Towards effective event detection, tracking and summarization on microblog data

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 6897 LNCS, Issue , 2011, Pages 652-663

  Long, Rui ^a   Wang, Haofen ^a   Chen, Yuqiang ^a   Jin, Ou ^a   Yu, Yong ^a  

^a SHANGHAI JIAO TONG UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

BACKGROUND KNOWLEDGE; BIPARTITE GRAPHS; DAILY LIVES; EVENT DETECTION; HOME PAGE; INFORMATION DIFFUSION; MICRO-BLOG; MICROBLOGGING; SHORT MESSAGE; TIME-PERIODS; WEB APPLICATION; WEB SEARCHES;

FEATURE EXTRACTION; INFORMATION MANAGEMENT; USER INTERFACES;

WORLD WIDE WEB;

EID: 80052746616     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-23535-1_55     Document Type: Conference Paper

References (10)

1. Baeza-Yates, R.A., Ribeiro-Neto, B.: Modern Information Retrieval. Addison- Wesley Longman Publishing Co., Inc., Boston (1999)
2. Java, A., Song, X., Finin, T., Tseng, B.: Why we twitter: understanding microblogging usage and communities. In: Proceedings of the 9th WebKDD and 1st SNA-KDD 2007 Workshop on Web Mining and Social Network Analysis, WebKDD/SNA-KDD 2007, pp. 56-65. ACM, New York (2007)
3. Lin, C.Y., Hovy, E.: Automatic evaluation of summaries using n-gram cooccurrence statistics. In: Proceedings of the 2003 Conference of the North American Chapter of the Association for Computational Linguistics on Human Language Technology, NAACL 2003, vol. 1. Association for Computational Linguistics, Stroudsburg (2003)
4. Mitchell, T.: Machine Learning. McGraw-Hill Education (ISE Editions) (October 1997)
5. Sakaki, T., Matsuo, Y.: How to become famous in the microblog world. In: ICWSM (2010)
6. Sakaki, T., Okazaki, M., Matsuo, Y.: Earthquake shakes twitter users: real-time event detection by social sensors. In: World Wide Web Conference Series, pp. 851-860 (2010)
7. Sayyadi, H., Hurst, M., Maykov, A.: Event detection and tracking in social streams. In: Adar, E., Hurst, M., Finin, T., Glance, N.S., Nicolov, N., Tseng, B.L. (eds.) ICWSM. The AAAI Press, Menlo Park (2009)
8. Sharifi, B., Hutton, M.A., Kalita, J.: Summarizing microblogs automatically. In: Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics, HLT 2010, pp. 685-688. Association for Computational Linguistics, Stroudsburg (2010)
9. Teevan, J., Ramage, D., Morris, M.R.: #twittersearch: a comparison of microblog search and web search. In: Proceedings of the Fourth ACM International Conference on Web Search and Data Mining, WSDM 2011, pp. 35-44. ACM, New York (2011)
10. Zhao, Q., Mitra, P., Chen, B.: Temporal and information flow based event detection from social text streams. In: Proceedings of the 22nd National Conference on Artificial Intelligence, vol. 2, pp. 1501-1506. AAAI Press, Menlo Park (2007)