Social-Relational Topic Model for Social Networks

@inproceedings{Guo2015SocialRelationalTM,
  title={Social-Relational Topic Model for Social Networks},
  author={Weiyu Guo and Shu Wu and Liang Wang and Tieniu Tan},
  booktitle={CIKM},
  year={2015}
}
Social networking services, such as Twitter and Sina Weibo, have tremendous popularity in recent years. Mass of short texts and social links are aggregated into these service platforms. To realize personalized services on social network, topic inference from both short texts and social links plays more and more important role. Most conventional topic modeling methods focus on analyzing formal texts, e.g., papers, news and blogs, and usually assume that the links are only generated by topical… CONTINUE READING

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RankTopic: Ranking Based Topic Modeling

2012 IEEE 12th International Conference on Data Mining • 2012
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