Topic detection and tracking for threaded discussion communities

Proceedings - 2008 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2008

Volumn , Issue , 2008, Pages 77-83

  Zhu, Mingliang ^a   Hu, Weiming ^a   Wu, Ou ^a  

^a INSTITUTE OF AUTOMATION   (China)

Author keywords

[No Author keywords available]

Indexed keywords

CONTENT SIMILARITIES; DECISION FRAMEWORKS; ONLINE COMMUNITIES; THREADED DISCUSSIONS; TOPIC DETECTION AND TRACKING; USER ACTIVITIES; WEB USERS;

DATA VISUALIZATION;

EID: 62949180321     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/WIIAT.2008.50     Document Type: Conference Paper

References (15)

1. J. Allan, J. Carbonell, G. Doddington, J. Yamron and Y. Yang. "Topic detection and tracking pilot study: Final report". In Proc. of DARPA Broadcast News Transcription and Understanding Workshop, 1998.
2. J. Bengel, S. Gauch, E. Mittur and R. Vijayaraghavan. "Chattrack: Chat room topic detection using classification". In 2nd Symposium on Intelligence and Security Informatics, Tucson, Arizona, 2004, pp. 266-277.
3. T. Brants, F. Chen and A. Farahat. "A System for New Event Detection". In Proc. of ACM SIGIR'03, 2003, 330-337.
4. C.-C. Chang and C.-J. Lin, LIBSVM: a library for support vector machines, 2001. Software available at http://www.csie.ntu.edu.tw/~cjlin/libsvm.
5. http://www.newsmth.net/
6. J. W. Kim, K. S. Candan and M. E. Dönderler, "Topic segmentation of message hierarchies for indexing and navigation support", in Proc. of WWW'05, 2005, 322-331.
7. G. Kumaran and J. Allan. "Text Classification and Named Entities for New Event Detection". In Proc. of ACM SIGIR04. 2004, 297-304.
8. J. Makkonen, H. Ahonen-Myka and M. Salmenkivi, "Simple Semantics in Topic Detection and Tracking", Information Retrieval, Springer, 2004, 347-368.
9. N. Matsumura, D. E. Goldberg and X. Llorà, "Mining directed social network from message board", in Proc. of WWW'05, 2005, 1092-1093.
10. B. Schölkopf, J. C. Platt, J. Shawe-Taylor, A. J. Smola and R. C. Williamson. "Estimating the support of a highdimensional distribution". Neural Computation, 2001, 13(7), 1443-1471.
11. M. Steyvers, P. Smyth, M. Rosen-Zvi and T. Griffiths, "Probabilistic author-topic models for information discovery", in Proc. of ACM SIGKDD'04, 2004, 306-315.
12. N. Stokes and J. Carthy. "Combining Semantic and Syntactic Document Classifiers to Improve First Story Detection". In Proc. ACM SIGIR'01. 2001, 424-425.
13. V. H Tuulos and H. Tirri, "Combining Topic Models and Social Networks for Chat Data Mining", In Proc. of WI'04, 2004, 206-213.
14. Y. Yang, T. Pierce and J. Carbonell. "A Study of Retrospective and On-line Event Detection". In Proc. of ACM SIGIR'98, 1998, 28-36.
15. K. Zhang, J. Li and G. Wu. "New Event Detection Based on Indexing-tree and Named Entity". In Proc. of ACM SIGIR'07, 2007, 215-222.