Publications

Publications for Keyword: extraction

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actions activity analysis annotation approach based blog community content context data dataset discover dynamics evolution evolving experiments extracted factorization features flickr framework group image important interactions media metagraph method modeling multi network paper photo predicted present problems proposing relational represent results semantics social splog structures summarize temporal themes time users

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2012

  1. Y. Lin, M. De Choudhury, H. Sundaram, A. Kelliher. Discovering Multi-Relational Structure in Social Media Streams, in ACM Transactions on Multimedia Computing, Communications and Applications (TOMCCAP). February, 2012. [ abstract ] [ download ]

2010

  1. Y. Lin, J. Sun, P. Castro, R. Konuru, H. Sundaram, A. Kelliher. Community Discovery via Metagraph Factorization, in ACM Transactions On Knowledge Discovery from Data. December, 2010. [ abstract ] [ download ]

2009

  1. Y. Lin, J. Sun, P. Castro, R. Konuru, H. Sundaram, A. Kelliher. MetaFac: Commmunity Discovery via Relational Hypergraph Factorization, in Proceedings of the 15th ACM SIGKDD Conference On Knowledge Discovery and Data Mining (KDD 2009). June, 2009. [ abstract ] [ download ]
  2. Y. Lin, H. Sundaram, M. De Choudhury, A. Kelliher. Temporal Patterns in Social Media Streams: Theme Discovery and Evolution using Joint Analysis of Content and Context, in Proceedings of 2009 IEEE International Conference on Multimedia and Expo (ICME 2009). June, 2009. [ abstract ]
  3. Y. Lin, H. Sundaram, A. Kelliher. JAM: Joint Action Matrix Factorization for Summarizing a Temporal Heterogeneous Social Network, in Proceedings of International AAAI Conference on Weblogs and Social Media (ICWSM 2009). May, 2009. [ abstract ]
  4. Y. Lin, H. Sundaram, A. Kelliher. Summarization of Large Scale Social Network Activity, in Proceedings of 2009 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2009). April, 2009. [ abstract ]
  5. Y. Lin, J. Sun, P. Castro, R. Konuru, H. Sundaram, A. Kelliher. Extracting Community Structure through Relational Hypergraphs (poster), in Proceedings of the 18th International World Wide Web Conference (WWW 2009). April, 2009. [ abstract ]

2008

  1. M. De Choudhury, H. Sundaram, A. John, D. Seligmann. Multi-scale Characterization of Social Network Dynamics in the Blogosphere, in roceedings of the 17th Conference on Information and Knowledge Management (CIKM 2008). October, 2008. [ abstract ]
  2. Y. Lin, H. Sundaram, A. Kelliher. Summarization of Social Activity over Time: People; Actions and Concepts in Dynamic Networks (poster), in Proceedings of ACM 17th Conference on Information and Knowledge Management (CIKM 2008). October, 2008. [ abstract ] [ download ]
  3. Y. Lin, H. Sundaram, Y. Chi, J. Tatemura, B. Tseng. Detecting Splogs via Temporal Dynamics using Self-similarity Analysis, in ACM Transactions on the Web (TWEB) Volume 2, Issue 1. February, 2008. [ abstract ] [ download ]

2007

  1. Y. Lin, H. Sundaram, Y. Chi, J. Tatemura, B. Tseng. Blog Community Discovery and Evolution Based on Mutual Awareness Expansion, in Proceedings of 2007 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2007). November, 2007. [ abstract ] [ download ]
  2. Y. Lin, H. Sundaram. Blog Antenna: Summarization of Personal Blog Temporal Dynamics Based on Self-Similarity Factorization, in Proc. International Conference and Multimedia Expo (ICME 2007). July, 2007. [ abstract ] [ download ]

2006

  1. Y. Lin, H. Sundaram, Y. Chi, J. Tatemura, B. Tseng. Discovery of Blog Communities based on Mutual Awareness, in Third Annual Workshop on the Weblogging Ecosystem: Aggregation, Analysis and Dynamics, at the 15th Annual World Wide Web Conference - WWW 2006, also AME-TR-2006-03. May, 2006. [ abstract ] [ download ]

2004

  1. P. Appan, B. Shevade, H. Sundaram. Interactive Visualization and Content Analysis of Instant Messaging Networks, in Arts Media and Engineering Program, ASU, AME-TR-2004-14. December, 2004. [ abstract ] [ download ]

2003

  1. B. Shevade, H. Sundaram. Vidya: An Experiential Annotation System, in 1st ACM Workshop on Experiential Telepresence, in conjunction with ACM Multimedia 2003, Berkeley CA. November, 2003. [ abstract ] [ download ]