2011 Dates |
Student |
Topic |
Papers |
Slides |
|
March 22 |
Social Influence |
|
|||
March 22 |
Facebook: http://www.facebook.com/people/Jeff-Huang/100000528900304 Twitter: @jeff_walt |
Geographical Topic Discovery |
Zhijun Yin, Liangliang Cao, Jiawei Han, Chengxiang Zhai, and Thomas Huang. "Geographical Topic Discovery and Comparison", In WWW'11 |
||
March 24 |
Social Influence |
M. Noll et al. Telling Experts from Spammers Expertise Ranking in Folksonomies SIGIR’09 |
|||
March 24 |
Hua Liu |
Community Detection |
Tianbao Yang, Rong Jin, Yun Chi, and Shenghuo Zhu. Combining link and content for community detection: a discriminative approach. In Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining (KDD '09). ACM, New York, NY, USA, 927-936. |
||
March 29 |
PENG Peng, twitter@pkuso |
Transfer Learning |
Liangda Li, Ke Zhou, Gui-Rong Xue, Hongyuan Zha, and Yong Yu. Video Summarization via Transferrable Structured Learning. WWW 2011 |
||
March 29 |
Zhou ZHAO |
Tagging and Mining |
Zhijun Yin, Liangliang Cao, Jiawei Han, Jiebo Luo, and Thomas Huang, Diversified Trajectory Pattern Ranking in Geo-tagged Social Media, Proc. of 2011 SIAM Conf. on Data Mining (SDM'11), Phoenix, AZ, Apr. 2011. |
||
March 31 |
Social Network Structure Discovery |
|
|||
March 31 |
Chris Fung |
Small World |
|
||
April 7 |
The Network Perspective |
|
|||
April 7 |
Transfer Learning/Ranking |
|
|||
April 12 |
Social Network Inference |
|
|||
April 12 |
Facebook: http://www.facebook.com/crownguanwang Twitter: @crownpku |
Network Flow, Community Detection |
|
||
April 14 |
Visualization and Social Media |
|
|||
April 14 |
Tengfei Liu |
Collaborative Filtering |
|
||
April 19 |
Information Diffusion |
|
|||
April 19 |
Social Influence |
M. Welch et. al. Topic Semantics of Twitter Links (WSDM'11) |
|||
April 21 |
Link Prediction |
|
|||
April 21 |
Link Prediction |
Learning Spectral Graph Transformations for Link Prediction, ICML 2008. |
|||
April 26 |
Link Prediction |
Jure Leskovec, et al. Predicting Positive and Negative Links in Online Social Networks. In WWW '10 |
|||
April 26 |
Information Diffusion |
J. Yang, J. Leskovec. Modeling Information Diffusion in Implicit Networks IEEE International Conference On Data Mining (ICDM), 2010. |
|||
April 28 |
Wang, Lu (Twitter@wanglubliss) |
Link Prediction |
Rossano Schifanella, et al. Folks in Folksonomies: Social Link Prediction from Shared Metadata, WSDM '10 |
||
April 28 |
Evolution of social networks |
Jure Leskovec, et al., Microscopic evolution of social networks, KDD 2008. |
|||
May 3 |
Collaborative Filtering |
Michael Jahrer, Andreas Tscher, and Robert Legenstein. 2010. Combining predictions for accurate recommender systems. In Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining (KDD '10). ACM, New York, NY, USA, 693-702. |
|||
May 3 |
Tag Recommendation |
Simon Overell, et al. Overell, S.; Sigurbjornsson, B.; van Zwol, R. Classifying tags using open content resources. In Proceedings of the Second ACM International Conference on Web Search and Data Mining (WSDM '09), ACM, New York, USA, 64-73. |
|||
May 5 |
http://www.facebook.com/mediasign http://www.linkedin.com/profile/view?id=93259057&trk=tab_pro |
Collaborative Filtering |
Bo Wang, Jie Tang, Wei Fan, Songcan Chen, Zi Yang, and Yanzhu Liu. 2009. Heterogeneous cross domain ranking in latent space. In Proceeding of the 18th ACM conference on Information and knowledge management (CIKM '09). ACM, New York, NY, USA, 987-996. |
||
May 5 |
Social Tagging |
|
|||
May 12 |
Gong, Wenmao (Twitter @LouisGong龚文茂) |
Attention and Event Detection |
|
||
May 12 |
Wan, Pengfei |
Influence Maximization |
|
||
May 17 |
Chen, Ning |
Social Influence |
Amit Goyal, Francesco Bonchi, and Laks V.S. Lakshmanan. 2010. Learning influence probabilities in social networks. In Proceedings of the third ACM international conference on Web search and data mining (WSDM '10). ACM, New York, NY, USA, 241-250. |
||
May 17 |
Social Influence |
Yu Wang, Gao Cong, Guojie Song, and Kunqing Xie. 2010. Community-based greedy algorithm for mining top-K influential nodes in mobile social networks. In KDD '10. |
|