An exploration of pattern-based subtopic modeling for search result diversification

Proceedings of the ACM/IEEE Joint Conference on Digital Libraries

Volumn , Issue , 2011, Pages 387-388

  Zheng, Wei ^a   Wang, Xuanhui ^b   Fang, Hui ^a   Cheng, Hong ^c  

^a UNIVERSITY OF DELAWARE   (United States)

^b Yahoo ^*  (United States)

^c CHINESE UNIVERSITY OF HONG KONG   (Hong Kong)

Author keywords

diversification; information retrieval; pattern; subtopic

Indexed keywords

DIVERSIFICATION; FREQUENT PATTERN MINING; INFORMATION RETRIEVAL MODELS; NOVEL PATTERNS; OPTIMAL SEARCH; PATTERN; RELEVANT DOCUMENTS; RESEARCH TOPICS; RETRIEVED DOCUMENTS; SEARCH RESULTS; SUBTOPIC;

DIGITAL LIBRARIES;

INFORMATION RETRIEVAL;

EID: 79960532909     PISSN: 15525996     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1998076.1998148     Document Type: Conference Paper

References (9)

1. R. J. Bayardo. Efficiently mining long patterns from databases. In Proceedings of SIGMOD'98, 1998.
2. B. Carterette and P. Chandar. Probabilistic models of novel document rankings for faceted topic retrieval. In Proceedings of CIKM'09, 2009.
3. C. L. A. Clarke, N. Craswell, and I. Soboroff. Overview of the trec 2009 web track. In Proceedings of TREC'09, 2009.
4. H. Fang and C. Zhai. Semantic term matching in axiomatic approaches to information retrieval. In Proceedings of SIGIR'06, 2006.
5. T. Hofmann. Probabilistic latent semantic analysis. In Proceedings of UAI'99, 1999.
6. G. Salton and C. Buckley. Term-weighting approaches in automatic text retrieval. Information Processing and Management, 24:513{523, 1988.
7. R. L. T. Santos, C. Macdonald, and I. Ounis. Exploiting query reformulations for web search result diversification. In Proceedings of WWW'10, 2010.
8. A. Swaminathan, D. V. Mathew, and D. Kirovski. Essential pages. Technical Report MSR-TR-2008-15, 2008.
9. C. Zhai and J. Lafferty. A study of smoothing methods for language models applied to ad hoc information retrieval. In Proceedings of SIGIR'01, 2001.