Quality models for microblog retrieval

ACM International Conference Proceeding Series

Volumn , Issue , 2012, Pages 1834-1838

  Choi, Jaeho ^a   Croft, W Bruce ^b   Kim, Jin Young ^b  

^a NHN Corporation   (South Korea)

^b University of Massachusetts Amherst   (United States)

Author keywords

microblogs; quality model; quality biased ranking

Indexed keywords

BEHAVIOR-BASED; HIGH QUALITY; INFORMATIVENESS; MICRO-BLOG; MICROBLOGS; QUALITY FEATURES; QUALITY METRICES; QUALITY MODELS; QUALITY-BIASED RANKING; RELEVANCE JUDGMENT; RETRIEVAL MODELS; RETRIEVAL PERFORMANCE; USER BEHAVIORS;

BEHAVIORAL RESEARCH; KNOWLEDGE MANAGEMENT;

INFORMATION RETRIEVAL;

EID: 84871099968     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2396761.2398527     Document Type: Conference Paper

References (22)

1. O. Alonso, C. Carson, D. Gerster, X. Ji, and S. U. Nabar. Detecting uninteresting content in text streams. In SIGIR'10 Crowdsourcing for Search Evaluation Workshop, 2010.
2. M. Bendersky, W. B. Croft, and Y. Diao. Quality-biased ranking of web documents. In WSDM'11, 2011.
3. S. Brin and L. Page. The anatomy of a large-scale hypertextual web search engine. Computer Networks and ISDN Systems, 1998.
4. C. Castillo, M. Mendoza, and B. Poblete. Information Credibility on Twitter. In WWW'11, 2011.
5. Y. Duan, L. Jiang, T. Qin, M. Zhou, H. Shum. An empirical study on learning to rank of tweets. In Coling'10, 2010.
6. L. Hong, O. Dan, and B. D. Davison. Predicting popular messages in twitter. In WWW'11, 2011.
7. M. Huang, Y. Yang, and X. Zhu. Quality-biased ranking of short texts in microblogging services, In IJCNLP'11, 2011.
8. J. M. Kleinberg. Authoritative sources in a hyperlinked environment. J. ACM, 1999.
9. V. Lavrenko, W. B. Croft. Relevance-based language models. In SIGIR'01, 2001.
10. K. Massoudi, E. Tsagkias, M. de Rijke, and W. Weerkamp. Incorporating query expansion and quality indicators in searching microblog posts. In ECIR'11, 2011.
11. D. Metzler, W. B. Croft. A Markov random field model for term dependencies. In SIGIR'05, 2005.
12. D. Metzler and W. B. Croft. Linear feature-based models for information retrieval. Information Retrieval, 10(3), 2007.
13. D. Metzler and C. Cai, USC/ISI at TREC 2011:Microblog Track, In TREC'11, 2012.
14. N. Naveed, T. Gottron, J. Kunegis, and A. Che Alhadi. Bad news travel fast: A content-based analysis of interestingness on twitter. In WebSci'11, 2011.
15. N. Naveed, T. Gottron, J. Kunegis, and A. Che Alhadi. Searching microblogs: Coping with sparsity and document quality. In CIKM'11, 2011.
16. H.-K. Peng, J. Zhu, D. Piao, R. Yan and J. Y. Zhang. Retweet Modeling Using Conditional Random Fields. ICDM Workshops, 2011.
17. J. Seo and W. B. Croft. Unsupervised estimation of dirichlet smoothing parameters. In SIGIR'10, 2010.
18. M. D. Smucker, J. Allan, and B. Carterette, A Comparison of Statistical Significance Tests for Information Retrieval Evaluation, CIKM'07, 2007.
19. J. M. Ponte and W. B. Croft. A language modeling approach to information retrieval, In SIGIR'98, 1998.
20. J. Teevan, D. Ramage, and M. Morris. #Twittersearch: A comparison of microblog search and web search. In WSDM'11, 2011.
21. C. Zhai and J. Lafferty. A study of smoothing methods for language models applied to ad hoc information retrieval. In SIGIR'01, 2001.
22. Y. Zhou and W. B. Croft. Document quality models for web ad hoc retrieval. In CIKM'05, 2005.