Discover breaking events with popular hashtags in twitter

ACM International Conference Proceeding Series

Volumn , Issue , 2012, Pages 1794-1798

  Cui, Anqi ^a   Zhang, Min ^a   Liu, Yiqun ^a   Ma, Shaoping ^a   Zhang, Kuo ^a  

^a TSINGHUA UNIVERSITY   (China)

Author keywords

burst detection; hashtag; social media; twitter

Indexed keywords

BURST DETECTION; EVENT DETECTION; HASHTAG; SOCIAL EVENTS; SOCIAL MEDIA; TEMPORAL ANALYSIS; TWITTER;

KNOWLEDGE MANAGEMENT; SOCIAL NETWORKING (ONLINE);

WORLD WIDE WEB;

EID: 84871083887     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2396761.2398519     Document Type: Conference Paper

References (19)

1. I. Cantador, I. Konstas, and J. M. Jose. Categorising social tags to improve folksonomy-based recommendations. Web Semantics: Science, Services and Agents on the World Wide Web, 9(1):1-15, 2011.
2. H.-C. Chang. A new perspective on twitter hashtag use: diffusion of innovation theory. In ASIS&T '10, pages 85:1-85:4, 2010.
3. R. Crane and D. Sornette. Robust dynamic classes revealed by measuring the response function of a social system. Proc. of the National Academy of Sciences, 105(41):15649, 2008.
4. A. Cui, M. Zhang, Y. Liu, and S. Ma. Are the urls really popular in microblog messages? In CCIS '11, pages 1-5, 2011.
5. E. Cunha, G. Magno, G. Comarela, V. Almeida, M. A. Gonçalves, and F. Benevenuto. Analyzing the dynamic evolution of hashtags on twitter: a language-based approach. In NAACL-HLT Workshop LSM '11, pages 58-65, June 2011.
6. D. Gruhl, R. Guha, D. Liben-Nowell, and A. Tomkins. Information diffusion through blogspace. In WWW '04, pages 491-501, 2004.
7. H. Halpin, V. Robu, and H. Shepherd. The complex dynamics of collaborative tagging. In WWW '07, pages 211-220, 2007.
8. H. Kwak, C. Lee, H. Park, and S. Moon. What is twitter, a social network or a news media? In WWW '10, pages 591-600, 2010.
9. R. Li, S. Bao, Y. Yu, B. Fei, and Z. Su. Towards effective browsing of large scale social annotations. In WWW '07, pages 943-952, 2007.
10. M. Mathioudakis and N. Koudas. Twittermonitor: trend detection over the twitter stream. In SIGMOD '10, pages 1155-1158, 2010.
11. D. M. Romero, B. Meeder, and J. Kleinberg. Differences in the mechanics of information diffusion across topics: idioms, political hashtags, and complex contagion on twitter. In WWW, pages 695-704, 2011.
12. A. Shepitsen, J. Gemmell, B. Mobasher, and R. Burke. Personalized recommendation in social tagging systems using hierarchical clustering. In RecSys '08, pages 259-266, 2008.
13. O. Tsur and A. Rappoport. What's in a hashtag? content based prediction of the spread of ideas in microblogging communities. In WSDM '12, pages 643-652, 2012.
14. A. Wang, T. Chen, and M.-Y. Kan. Re-tweeting from a linguistic perspective. In NAACL-HLT Workshop LSM, pages 46-55, 2012.
15. J. Weng, E.-P. Lim, Q. He, and C. W.-K. Leung. What do people want in microblogs? measuring interestingness of hashtags in twitter. In ICDM '10, pages 1121-1126, 2010.
16. J. Yang and J. Leskovec. Patterns of temporal variation in online media. In WSDM '11, pages 177-186, 2011.
17. S. Yardi, D. Romero, G. Schoenebeck, and D. Boyd. Detecting spam in a twitter network. First Monday, 15(1):1-13, 2010.
18. D. Zhou, J. Bian, S. Zheng, H. Zha, and C. L. Giles. Exploring social annotations for information retrieval. In WWW '08, pages 715-724, 2008.
19. A. Zubiaga, D. Spina, V. Fresno, and R. Martínez. Classifying trending topics: a typology of conversation triggers on twitter. In CIKM, pages 2461-2464, 2011.