Coverage-based search result diversification

Information Retrieval

Volumn 15, Issue 5, 2012, Pages 433-457

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

^a UNIVERSITY OF DELAWARE   (United States)

^b YAHOO RESEARCH   (United States)

^c CHINESE UNIVERSITY OF HONG KONG   (Hong Kong)

Author keywords

Coverage; Diversification; Information retrieval; Subtopic

Indexed keywords

EID: 84867072244     PISSN: 13864564     EISSN: 15737659     Source Type: Journal    
DOI: 10.1007/s10791-011-9178-4     Document Type: Article

References (41)

1. Agrawal, R., Gollapudi, S., Halverson, A., & Ieong, S. (2009). Diversifying search results. In Proceedings of WSDM'09.
2. Boyce, B. (1982). Beyond topicality: A two stage view of relevance and the retrieval process. Information Processing and Management, 18(3), 105-109.
3. Carbonell, J., & Goldstein, J. (1998). The use of MMR, diversity-based reranking for reordering documents and producing summaries. In Proceedings of SIGIR'98, pp. 335-336.
4. Carterette, B., & Chandar, P. (2009). Probabilistic models of novel document rankings for faceted topic retrieval. In Proceedings of CIKM'09.
5. Chapelle, O., Metzler, D., Zhang, Y., & Grinspan, P. (2009). Expected reciprocal rank for graded relevance. In Proceedings of CIKM'09.
6. Chen, H., & Karger, D. R. (2006). Less is more: Probabilistic models for retrieving fewer relevant documents. In Proceedings of SIGIR'06.
7. Clarke, C. L. A., Craswell, N., & Soboroff, I. (2009). Overview of the trec 2009 web track. In Proceedings of TREC'09.
8. Clarke, C. L. A., Kolla, M., & Vechtomova, O. (2009). An effectiveness measure for ambiguous and underspecified queries. In Proceedings of ICTIR'09.
9. Clarke, C. L. A., Craswell, N., Soboroff, I., & Cormack, G. V. (2010). Preliminary overview of the trec 2010 web track. In Proceedings of TREC'10.
10. Clarke, C. L. A., Kolla, M., Cormack, G. V., Vechtomova, O., Ashkan, A., Buttcher, S. et al. (2008). Novelty and diversity in information retrieval evaluation. In Proceedings of SIGIR'08.
11. Cormack G. V., Smucker, M. D., & Clarke, C. L. A. (2010). Efficient and effective spam filtering and re-ranking for large web datasets. In http://arxiv. org/abs/1004. 516.
12. Craswell, N., Fetterly, D., Najork, M., Robertson, S., & Yilmaz, E. (2009). Microsoft research at trec 2009. In Proceedings of TREC'09.
13. Demidova, E., Fankhauser, P., Zhou, X., & Nejdl, W. (2010). Divq: Diversification for keyword search over structured databases. In Proceedings of SIGIR'10.
14. Fang, H., &, Zai, C. (2005). An exploration of axiomatic approaches to information retrieval. In Proceedings of SIGIR'05.
15. Goffman, W. (1964). A search procedure for information retrieval. Information Storage and Retrieval, 2, 73-78.
16. Gollapudi, S., & Sharma, A. (2009). An axiomatic approach for result diversification. In Proceedings of WWW'09.
17. Hastie, T., Tibshirani, R., & Friedman, J. (2009). The element of statistical learning: Data mining, inference and prediction. Berlin: Springer.
18. Khuller, S., Moss, A., & NaorJure, J. (1999). The generalized maximum coverage problem. Information Processing Letters, 70(1), 39-45.
19. Lafferty, J., & Zhai, C. (2001). Document language models, query models, and risk minimization for information retrieval. In Proceedings of SIGIR'01, Sept 2001.
20. Leskovec, J., Krause, A., Guestrin, C., Faloutsos, C., VanBriesen, J., & Glance, N. (2007). Cost-effective outbreak detection in networks. In Proceedings of KDD'07, 2007.
21. Macdonald, C., Wang, J., & Clarke, C. (2011). Ecir2011 ddr workshop proceedings. In Proceedings of DDR'11, 2011.
22. McCreadie, R., Macdonald, C., Ounis, I., Peng, J., & Santos, R. (2009). University of glasgow at trec 2009: Experiments with terrier. In Proceedings of TREC'09.
23. Nemhauser, G. L., Wolsey, L. A., & Fisher, M. L. (1978). An analysis of approximations for maximizing submodular set functions. Mathematical Programming, 14(1), 265-294.
24. Ponte, J., & Croft, W. B. (1998). A language modeling approach to information retrieval. In Proceedings of the ACM SIGIR'98.
25. Radlinsk, F., & Dumais, S. T. (2006). Improving personalized web search using result diversification. In Proceedings of SIGIR'06.
26. Radlinski, F., Bennett, P. N., Carterette, B., & Joachims, T. (2009). Redundancy, diversity and interdependent document relevance. In Proceedings of the IDR'09 Workshop.
27. Robertson, S. E., & Walker, S. (1999). Okapi/keenbow at TREC-8. In E. M. Voorhees & D. K. Harman (Eds.), The eighth text REtrieval conference (TREC 8). NIST Special Publication 500-246.
28. Sakai, T., & Song, R. (2011). Evaluating diversified search results using per-intent graded relevance. In Proceedings of SIGIR'11.
29. Santos, R. L., & Ounis, I. (2011). Diversifying for multiple information needs. In Proceedings of DDR'11.
30. Santos, R. L. T., Macdonald, C., & Ounis, I. (2010). Selectively diversifying web search results. In Proceedings of CIKM'10.
31. Santos, R. L. T., Macdonald, C., & Ounis, I. (2010). Exploiting query reformulations for web search result diversification. In Proceedings of WWW'10.
32. Santos, R. L. T., Peng, J., Macdonald, C., & Ounis, I. (2010). Explicit search result diversification through sub-queries. In Proceedings of ECIR'10.
33. Singhal, A., Buckley, C., & Mitra, M. (1996). Pivoted document length normalization. In Proceedings of the 1996 ACM SIGIR conference on research and development in information retrieval, pp. 21-29.
34. White, R. W., & Roth, R. A. (2009) Exploratory search: Beyond the query-response paradigm. San Rafael, CA: Morgan and Claypool.
35. Yin, D., Xue, Z., Qi, X., & Davison, B. D. (2009). Diversifying search results with popular subtopics. In Proceedings of TREC'09.
36. Yue, Y., & Joachims, T. (2008). Predicting diverse subsets using structural svms. In Proceedings of ICML'08.
37. Zhai, C., Cohen, W., & Lafferty, J. (2003). Beyond independent relevance: Methods and evaluation metrics for subtopic retrieval. In Proceedings of SIGIR'03.
38. Zhai, C., & Lafferty, J. (2001). A study of smoothing methods for language models applied to ad hoc information retrieval. In Proceedings of SIGIR'01.
39. Zheng, W., & Fang, H. (2010). University of delaware at diverstiy task of web track 2010. In Proceedings of TREC'10.
40. Zheng, W., & Fang, H. (2011). A comparative study of search result diversification methods. In Proceedings of DDR'11.
41. Zheng, W., Wang, X., Fang, H., & Cheng, H. (2011). An exploration of pattern-based subtopic modeling for search result diversification. In Proceedings of JCDL'11.