Term level search result diversification

SIGIR 2013 - Proceedings of the 36th International ACM SIGIR Conference on Research and Development in Information Retrieval

Volumn , Issue , 2013, Pages 603-612

  Dang, Van ^a   Croft, W Bruce ^a  

^a Biologically Inspired Neural and Dynamical Systems Laboratory   (United States)

Author keywords

Search result diversification; Term level; Topic level

Indexed keywords

AUTOMATIC CONSTRUCTION; CLUEWEB; GREEDY ALGORITHMS; NEW APPROACHES; SEARCH RESULT DIVERSIFICATION; TERM LEVEL; TOPIC LEVEL; TOPIC STRUCTURES;

INFORMATION RETRIEVAL;

EID: 84883098389     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2484028.2484095     Document Type: Conference Paper

References (32)

1. R. Agrawal, S. Gollapudi, A. Halverson, and S. Ieong. Diversifying search results. In Proceedings of WSDM, pages 5-14, 2009.
2. M. Bendersky, D. Fisher, and W.B. Croft. UMass at TREC 2010 Web Track: Term dependence, spam filtering and quality bias. In Proceedings of TREC, 2010.
3. D. M. Blei, A. Y. Ng, and M. I. Jordan. Latent Dirichlet allocation. In JMLR, (3):993-1022, 2003.
4. J. Carbonell and J. Goldstein. The use of MMR, diversity-based reranking for reordering documents and producing summaries. In Proceedings SIGIR, pages 335-336, 1998.
5. B. Carterette and P. Chandar. Probabilistic models of ranking novel documents for faceted topic retrieval. In Proceedings of CIKM, pages 1287-1296, 2009.
6. O. Chapelle, D. Metlzer, Y. Zhang, and P. Grinspan. Expected reciprocal rank for graded relevance. In Proceedings of CIKM, pages 621-630, 2009.
7. H. Chen and D. R. Karger. Less is more: probabilistic models for retrieving fewer relevant documents. In Proceedings of SIGIR, pages 429-436, 2006.
8. C.L.A. Clarke, M. Kolla, G.V. Cormack, O. Vechtomova, A. Ashkan, S. Buttcher, and I. MacKinnon. Novelty and diversity in information retrieval evaluation. In Proceedings of SIGIR, pages 659-666, 2008.
9. C.L.A. Clarke, M. Kolla, and O. Vechtomova. An effectiveness measure for ambiguous and underspecified queries. In Proceedings of ICTIR, pages 188-199, 2009.
10. C.L.A. Clarke, N. Craswell, and I. Soboroff. Overview of the TREC 2009 Web track. In TREC, 2009.
11. C.L.A. Clarke, N. Craswell, I. Soboroff, and G.V. Cormack. Overview of the TREC 2009 Web track. In TREC, 2010.
12. C.L.A. Clarke, N. Craswell, I. Soboroff, and E.M. Voorhees. In TREC, 2011.
13. G.V. Cormack, M.D. Smucker, and C.L.A. Clarke. Efficient and effective spam filtering and re-ranking for large web datasets. Apr 2010.
14. N. Craswell, O. Zoeter, M.J. Taylor, and B. Ramsey. An experimental comparison of click position-bias models. In Proceedings of WSDM, pages 87-94, 2008.
15. W.B. Croft, D. Metzler, and T. Strohman. Search Engines: Information Retrieval in Practice. Addison-Wesley, 2009.
16. Predicting query performance. S. Cronen-Townsend, Y. Zhou and W.B. Croft. In Proceedings of SIGIR, pages 299-306, 2002.
17. V. Dang, X. Xue, and W.B. Croft. Inferring query aspects from reformulations using clustering. In Proceedings of CIKM, pages 2117-2120, 2011.
18. V. Dang and W.B. Croft. Diversity by proportionality: An election-based approach to search result diversification. In Proceedings of SIGIR, pages 65-74, 2012.
19. Z. Dou, S. Hu, K. Chen, R. Song, and J.R. Wen. Multidimensional search result diversification. In Proceedings of WSDM, pages 475-484, 2011.
20. J. He, V. Hollink, and A. de Vries. Combining implicit and explicit topic representations for result diversification. In Proceedings of SIGIR, pages 851-860, 2012.
21. T. Kanungo and D. Orr. Predicting the readability of short web summaries. In Proceedings of WSDM, pages 202-211, 2009.
22. R. Krovetz. Viewing morphology as an inference process. In Proceedings of SIGIR, pages 191âǎş-202, 1993.
23. D. Lawrie, W.B. Croft, and A. Rosenberg. Finding topic words for hierarchical summarization. In Proceedings of SIGIR, pages 349-357, 2001.
24. D. Lawrie and W.B. Croft. Generating hierarchical summaries for web searches. In Proceedings of SIGIR, pages 457-458, 2001.
25. V. Lavrenko and W.B. Croft. Relevance-Based Language Models. In Proceedings of SIGIR, pages 120-127, 2001.
26. A. Ntoulas and M. Manasse. Detecting spam web pages through content analysis. In Proceedings of WWW, pages 83-92, 2006.
27. F. Radlinski, M. Szummer, and N. Craswell. Inferring query intent from reformulations and clicks. In Proceedings of WWW, pages 1171-1172, 2010.
28. J. Wang and J. Zhu. Portfolio theory of information retrieval. In Proceedings of SIGIR, pages 115-122, 2009.
29. M. Sanderson and W.B. Croft. Deriving concept hierarchies from text. In Proceedings of SIGIR, pages 206-213 1999.
30. R. L. T. Santos, C. Macdonald, and I. Ounis. Exploiting query reformulations for web search result diversification. In Proceedings of WWW, pages 881-890, 2010.
31. C. Zhai, W.W. Cohen, and J. Lafferty. Beyond independent relevance: Methods and evaluation metrics for subtopic retrieval. In Proceedings of SIGIR, pages 10-17, 2003.
32. W. Zheng, X. Wang, H. Fang and H. Cheng. Coverage-based Search Result Diversification. In Information Retrieval, 15(5): 433-457, 2012.