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Confluence: Conformity Influence in Large Social Networks
Published on Sep 27, 20137713 Views
Conformity is a type of social influence involving a change in opinion or behavior in order to fit in with a group. Employing several social networks as the source for our experimental data, we study
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Chapter list
Confluence: Conformity Influence in Large Social Networks00:00
Conformity00:05
"Love Obama"00:37
Conformity Influence Analysis01:04
Related Work - Conformity02:11
Related Work - Social Influence03:12
Challenges03:39
Problem Formulation and Methodologies04:02
Four Datasets04:07
A concrete example in Gowalla05:09
Notations05:30
Conformity Definition06:59
Individual Conformity07:08
Peer Conformity07:35
Group Conformity08:00
For an example08:40
Now our problem becomes09:49
Confluence10:13
Model Instantiation11:18
General Social Features11:52
Distributed Model Learning12:46
Distributed Learning13:31
Experiments13:59
Data Set and Baselines14:02
Prediction Accuracy14:18
Effect of Conformity14:35
Scalability performance15:17
Conclusion15:29
Future work15:32