Publications

Publications for Keyword: methods

[ Recent Publications | Publications by Year: ]

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 ]

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. M. De Choudhury, H. Sundaram, A. John, D. Seligmann. Connecting Content to Community in Social Media via Image Content, User Tags and User Communication, in Proceedings of the 2009 IEEE International Conference on Multimedia & Expo (ICME 2009). June, 2009. [ abstract ]
  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, 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 ]
  4. 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 ]
  5. M. De Choudhury, H. Sundaram, A. John, D. Seligmann. What Makes Conversations Interesting? Themes, Participants and Consequences of Conversations in Online Social Media, in Proceedings of the 18th International World Wide Web Conference (WWW 2009). April, 2009. [ abstract ]
  6. 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 ]
  7. 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. 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. M. De Choudhury, H. Sundaram, A. John, D. Seligmann. Can Blog Communication Dynamics be correlated with Stock Market Activity?, in Proceedings of the 19th ACM Conference on Hypertext and Hypermedia (HT 2008). June, 2008. [ abstract ]
  3. 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 ]
  2. A. Kelliher, G. Davenport. Everyday Storytelling: supporting the mediated expression of online personal testimony, in Proceedings of the 12th International Conference on Human-Computer Interaction. July, 2007. [ abstract ] [ download ]

2005

  1. S. Kelkar, H. Sridharan, N. Mattar, H. Sundaram, D. Birchfield, K. Phillips. Tangible Interfaces for Concept-Based Web Browsing, in AME-TR-2005-06. January, 2005. [ abstract ] [ download ]
  2. A. Mani, H. Sundaram. Context Aware Media Retrieval, in AME-TR-2005-01. January, 2005. [ abstract ] [ download ]

2004

  1. S. Kelkar, H. Sridharan, N. Mattar, H. Sundaram, D. Birchfield, K. Phillips. Concept Based website navigation using a Tangible User Interface, in Arts Media and Engineering Program, ASU, AME-TR-2004-15. December, 2004. [ abstract ] [ download ]