Publications

Publications for Keyword: discovering

[ Recent Publications | Publications by Year: ]

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actions algorithm analysis analyze applicable approaches awareness based change communities context data dataset determine discover due evolution evolving experiments extracted factorization framework individuals information interaction meaningful media metagraph methods modeling multi mutual network paper photo predicted processes proposing real relational results sample social structures study temporal time topology traditional users

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2012

  1. H. Sundaram, Y. Lin, M. De Choudhury, A. Kelliher. Understanding Community Dynamics in Online Social Networks, in IEEE Signal Processing Magazine. March, 2012. [ abstract ] [ download ]
  2. 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 ]

2011

  1. D. Byrne, A. Kelliher, G. Jones. Life Editing: Third-Party Perspectives on Lifelog Content, in Proceedings of the 2011 annual conference on Human factors in computing systems (CHI '11). May, 2011. [ 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 ]
  2. M. De Choudhury, Y. Lin, H. Sundaram, S. Candan, L. Xie, A. Kelliher. How Does the Sampling Strategy Impact the Discovery of Information Diffusion in Social Media?, in Int'l AAAI Conference on Weblogs and Social Media. May, 2010. [ abstract ]

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, 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 ]
  3. Y. Lin, Y. Chi, S. Zhu, H. Sundaram, B. Tseng. nalyzing Communities and Their Evolutions in Dynamics Networks, in ACM Trans. on Knowledge Discovery from Data, special issue on Social Computing, Behavioral Modeling, and Prediction (TKDD). February, 2009. [ abstract ]

2008

  1. Y. Lin, Y. Chi, S. Zhu, H. Sundaram, B. Tseng. FaceNet: A Framework for Analyzing Communities and Their Evolutions in Dynamics Networks, in Proceedings of the 17th International World Wide Web Conference (WWW 2008). April, 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 ]

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 ]