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Mining Research Topic-related Influence between Academia and Industry
Published on Oct 03, 20112627 Views
Recently the problem of mining social influence has attracted lots of attention. Given a social network, researchers are interested in problems such as how influence, ideas, information propagate in t
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Chapter list
Mining research topic-related influence between academia and industry00:00
Background (1)00:00
Background (2)00:08
Background (3)00:55
Properties of co-authorship network01:07
Outline (1)01:50
Outline (2)02:14
Models for pairwise influences in co-authorship network (1)02:17
Models for pairwise influences in co-authorship network (2)03:02
Outline (3)03:47
Prerequisites03:50
Simple additive model (1)04:18
Simple additive model (2)05:03
Weighted additive model (1)05:29
Weighted additive model (2)05:47
Weighted additive model (3)06:12
Clustering-based additive model (1)06:27
Clustering the researchers (1)07:33
Clustering the researchers (2)08:09
Clustering the researchers (3)08:22
Clustering the researchers (4)08:49
Clustering the researchers (5)09:34
Clustering the researchers (6)10:15
Weighted additive model on clusters (1)11:17
Weighted additive model on clusters (2)11:59
Weighted additive model on clusters (3)12:23
Clustering-based additive model12:54
Outline (4)13:21
Experiments on real data (1)13:25
Experiments on real data (2)14:00
Sample results (1)14:28
Sample results (2)15:05
Sample results (3)15:21
Evaluation on the clustering algorithm15:36
Experiments on simulated data (1)16:28
Experiments on simulated data (2)16:44
Experiments on simulated data (3)18:01
Experiments on simulated data (4)18:45
Experiments on simulated data (5)19:16
Experiments on simulated data (6)19:39
Experiments on simulated data (7)19:46
Experiments on simulated data (8)19:55
Experiments on simulated data (9)20:06
Outline (5)20:07
Take home message20:09
Thanks20:34