Diversifying web search results

Proceedings of the 19th International Conference on World Wide Web, WWW '10

Volumn , Issue , 2010, Pages 781-790

  Rafiei, Davood ^a   Bharat, Krishna ^b   Shukla, Anand ^b  

^a UNIVERSITY OF ALBERTA   (Canada)

^b GOOGLE INC   (United States)

Author keywords

query ambiguity; result diversity; search diversity

Indexed keywords

BASELINE SYSTEMS; EXPECTATION MAXIMIZATION; MODEL PARAMETERS; QUERY LOGS; TEXTUAL CONTENT; WEB SEARCHES; WIKIPEDIA;

WEBSITES;

EID: 77954608294     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1772690.1772770     Document Type: Conference Paper

References (23)

1. R. Agrawal, S. Gollapudi, A. Halverson, and S. Leong. Diversifying search results. In Proc. of ACM Conf. on Web Search and Data Mining, 2009.
2. R. Baeza-Yates and B. Ribeiro-Neto. Modern Information Retrieval. Addison Wesley, 1999.
3. R. Bhatia. Positive Definite Matrices. Princeton University Press, 2006.
4. T. Brants and A. Franz. Web 1t 5-gram version 1. Linguistic Data Consortium, Philadelphia, 2006.
5. J. Carbonell and J. Goldstein. The use of MMR, diversity-based reranking for reordering documents and producing summaries. In Proc. of SIGIR Posters, 1998.
6. H. Chen and D. Karger. Less is more: probabilistic models for retrieving fewer relevant documents. In Proc. of SIGIR Conf., 2006.
7. C. Clarke, M. Kolla, G. Cormack, O. Vechtomova, A. Ashkan, S. Buttcher, and I. MacKinnon. Novelty and diversity in information retrieval evaluation. In Proc. of SIGIR Conf., pages 659-666, 2008.
8. R. Fletcher. Practical methods of optimization. Wiley and Sons, second edition, 1987.
9. M. Gertz and S. Wright. Object-oriented software for quadratic programming (ooqp). http://pages.cs.wisc/edu/ swright/ooqp.
10. H. Craswell, C. Clarke, I. Soboroff. TREC 2009 novelty track. In Proc. of TREC, 2009.
11. H. Markowitz. Portfolio selection. The Journal of Finance, VII(1):77-91, 1952.
12. J. Nocedal and S. Wright. Numerical optimization. Springer, second edition, 2006.
13. G. Pass, A. Chowdhury, and C. Torgeson. A picture of search. In The 1st Intl. Conf. on Scalable Information Systems, 2006.
14. F. Radlinski and S. Dumais. Improving personalized web search using result diversification. In Proc. of SIGIR Conf. (Poster Session), 2006.
15. M. Richardson, E. Dominowska, and R. Ragno. Predicting clicks: estimating the click-through rate for new ads. In Proc. of WWW Conf., pages 521-529, 2007.
16. J. Teevan, E. Adar, R. Jones, and M. Potts. Information re-retrieval: repeat queries in yahoos logs. In Proc. of SIGIR Conf., pages 151-158, 2007.
17. E. Vee, U. Srivastava, J. Shanmugasundaram, P. Bhat, and S. A. Yahia. Efficient computation of diverse query results. In Proc. of the ICDE Conf., pages 228-236, 2008.
18. J. Wang and J. Zhu. Portfolio theory of information retrieval. In Proc. of SIGIR Conf., pages 115-122, 2009.
19. Wikipedia. http://en.wikipedia.org.
20. C. Zhai, W. Cohen, and J. Lafferty. Beyond independent relevance: methods and evaluation metrics for subtopic retrieval. In Proc. of SIGIR Conf., 2003.
21. C. Zhai and J. Lafferty. A risk minimization framework for information retrieval. In Proc. of SIGIR Workshop on Mathematical/Formal Methods in IR, 2003.
22. B. Zhang, H. Li, Y. Liu, L. Ji, W. Xi, W. Fan, Z. Chen, and W. Ma. Improving web search results using affinity graph. In Proc. of SIGIR Conf., 2005.
23. R. Zwol, V. Murdock, L. Pueyo, and G. Ramirez. Diversifying image search with user generated content. In Proc. of the 1st ACM Conf. on Multimedia IR, pages 67-74, 2008.