Social Group Modeling with Probabilistic Soft Logic

@inproceedings{Huang2012SocialGM,
  title={Social Group Modeling with Probabilistic Soft Logic},
  author={Bert Huang and Stephen H. Bach and Eric Norris and Jay Pujara and Lise Getoor},
  year={2012}
}
In this work, we show how to model the group affiliations of social media users using probabilistic soft logic. We consider groups of a broad variety, motivated by ideas from the social sciences on groups and their roles in social identity. By modeling group affiliations, we allow the possibility of efficient higher-level relational reasoning about the groups themselves, where the number of groups is relatively small compared to the number of users. We discuss preliminary results from… CONTINUE READING
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