a<00:17:27.600> lot<00:17:27.720> more 00:17:27.829 --> 00:17:27.839 align:start position:0% person who uses quora so it's a lot more 00:17:27.839 --> 00:17:29.690 align:start position:0% person who uses quora so it's a lot more what<00:17:28.079> actually<00:17:28.319> functions<00:17:28.919> best<00:17:29.160> in<00:17:29.400> terms<00:17:29.640> of 00:17:29.690 --> 00:17:29.700 align:start position:0% what actually functions best in terms of 00:17:29.700 --> 00:17:31.370 align:start position:0% what actually functions best in terms of getting<00:17:29.940> uh 00:17:31.370 --> 00:17:31.380 align:start position:0% getting uh 00:17:31.380 --> 00:17:33.049 align:start position:0% getting uh um<00:17:31.440> the<00:17:31.919> content<00:17:32.220> on<00:17:32.340> warrant<00:17:32.700> to<00:17:32.880> the<00:17:33.000> people 00:17:33.049 --> 00:17:33.059 align:start position:0% um the content on warrant to the people 00:17:33.059 --> 00:17:34.909 align:start position:0% um the content on warrant to the people who<00:17:33.240> are<00:17:33.360> interested<00:17:33.660> in<00:17:33.840> it<00:17:33.960> yes<00:17:34.620> um<00:17:34.679> and<00:17:34.799> so 00:17:34.909 --> 00:17:34.919 align:start position:0% who are interested in it yes um and so 00:17:34.919 --> 00:17:36.830 align:start position:0% who are interested in it yes um and so it's<00:17:35.039> really<00:17:35.220> the<00:17:35.460> bottom<00:17:35.760> line<00:17:35.940> as<00:17:36.480> opposed 00:17:36.830 --> 00:17:36.840 align:start position:0% it's really the bottom line as opposed 00:17:36.840 --> 00:17:39.650 align:start position:0% it's really the bottom line as opposed to other<00:17:37.799> sort<00:17:38.160> of<00:17:38.280> uh<00:17:38.580> metrics<00:17:39.120> in<00:17:39.299> terms<00:17:39.539> in 00:17:39.650 --> 00:17:39.660 align:start position:0% to other sort of uh metrics in terms in 00:17:39.660 --> 00:17:41.390 align:start position:0% to other sort of uh metrics in terms in terms<00:17:39.840> of<00:17:39.960> like<00:17:40.080> people<00:17:40.320> understanding<00:17:40.980> what 00:17:41.390 --> 00:17:41.400 align:start position:0% terms of like people understanding what 00:17:41.400 --> 00:17:45.169 align:start position:0% terms of like people understanding what the<00:17:41.520> ontology<00:17:41.940> is<00:17:42.539> versus<00:17:43.320> uh<00:17:43.980> what<00:17:44.700> we<00:17:45.000> really 00:17:45.169 --> 00:17:45.179 align:start position:0% the ontology is versus uh what we really 00:17:45.179 --> 00:17:47.330 align:start position:0% the ontology is versus uh what we really care<00:17:45.419> about<00:17:45.600> which<00:17:45.960> is<00:17:46.140> having<00:17:46.440> people<00:17:46.740> you 00:17:47.330 --> 00:17:47.340 align:start position:0% care about which is having people you 00:17:47.340 --> 00:17:48.650 align:start position:0% care about which is having people you know<00:17:47.400> write<00:17:47.580> great<00:17:47.760> questions<00:17:48.000> questions<00:17:48.360> and 00:17:48.650 --> 00:17:48.660 align:start position:0% know write great questions questions and 00:17:48.660 --> 00:17:50.630 align:start position:0% know write great questions questions and answers<00:17:48.900> on<00:17:49.260> subjects<00:17:49.799> right<00:17:50.039> but<00:17:50.340> you<00:17:50.520> still 00:17:50.630 --> 00:17:50.640 align:start position:0% answers on subjects right but you still 00:17:50.640 --> 00:17:52.250 align:start position:0% answers on subjects right but you still can<00:17:50.820> measure<00:17:51.059> the<00:17:51.179> outcome<00:17:51.480> right<00:17:51.720> so<00:17:51.900> so<00:17:52.080> I 00:17:52.250 --> 00:17:52.260 align:start position:0% can measure the outcome right so so I 00:17:52.260 --> 00:17:53.750 align:start position:0% can measure the outcome right so so I had<00:17:52.380> actually<00:17:52.620> this<00:17:52.860> idea<00:17:53.039> I<00:17:53.160> wonder<00:17:53.340> what<00:17:53.640> you 00:17:53.750 --> 00:17:53.760 align:start position:0% had actually this idea I wonder what you 00:17:53.760 --> 00:17:55.610 align:start position:0% had actually this idea I wonder what you think<00:17:53.880> about<00:17:54.000> it<00:17:54.179> so<00:17:54.720> we<00:17:55.020> can<00:17:55.200> actually<00:17:55.320> say 00:17:55.610 --> 00:17:55.620 align:start position:0% think about it so we can actually say 00:17:55.620 --> 00:17:57.409 align:start position:0% think about it so we can actually say let's<00:17:55.860> let's<00:17:56.160> let's<00:17:56.220> measure<00:17:57.179> all<00:17:57.299> the 00:17:57.409 --> 00:17:57.419 align:start position:0% let's let's let's measure all the 00:17:57.419 --> 00:17:58.669 align:start position:0% let's let's let's measure all the interactions<00:17:57.840> of<00:17:57.960> people<00:17:58.080> with<00:17:58.320> Anthology 00:17:58.669 --> 00:17:58.679 align:start position:0% interactions of people with Anthology 00:17:58.679 --> 00:18:01.549 align:start position:0% interactions of people with Anthology maybe<00:17:59.039> indirectly<00:17:59.580> by<00:18:00.179> kind<00:18:00.480> of<00:18:00.600> seeing<00:18:01.020> what 00:18:01.549 --> 00:18:01.559 align:start position:0% maybe indirectly by kind of seeing what 00:18:01.559 --> 00:18:02.990 align:start position:0% maybe indirectly by kind of seeing what kind<00:18:01.799> of<00:18:01.919> knowledge<00:18:02.220> they<00:18:02.400> navigate<00:18:02.580> right 00:18:02.990 --> 00:18:03.000 align:start position:0% kind of knowledge they navigate right 00:18:03.000 --> 00:18:05.210 align:start position:0% kind of knowledge they navigate right and<00:18:03.419> and<00:18:03.720> so<00:18:04.020> they<00:18:04.140> can<00:18:04.320> they<00:18:04.559> have<00:18:04.740> paths 00:18:05.210 --> 00:18:05.220 align:start position:0% and and so they can they have paths 00:18:05.220 --> 00:18:07.370 align:start position:0% and and so they can they have paths through<00:18:05.700> the<00:18:05.880> Anthology<00:18:06.240> and<00:18:06.539> let's<00:18:06.780> you<00:18:07.260> know 00:18:07.370 --> 00:18:07.380 align:start position:0% through the Anthology and let's you know 00:18:07.380 --> 00:18:09.590 align:start position:0% through the Anthology and let's you know say<00:18:07.679> that<00:18:07.860> you<00:18:08.039> know<00:18:08.100> the<00:18:08.400> efficiencies<00:18:09.240> sum 00:18:09.590 --> 00:18:09.600 align:start position:0% say that you know the efficiencies sum 00:18:09.600 --> 00:18:11.090 align:start position:0% say that you know the efficiencies sum of<00:18:09.720> all<00:18:09.840> of<00:18:10.020> these<00:18:10.200> Paths<00:18:10.500> of<00:18:10.620> all<00:18:10.799> the<00:18:10.919> people 00:18:11.090 --> 00:18:11.100 align:start position:0% of all of these Paths of all the people 00:18:11.100 --> 00:18:13.970 align:start position:0% of all of these Paths of all the people in<00:18:11.520> in<00:18:11.760> a<00:18:12.000> in<00:18:12.179> a<00:18:12.299> unit<00:18:12.419> of<00:18:12.660> time<00:18:12.900> and<00:18:13.679> then<00:18:13.799> you 00:18:13.970 --> 00:18:13.980 align:start position:0% in in a in a unit of time and then you 00:18:13.980 --> 00:18:15.470 align:start position:0% in in a in a unit of time and then you have<00:18:14.160> your<00:18:14.280> outcome<00:18:14.580> which<00:18:14.820> may<00:18:15.059> be<00:18:15.179> total 00:18:15.470 --> 00:18:15.480 align:start position:0% have your outcome which may be total 00:18:15.480 --> 00:18:17.810 align:start position:0% have your outcome which may be total page<00:18:15.780> views<00:18:16.200> or<00:18:16.500> some<00:18:16.679> Metric<00:18:17.039> right<00:18:17.520> of 00:18:17.810 --> 00:18:17.820 align:start position:0% page views or some Metric right of 00:18:17.820 --> 00:18:19.850 align:start position:0% page views or some Metric right of overall<00:18:18.720> side<00:18:18.840> performance<00:18:19.320> and<00:18:19.679> so 00:18:19.850 --> 00:18:19.860 align:start position:0% overall side performance and so 00:18:19.860 --> 00:18:21.770 align:start position:0% overall side performance and so basically<00:18:20.160> you<00:18:20.520> can<00:18:20.640> have<00:18:21.000> a<00:18:21.179> function<00:18:21.419> where 00:18:21.770 --> 00:18:21.780 align:start position:0% basically you can have a function where 00:18:21.780 --> 00:18:23.330 align:start position:0% basically you can have a function where you<00:18:21.960> have<00:18:22.140> different<00:18:22.320> structure<00:18:22.799> of<00:18:22.980> ontology 00:18:23.330 --> 00:18:23.340 align:start position:0% you have different structure of ontology 00:18:23.340 --> 00:18:25.850 align:start position:0% you have different structure of ontology and<00:18:24.179> then<00:18:24.299> you<00:18:24.480> know<00:18:24.600> it<00:18:24.720> will<00:18:24.900> lead<00:18:25.080> to<00:18:25.260> Total 00:18:25.850 --> 00:18:25.860 align:start position:0% and then you know it will lead to Total 00:18:25.860 --> 00:18:27.950 align:start position:0% and then you know it will lead to Total aggregate<00:18:26.400> of<00:18:26.760> all<00:18:27.000> the<00:18:27.240> past<00:18:27.360> travel<00:18:27.600> which 00:18:27.950 --> 00:18:27.960 align:start position:0% aggregate of all the past travel which 00:18:27.960 --> 00:18:30.230 align:start position:0% aggregate of all the past travel which may<00:18:28.260> differ<00:18:28.440> based<00:18:29.220> on<00:18:29.280> the<00:18:29.400> orientology<00:18:29.940> and 00:18:30.230 --> 00:18:30.240 align:start position:0% may differ based on the orientology and 00:18:30.240 --> 00:18:32.870 align:start position:0% may differ based on the orientology and then<00:18:30.360> you<00:18:30.480> have<00:18:30.660> your<00:18:30.840> final<00:18:31.280> uh<00:18:32.280> objective 00:18:32.870 --> 00:18:32.880 align:start position:0% then you have your final uh objective 00:18:32.880 --> 00:18:35.930 align:start position:0% then you have your final uh objective function<00:18:33.179> right<00:18:33.660> so<00:18:34.080> conceivably<00:18:34.880> you<00:18:35.880> can 00:18:35.930 --> 00:18:35.940 align:start position:0% function right so conceivably you can 00:18:35.940 --> 00:18:37.610 align:start position:0% function right so conceivably you can compare<00:18:36.419> efficiency<00:18:37.200> of<00:18:37.500> different 00:18:37.610 --> 00:18:37.620 align:start position:0% compare efficiency of different 00:18:37.620 --> 00:18:39.650 align:start position:0% compare efficiency of different Technologies<00:18:38.220> by<00:18:38.460> by<00:18:38.700> just<00:18:39.000> you<00:18:39.179> know<00:18:39.299> looking 00:18:39.650 --> 00:18:39.660 align:start position:0% Technologies by by just you know looking 00:18:39.660 --> 00:18:41.330 align:start position:0% Technologies by by just you know looking at<00:18:39.900> all<00:18:40.080> the<00:18:40.200> past<00:18:40.320> people<00:18:40.620> travel<00:18:40.919> together 00:18:41.330 --> 00:18:41.340 align:start position:0% at all the past people travel together 00:18:41.340 --> 00:18:43.970 align:start position:0% at all the past people travel together and<00:18:42.240> and<00:18:42.360> summon<00:18:42.780> them<00:18:42.900> up<00:18:43.380> um<00:18:43.500> I<00:18:43.679> would<00:18:43.799> say 00:18:43.970 --> 00:18:43.980 align:start position:0% and and summon them up um I would say 00:18:43.980 --> 00:18:46.010 align:start position:0% and and summon them up um I would say that<00:18:44.220> that<00:18:44.580> at<00:18:44.820> the<00:18:45.000> same<00:18:45.120> time<00:18:45.240> that<00:18:45.539> maybe 00:18:46.010 --> 00:18:46.020 align:start position:0% that that at the same time that maybe 00:18:46.020 --> 00:18:48.770 align:start position:0% that that at the same time that maybe near<00:18:46.320> isomorphic<00:18:47.160> to<00:18:47.700> um<00:18:47.940> essentially<00:18:48.480> the 00:18:48.770 --> 00:18:48.780 align:start position:0% near isomorphic to um essentially the 00:18:48.780 --> 00:18:51.049 align:start position:0% near isomorphic to um essentially the the<00:18:49.320> function<00:18:49.860> that<00:18:50.039> you're<00:18:50.160> applying<00:18:50.640> on<00:18:50.940> top 00:18:51.049 --> 00:18:51.059 align:start position:0% the function that you're applying on top 00:18:51.059 --> 00:18:52.669 align:start position:0% the function that you're applying on top of<00:18:51.299> the<00:18:51.600> ontology<00:18:52.080> how<00:18:52.380> you're<00:18:52.500> actually 00:18:52.669 --> 00:18:52.679 align:start position:0% of the ontology how you're actually 00:18:52.679 --> 00:18:54.350 align:start position:0% of the ontology how you're actually using<00:18:52.980> ontology<00:18:53.340> and<00:18:53.580> taking<00:18:53.760> the<00:18:54.179> different 00:18:54.350 --> 00:18:54.360 align:start position:0% using ontology and taking the different 00:18:54.360 --> 00:18:57.190 align:start position:0% using ontology and taking the different uh<00:18:54.720> different<00:18:55.140> versions<00:18:55.559> of<00:18:55.919> that<00:18:56.039> ontology 00:18:57.190 --> 00:18:57.200 align:start position:0% uh different versions of that ontology 00:18:57.200 --> 00:18:59.630 align:start position:0% uh different versions of that ontology and<00:18:58.200> different<00:18:58.500> versions<00:18:59.220> of<00:18:59.340> the<00:18:59.460> function 00:18:59.630 --> 00:18:59.640 align:start position:0% and different versions of the function 00:18:59.640 --> 00:19:02.330 align:start position:0% and different versions of the function acting<00:19:00.000> on<00:19:00.120> the<00:19:00.240> ontology<00:19:00.600> so<00:19:01.020> like<00:19:01.260> how<00:19:02.039> you 00:19:02.330 --> 00:19:02.340 align:start position:0% acting on the ontology so like how you 00:19:02.340 --> 00:19:04.490 align:start position:0% acting on the ontology so like how you know<00:19:02.400> how<00:19:02.580> much<00:19:02.760> you<00:19:02.940> Decay<00:19:03.419> as<00:19:03.660> you<00:19:03.840> go<00:19:04.080> up<00:19:04.320> and 00:19:04.490 --> 00:19:04.500 align:start position:0% know how much you Decay as you go up and 00:19:04.500 --> 00:19:07.909 align:start position:0% know how much you Decay as you go up and down<00:19:04.679> the<00:19:05.100> uh<00:19:05.400> uh<00:19:06.240> the<00:19:06.480> graph<00:19:06.780> versus<00:19:07.380> you<00:19:07.799> know 00:19:07.909 --> 00:19:07.919 align:start position:0% down the uh uh the graph versus you know 00:19:07.919 --> 00:19:10.010 align:start position:0% down the uh uh the graph versus you know how<00:19:08.160> you<00:19:08.340> decide<00:19:08.760> to<00:19:08.880> go<00:19:09.059> on<00:19:09.240> which<00:19:09.480> path<00:19:09.720> and 00:19:10.010 --> 00:19:10.020 align:start position:0% how you decide to go on which path and 00:19:10.020 --> 00:19:12.890 align:start position:0% how you decide to go on which path and Define<00:19:10.320> uh<00:19:10.860> decide<00:19:11.100> on<00:19:11.280> relevance 00:19:12.890 --> 00:19:12.900 align:start position:0% Define uh decide on relevance 00:19:12.900 --> 00:19:14.690 align:start position:0% Define uh decide on relevance um<00:19:12.960> they're<00:19:13.620> you<00:19:13.919> know<00:19:13.980> obviously<00:19:14.520> very 00:19:14.690 --> 00:19:14.700 align:start position:0% um they're you know obviously very 00:19:14.700 --> 00:19:17.450 align:start position:0% um they're you know obviously very complicated<00:19:15.240> uh<00:19:15.740> functions<00:19:16.740> there<00:19:16.919> and<00:19:17.280> so 00:19:17.450 --> 00:19:17.460 align:start position:0% complicated uh functions there and so 00:19:17.460 --> 00:19:20.870 align:start position:0% complicated uh functions there and so like<00:19:17.780> how<00:19:18.780> much<00:19:18.840> that<00:19:19.080> differs<00:19:19.380> between<00:19:19.740> uh<00:19:20.820> um 00:19:20.870 --> 00:19:20.880 align:start position:0% like how much that differs between uh um 00:19:20.880 --> 00:19:23.330 align:start position:0% like how much that differs between uh um the<00:19:21.059> two<00:19:21.179> is<00:19:21.480> is<00:19:21.960> really<00:19:22.500> unclear<00:19:22.919> to<00:19:23.039> me<00:19:23.160> and 00:19:23.330 --> 00:19:23.340 align:start position:0% the two is is really unclear to me and 00:19:23.340 --> 00:19:26.630 align:start position:0% the two is is really unclear to me and you<00:19:24.299> know<00:19:24.360> and<00:19:24.660> so<00:19:24.840> uh<00:19:25.620> you<00:19:26.100> know<00:19:26.160> it<00:19:26.340> seems 00:19:26.630 --> 00:19:26.640 align:start position:0% you know and so uh you know it seems 00:19:26.640 --> 00:19:29.090 align:start position:0% you know and so uh you know it seems like<00:19:26.820> uh<00:19:27.000> the<00:19:27.179> better<00:19:27.539> way<00:19:27.780> to<00:19:27.900> go<00:19:28.020> is<00:19:28.200> to<00:19:28.500> for 00:19:29.090 --> 00:19:29.100 align:start position:0% like uh the better way to go is to for 00:19:29.100 --> 00:19:32.810 align:start position:0% like uh the better way to go is to for us<00:19:29.280> for<00:19:30.240> my<00:19:30.720> first<00:19:30.900> impression<00:19:31.500> uh<00:19:31.980> would<00:19:32.640> be 00:19:32.810 --> 00:19:32.820 align:start position:0% us for my first impression uh would be 00:19:32.820 --> 00:19:36.409 align:start position:0% us for my first impression uh would be to<00:19:33.179> uh<00:19:33.720> consider<00:19:34.620> us<00:19:35.059> showing<00:19:36.059> that<00:19:36.240> there's 00:19:36.409 --> 00:19:36.419 align:start position:0% to uh consider us showing that there's 00:19:36.419 --> 00:19:38.690 align:start position:0% to uh consider us showing that there's an<00:19:36.780> actual<00:19:37.140> functional<00:19:37.740> difference<00:19:38.039> like<00:19:38.460> an 00:19:38.690 --> 00:19:38.700 align:start position:0% an actual functional difference like an 00:19:38.700 --> 00:19:41.510 align:start position:0% an actual functional difference like an actual<00:19:39.000> material<00:19:39.720> difference<00:19:39.960> between 00:19:41.510 --> 00:19:41.520 align:start position:0% actual material difference between 00:19:41.520 --> 00:19:43.850 align:start position:0% actual material difference between um the<00:19:41.760> functions<00:19:42.120> on<00:19:42.299> the<00:19:42.419> ontology<00:19:42.840> and<00:19:43.559> the 00:19:43.850 --> 00:19:43.860 align:start position:0% um the functions on the ontology and the 00:19:43.860 --> 00:19:44.870 align:start position:0% um the functions on the ontology and the uh 00:19:44.870 --> 00:19:44.880 align:start position:0% uh 00:19:44.880 --> 00:19:47.570 align:start position:0% uh um<00:19:45.000> and<00:19:45.780> the<00:19:46.080> uh<00:19:46.440> different<00:19:46.860> ontologies 00:19:47.570 --> 00:19:47.580 align:start position:0% um and the uh different ontologies 00:19:47.580 --> 00:19:48.590 align:start position:0% um and the uh different ontologies whether<00:19:47.940> they're<00:19:48.179> if<00:19:48.360> they're<00:19:48.539> just 00:19:48.590 --> 00:19:48.600 align:start position:0% whether they're if they're just 00:19:48.600 --> 00:19:50.510 align:start position:0% whether they're if they're just remnappings<00:19:49.140> of<00:19:49.320> each<00:19:49.440> other<00:19:49.559> then 00:19:50.510 --> 00:19:50.520 align:start position:0% remnappings of each other then 00:19:50.520 --> 00:19:53.029 align:start position:0% remnappings of each other then then<00:19:51.299> uh<00:19:51.720> you<00:19:51.960> know<00:19:52.020> if<00:19:52.140> you're<00:19:52.500> actually<00:19:52.740> able 00:19:53.029 --> 00:19:53.039 align:start position:0% then uh you know if you're actually able 00:19:53.039 --> 00:19:56.510 align:start position:0% then uh you know if you're actually able to<00:19:53.220> algorithmically<00:19:53.940> change<00:19:54.419> the<00:19:55.140> ontology 00:19:56.510 --> 00:19:56.520 align:start position:0% to algorithmically change the ontology 00:19:56.520 --> 00:19:57.830 align:start position:0% to algorithmically change the ontology um to<00:19:56.820> actually<00:19:56.880> be<00:19:57.120> able<00:19:57.179> to<00:19:57.299> do<00:19:57.419> this<00:19:57.539> A<00:19:57.720> B 00:19:57.830 --> 00:19:57.840 align:start position:0% um to actually be able to do this A B 00:19:57.840 --> 00:19:59.810 align:start position:0% um to actually be able to do this A B test<00:19:58.140> then 00:19:59.810 --> 00:19:59.820 align:start position:0% test then 00:19:59.820 --> 00:20:01.549 align:start position:0% test then um<00:19:59.880> then<00:20:00.660> that's<00:20:00.900> really<00:20:01.020> just<00:20:01.200> a<00:20:01.320> function 00:20:01.549 --> 00:20:01.559 align:start position:0% um then that's really just a function 00:20:01.559 --> 00:20:03.590 align:start position:0% um then that's really just a function acting<00:20:01.919> upon<00:20:02.100> the<00:20:02.220> ontology<00:20:02.640> right<00:20:03.000> right<00:20:03.179> so 00:20:03.590 --> 00:20:03.600 align:start position:0% acting upon the ontology right right so 00:20:03.600 --> 00:20:05.090 align:start position:0% acting upon the ontology right right so that<00:20:03.720> can<00:20:03.900> actually<00:20:04.020> be<00:20:04.260> just<00:20:04.500> stripped<00:20:04.980> off 00:20:05.090 --> 00:20:05.100 align:start position:0% that can actually be just stripped off 00:20:05.100 --> 00:20:07.549 align:start position:0% that can actually be just stripped off and<00:20:05.280> put<00:20:05.400> onto<00:20:05.940> the<00:20:06.299> uh<00:20:06.660> into<00:20:07.080> the<00:20:07.260> actual 00:20:07.549 --> 00:20:07.559 align:start position:0% and put onto the uh into the actual 00:20:07.559 --> 00:20:09.590 align:start position:0% and put onto the uh into the actual function<00:20:07.860> that's<00:20:08.039> using<00:20:08.400> it<00:20:08.520> yes 00:20:09.590 --> 00:20:09.600 align:start position:0% function that's using it yes 00:20:09.600 --> 00:20:11.090 align:start position:0% function that's using it yes um<00:20:09.660> and<00:20:09.900> so 00:20:11.090 --> 00:20:11.100 align:start position:0% um and so 00:20:11.100 --> 00:20:13.190 align:start position:0% um and so um all<00:20:11.460> that<00:20:11.640> is<00:20:12.000> uh<00:20:12.299> you<00:20:12.480> know<00:20:12.600> things<00:20:12.960> that 00:20:13.190 --> 00:20:13.200 align:start position:0% um all that is uh you know things that 00:20:13.200 --> 00:20:15.590 align:start position:0% um all that is uh you know things that are<00:20:13.440> you<00:20:13.740> know<00:20:13.799> part<00:20:14.100> of<00:20:14.220> just<00:20:14.400> a<00:20:14.640> standard<00:20:15.059> way 00:20:15.590 --> 00:20:15.600 align:start position:0% are you know part of just a standard way 00:20:15.600 --> 00:20:17.750 align:start position:0% are you know part of just a standard way that<00:20:15.780> we<00:20:15.960> use<00:20:16.200> uh<00:20:16.799> the<00:20:17.220> topics<00:20:17.460> in<00:20:17.640> the 00:20:17.750 --> 00:20:17.760 align:start position:0% that we use uh the topics in the 00:20:17.760 --> 00:20:20.270 align:start position:0% that we use uh the topics in the ontology<00:20:18.260> I<00:20:19.260> mean<00:20:19.380> that's<00:20:19.559> that<00:20:19.919> seems<00:20:20.220> like 00:20:20.270 --> 00:20:20.280 align:start position:0% ontology I mean that's that seems like 00:20:20.280 --> 00:20:21.710 align:start position:0% ontology I mean that's that seems like you<00:20:20.460> know<00:20:20.580> there<00:20:20.820> are<00:20:20.940> some<00:20:21.000> experiments<00:20:21.480> you 00:20:21.710 --> 00:20:21.720 align:start position:0% you know there are some experiments you 00:20:21.720 --> 00:20:23.390 align:start position:0% you know there are some experiments you know<00:20:21.840> we<00:20:22.080> can<00:20:22.320> simply<00:20:22.559> can<00:20:22.799> run<00:20:22.919> on<00:20:23.100> this<00:20:23.220> and 00:20:23.390 --> 00:20:23.400 align:start position:0% know we can simply can run on this and 00:20:23.400 --> 00:20:25.370 align:start position:0% know we can simply can run on this and so<00:20:23.580> I'm<00:20:23.700> very<00:20:24.000> curious<00:20:24.299> perhaps<00:20:24.900> I'll<00:20:25.080> do<00:20:25.260> some 00:20:25.370 --> 00:20:25.380 align:start position:0% so I'm very curious perhaps I'll do some 00:20:25.380 --> 00:20:26.990 align:start position:0% so I'm very curious perhaps I'll do some possession<00:20:25.679> so<00:20:26.100> I<00:20:26.160> mean<00:20:26.280> they're<00:20:26.640> not<00:20:26.760> totally 00:20:26.990 --> 00:20:27.000 align:start position:0% possession so I mean they're not totally 00:20:27.000 --> 00:20:28.190 align:start position:0% possession so I mean they're not totally equivalent<00:20:27.419> but<00:20:27.539> I<00:20:27.600> think<00:20:27.720> if<00:20:27.840> you<00:20:27.900> do<00:20:28.020> an 00:20:28.190 --> 00:20:28.200 align:start position:0% equivalent but I think if you do an 00:20:28.200 --> 00:20:30.650 align:start position:0% equivalent but I think if you do an algorithmic<00:20:28.799> change<00:20:29.100> to<00:20:29.700> it<00:20:29.880> it's 00:20:30.650 --> 00:20:30.660 align:start position:0% algorithmic change to it it's 00:20:30.660 --> 00:20:32.390 align:start position:0% algorithmic change to it it's um<00:20:30.780> it's<00:20:31.020> they're<00:20:31.200> the<00:20:31.440> functionally<00:20:31.860> similar 00:20:32.390 --> 00:20:32.400 align:start position:0% um it's they're the functionally similar 00:20:32.400 --> 00:20:34.490 align:start position:0% um it's they're the functionally similar so<00:20:32.520> if<00:20:32.640> you<00:20:32.820> like<00:20:33.000> manually<00:20:33.539> change<00:20:34.260> the 00:20:34.490 --> 00:20:34.500 align:start position:0% so if you like manually change the 00:20:34.500 --> 00:20:36.950 align:start position:0% so if you like manually change the ontology<00:20:34.919> then<00:20:35.640> that's<00:20:36.539> um<00:20:36.539> very<00:20:36.780> different 00:20:36.950 --> 00:20:36.960 align:start position:0% ontology then that's um very different 00:20:36.960 --> 00:20:39.650 align:start position:0% ontology then that's um very different yes<00:20:37.620> and<00:20:37.919> then<00:20:38.460> if<00:20:38.880> you<00:20:39.000> take<00:20:39.179> the<00:20:39.360> ontology 00:20:39.650 --> 00:20:39.660 align:start position:0% yes and then if you take the ontology 00:20:39.660 --> 00:20:41.990 align:start position:0% yes and then if you take the ontology and<00:20:40.080> do<00:20:40.380> this<00:20:40.620> transformation<00:20:41.580> yes 00:20:41.990 --> 00:20:42.000 align:start position:0% and do this transformation yes 00:20:42.000 --> 00:20:44.630 align:start position:0% and do this transformation yes transformation<00:20:42.480> upon<00:20:42.900> it<00:20:43.080> yes 00:20:44.630 --> 00:20:44.640 align:start position:0% transformation upon it yes 00:20:44.640 --> 00:20:46.850 align:start position:0% transformation upon it yes um<00:20:44.760> interesting<00:20:45.720> I<00:20:45.840> think<00:20:45.960> yeah<00:20:46.020> I<00:20:46.200> think<00:20:46.320> I 00:20:46.850 --> 00:20:46.860 align:start position:0% um interesting I think yeah I think I 00:20:46.860 --> 00:20:48.529 align:start position:0% um interesting I think yeah I think I find<00:20:46.919> this<00:20:47.100> topic<00:20:47.400> fascinating<00:20:47.760> so<00:20:48.120> I<00:20:48.299> think 00:20:48.529 --> 00:20:48.539 align:start position:0% find this topic fascinating so I think 00:20:48.539 --> 00:20:50.470 align:start position:0% find this topic fascinating so I think there<00:20:48.660> are<00:20:48.840> like<00:20:48.960> a<00:20:49.140> lot<00:20:49.380> of<00:20:49.500> different<00:20:49.679> uh 00:20:50.470 --> 00:20:50.480 align:start position:0% there are like a lot of different uh 00:20:50.480 --> 00:20:53.870 align:start position:0% there are like a lot of different uh experiments<00:20:51.480> we<00:20:51.660> can<00:20:51.840> potentially<00:20:52.200> do<00:20:52.500> uh<00:20:53.460> to 00:20:53.870 --> 00:20:53.880 align:start position:0% experiments we can potentially do uh to 00:20:53.880 --> 00:20:57.049 align:start position:0% experiments we can potentially do uh to compare<00:20:54.120> this<00:20:54.360> so<00:20:54.900> what<00:20:55.260> is<00:20:55.440> uh<00:20:56.100> your<00:20:56.820> like 00:20:57.049 --> 00:20:57.059 align:start position:0% compare this so what is uh your like 00:20:57.059 --> 00:20:58.730 align:start position:0% compare this so what is uh your like what<00:20:57.419> is<00:20:57.539> the<00:20:57.660> hardest<00:20:58.020> problems<00:20:58.440> are<00:20:58.620> you 00:20:58.730 --> 00:20:58.740 align:start position:0% what is the hardest problems are you 00:20:58.740 --> 00:21:00.650 align:start position:0% what is the hardest problems are you facing<00:20:59.100> with<00:20:59.580> the<00:20:59.700> anthological<00:21:00.240> systems 00:21:00.650 --> 00:21:00.660 align:start position:0% facing with the anthological systems 00:21:00.660 --> 00:21:02.029 align:start position:0% facing with the anthological systems right<00:21:00.780> now 00:21:02.029 --> 00:21:02.039 align:start position:0% right now 00:21:02.039 --> 00:21:04.610 align:start position:0% right now um<00:21:02.160> you<00:21:02.640> know<00:21:02.760> the<00:21:03.120> uh<00:21:03.660> the<00:21:04.140> hardest<00:21:04.440> problem 00:21:04.610 --> 00:21:04.620 align:start position:0% um you know the uh the hardest problem 00:21:04.620 --> 00:21:06.070 align:start position:0% um you know the uh the hardest problem is<00:21:04.980> uh 00:21:06.070 --> 00:21:06.080 align:start position:0% is uh 00:21:06.080 --> 00:21:08.870 align:start position:0% is uh you<00:21:07.080> know<00:21:07.140> understanding<00:21:07.980> the<00:21:08.280> the<00:21:08.460> actual 00:21:08.870 --> 00:21:08.880 align:start position:0% you know understanding the the actual 00:21:08.880 --> 00:21:11.390 align:start position:0% you know understanding the the actual usage<00:21:09.480> that's<00:21:09.900> been<00:21:10.200> developed<00:21:10.620> over<00:21:10.799> a<00:21:11.039> quora 00:21:11.390 --> 00:21:11.400 align:start position:0% usage that's been developed over a quora 00:21:11.400 --> 00:21:13.130 align:start position:0% usage that's been developed over a quora in<00:21:11.520> all<00:21:11.760> the<00:21:11.880> different<00:21:12.000> areas<00:21:12.600> of<00:21:12.960> the 00:21:13.130 --> 00:21:13.140 align:start position:0% in all the different areas of the 00:21:13.140 --> 00:21:15.049 align:start position:0% in all the different areas of the ontology<00:21:13.500> and<00:21:13.799> making<00:21:13.980> sure<00:21:14.160> that<00:21:14.400> uh<00:21:14.820> we 00:21:15.049 --> 00:21:15.059 align:start position:0% ontology and making sure that uh we 00:21:15.059 --> 00:21:17.570 align:start position:0% ontology and making sure that uh we maintain<00:21:15.480> an<00:21:15.660> authentic<00:21:16.280> horror<00:21:17.280> you<00:21:17.520> know 00:21:17.570 --> 00:21:17.580 align:start position:0% maintain an authentic horror you know 00:21:17.580 --> 00:21:19.130 align:start position:0% maintain an authentic horror you know ontology 00:21:19.130 --> 00:21:19.140 align:start position:0% ontology 00:21:19.140 --> 00:21:20.690 align:start position:0% ontology um<00:21:19.200> and<00:21:19.440> then<00:21:19.620> making<00:21:20.160> sure<00:21:20.340> that<00:21:20.520> we're 00:21:20.690 --> 00:21:20.700 align:start position:0% um and then making sure that we're 00:21:20.700 --> 00:21:22.190 align:start position:0% um and then making sure that we're Faithfully<00:21:21.179> representing<00:21:21.660> it<00:21:21.780> as<00:21:21.900> we<00:21:22.080> go 00:21:22.190 --> 00:21:22.200 align:start position:0% Faithfully representing it as we go 00:21:22.200 --> 00:21:23.810 align:start position:0% Faithfully representing it as we go forward<00:21:22.380> and<00:21:22.679> not<00:21:22.919> just<00:21:23.039> blowing<00:21:23.460> it<00:21:23.640> away 00:21:23.810 --> 00:21:23.820 align:start position:0% forward and not just blowing it away 00:21:23.820 --> 00:21:25.970 align:start position:0% forward and not just blowing it away because<00:21:24.419> there's<00:21:24.660> a<00:21:24.900> lot<00:21:25.140> of<00:21:25.260> value<00:21:25.440> in<00:21:25.799> it 00:21:25.970 --> 00:21:25.980 align:start position:0% because there's a lot of value in it 00:21:25.980 --> 00:21:28.909 align:start position:0% because there's a lot of value in it already<00:21:26.520> and<00:21:27.480> so<00:21:27.720> this<00:21:28.200> is<00:21:28.260> understanding<00:21:28.799> the 00:21:28.909 --> 00:21:28.919 align:start position:0% already and so this is understanding the 00:21:28.919 --> 00:21:31.610 align:start position:0% already and so this is understanding the community<00:21:29.159> doing<00:21:29.760> Community<00:21:30.059> Management<00:21:30.620> as 00:21:31.610 --> 00:21:31.620 align:start position:0% community doing Community Management as 00:21:31.620 --> 00:21:33.890 align:start position:0% community doing Community Management as well<00:21:31.799> as<00:21:31.980> uh<00:21:32.460> you<00:21:32.640> know 00:21:33.890 --> 00:21:33.900 align:start position:0% well as uh you know 00:21:33.900 --> 00:21:35.390 align:start position:0% well as uh you know um<00:21:34.020> you<00:21:34.260> know<00:21:34.320> being<00:21:34.559> a<00:21:34.740> dictator<00:21:35.039> at<00:21:35.280> times 00:21:35.390 --> 00:21:35.400 align:start position:0% um you know being a dictator at times 00:21:35.400 --> 00:21:37.070 align:start position:0% um you know being a dictator at times and<00:21:35.640> saying<00:21:35.880> this<00:21:36.000> is<00:21:36.120> just<00:21:36.419> what<00:21:36.780> makes<00:21:36.900> sense 00:21:37.070 --> 00:21:37.080 align:start position:0% and saying this is just what makes sense 00:21:37.080 --> 00:21:39.830 align:start position:0% and saying this is just what makes sense and<00:21:37.320> this<00:21:37.500> doesn't<00:21:37.620> make<00:21:37.860> sense 00:21:39.830 --> 00:21:39.840 align:start position:0% and this doesn't make sense 00:21:39.840 --> 00:21:41.270 align:start position:0% and this doesn't make sense um<00:21:39.900> so<00:21:40.200> that's 00:21:41.270 --> 00:21:41.280 align:start position:0% um so that's 00:21:41.280 --> 00:21:45.110 align:start position:0% um so that's um<00:21:41.340> those<00:21:41.940> types<00:21:42.659> of<00:21:42.840> uh 00:21:45.110 --> 00:21:45.120 align:start position:0% um those types of uh 00:21:45.120 --> 00:21:47.750 align:start position:0% um those types of uh um<00:21:45.179> challenges<00:21:45.900> are<00:21:46.140> really<00:21:46.320> uh<00:21:46.860> there<00:21:47.580> you 00:21:47.750 --> 00:21:47.760 align:start position:0% um challenges are really uh there you 00:21:47.760 --> 00:21:49.070 align:start position:0% um challenges are really uh there you know<00:21:47.820> restructuring<00:21:48.600> the<00:21:48.900> entire 00:21:49.070 --> 00:21:49.080 align:start position:0% know restructuring the entire 00:21:49.080 --> 00:21:51.169 align:start position:0% know restructuring the entire orientology<00:21:49.679> there's<00:21:50.220> only<00:21:50.580> so<00:21:50.760> much<00:21:50.940> you<00:21:51.059> can 00:21:51.169 --> 00:21:51.179 align:start position:0% orientology there's only so much you can 00:21:51.179 --> 00:21:53.029 align:start position:0% orientology there's only so much you can do<00:21:51.299> manually<00:21:51.659> if<00:21:51.900> it's<00:21:52.020> been<00:21:52.260> manually 00:21:53.029 --> 00:21:53.039 align:start position:0% do manually if it's been manually 00:21:53.039 --> 00:21:54.890 align:start position:0% do manually if it's been manually created<00:21:53.520> uh<00:21:54.000> you<00:21:54.179> know<00:21:54.240> algorithmically<00:21:54.720> if 00:21:54.890 --> 00:21:54.900 align:start position:0% created uh you know algorithmically if 00:21:54.900 --> 00:21:57.110 align:start position:0% created uh you know algorithmically if it's<00:21:55.080> been<00:21:55.200> manually<00:21:55.500> created<00:21:55.860> and<00:21:56.820> so<00:21:56.940> that's 00:21:57.110 --> 00:21:57.120 align:start position:0% it's been manually created and so that's 00:21:57.120 --> 00:21:58.909 align:start position:0% it's been manually created and so that's so<00:21:57.600> suspect<00:21:57.960> and<00:21:58.140> social<00:21:58.260> system<00:21:58.500> a<00:21:58.799> special 00:21:58.909 --> 00:21:58.919 align:start position:0% so suspect and social system a special 00:21:58.919 --> 00:22:01.070 align:start position:0% so suspect and social system a special set<00:21:59.220> of<00:21:59.340> Technical<00:21:59.580> and<00:21:59.880> social<00:22:00.080> issues 00:22:01.070 --> 00:22:01.080 align:start position:0% set of Technical and social issues 00:22:01.080 --> 00:22:02.270 align:start position:0% set of Technical and social issues around<00:22:01.200> them<00:22:01.440> and<00:22:01.620> maintaining<00:22:02.039> the<00:22:02.159> system 00:22:02.270 --> 00:22:02.280 align:start position:0% around them and maintaining the system 00:22:02.280 --> 00:22:04.010 align:start position:0% around them and maintaining the system culture<00:22:02.700> this<00:22:03.299> is<00:22:03.419> great<00:22:03.539> well<00:22:03.720> thank<00:22:03.900> you 00:22:04.010 --> 00:22:04.020 align:start position:0% culture this is great well thank you 00:22:04.020 --> 00:22:05.330 align:start position:0% culture this is great well thank you very<00:22:04.080> much<00:22:04.260> Jay<00:22:04.440> no<00:22:04.740> thank<00:22:04.860> you<00:22:04.980> we're<00:22:05.220> looking 00:22:05.330 --> 00:22:05.340 align:start position:0% very much Jay no thank you we're looking 00:22:05.340 --> 00:22:07.789 align:start position:0% very much Jay no thank you we're looking forward<00:22:05.520> to<00:22:05.700> your<00:22:05.880> talk<00:22:06.059> and<00:22:07.020> uh<00:22:07.320> always<00:22:07.500> great 00:22:07.789 --> 00:22:07.799 align:start position:0% forward to your talk and uh always great 00:22:07.799 --> 00:22:09.710 align:start position:0% forward to your talk and uh always great to<00:22:07.980> have<00:22:08.039> you<00:22:08.159> ssf<00:22:08.520> text<00:22:08.700> okay<00:22:09.120> thank<00:22:09.419> you<00:22:09.539> very 00:22:09.710 --> 00:22:09.720 align:start position:0% to have you ssf text okay thank you very 00:22:09.720 --> 00:22:12.380 align:start position:0% to have you ssf text okay thank you very much<00:22:09.840> thanks