Explicit relevance models in intent-oriented information retrieval diversification

SIGIR'12 - Proceedings of the International ACM SIGIR Conference on Research and Development in Information Retrieval

Volumn , Issue , 2012, Pages 75-84

  Vargas, Saúl ^a   Castells, Pablo ^a   Vallet, David ^a  

^a UNIVERSIDAD AUTÓNOMA DE MADRID   (Spain)

Author keywords

diversity; generative models; language models; relevance models

Indexed keywords

CONFIGURABLE PARAMETER; CORE ALGORITHMS; DIVERSITY; EVALUATION METRICS; GENERATIVE MODEL; LANGUAGE MODEL; NATURAL EXTENSION; RELEVANCE MODELS; RETRIEVAL SYSTEMS; STATE-OF-THE-ART ALGORITHMS; TASK MODELS;

COMPUTATIONAL LINGUISTICS; INFORMATION RETRIEVAL; REDUNDANCY;

ALGORITHMS;

EID: 84866621714     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2348283.2348297     Document Type: Conference Paper

References (29)

1. nd ACM International Conference on Web Search and Data Mining (WSDM 2009). Barcelona, Spain, February 2009, 5-14.
2. Arampatzis, A. and Robertson, S. Modeling score distributions in information retrieval. Information Retrieval 14(1), 2011, 26-46.
3. Bache, R., Baillie, M., and Crestani, F. Language models, probability of relevance and relevance likelihood. ACM International Conference on Information and Knowledge Management (CIKM 2007). Lisbon, Portugal, 2007, 853-856.
4. st Annual International ACM Conference on Research and Development in Information Retrieval (SIGIR 1998). Melbourne, Australia, August 2998, 335-336.
5. Carterette, B. An analysis of NP-completeness in novelty and diversity ranking. Information Retrieval 14(1), February 2011, 89-106.
6. nd ACM International Conference on Recommender Systems (RecSys 2008). Lausanne, Switzerland, 2008, 179-186.
7. th Annual International ACM Conference on Research and Development in Information Retrieval (SIGIR 2006). Seattle, WA, USA, August 2006, 429-436.
8. th ACM International Conference on Web Search and Data Mining (WSDM 2011). Hong-Kong, China, February 2011, 75-84.
9. Clarke, C. L. A., Craswell, N., Soboroff, I, and Cormack, G. V. Overview of the TREC 2010 Web Track. TREC 2010, Gaithersburg, MD, USA.
10. st Annual International ACM Conference on Research and Development in Information Retrieval (SIGIR 2008). Singapore, July 2008, 659-666.
11. th ACM International Conference on Recommender Systems (RecSys 2010). Barcelona, Spain, September 2010, 39-46.
12. th Annual International ACM Conference on Research and Development in Information Retrieval (SIGIR 2006). Seattle, WA, USA, August 2006, pp. 643-644.
13. Herlocker, J. L., Konstan, J. A., Terveen, L. G., and Riedl, J. T. Evaluating collaborative filtering recommender systems. ACM Transactions on Information Systems 22, 1, 2004, 5-53.
14. Hofmann, T. Latent semantic models for collaborative filtering. ACM Transactions on Information Systems 22(1), January 2004, 89-115.
15. th International Conference on World Wide Web (WWW 2011). Hyderabad, India, March 2011, 17-26.
16. Lafferty, L., Zhai, C. Probabalistic Relevance Models Based on Document and Query Generation. In Croft W.B. and Lafferty J. (Eds.), Language Modeling for Information Retrieval. Kluwer Academic Publishers, Dordrecht, Netherlands, 2003.
17. th ACM SIGIR Conf. on Research and Development in Information Retrieval (SIGIR 1997). Philadelphia, PA, USA, July 1997, 267-276.
18. Nottelmann, H. and Fuhr, N. From Retrieval Status Values to Probabilities of Relevance for Advanced IR Applications. Information Retrieval 6(3-4), September 2003, 363-388.
19. Pan, B., Hembrooke, H., Joachims, T., Lorigo, L., Gay, G., and Granka, L.A. In Google We Trust: Users' Decisions on Rank, Position, and Relevance. Journal of Computer-Mediated Communication 12(3), June 2007, 801-823.
20. Robertson, S. E. The Probability Ranking Principle in IR. Journal of Documentation 33(4), 1977, 294-304.
21. th International Conference on World Wide Web (WWW 2010). Raleigh, NC, USA, April 2010, 881-890.
22. Santos, R. L. T., Macdonald, C., and Ounis, I. On the Role of Novelty for Search Result Diversification. Information Retrieval. In Press.
23. Spark-Jones, K., Robertson, S. E., Hiemstra, D., Zaragoza, H. Language Modelling and Relevance. In Croft W.B. and Lafferty J. (Eds.), Language Modeling for Information Retrieval. Kluwer Academic Publishers, Dordrecht, Netherlands, 2003.
24. th ACM Int. Conf. on Recommender Systems (RecSys 2011). Chicago, IL, October 2011, 109-116.
25. th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2011). Beijing, China, August 2011, 1211-1212.
26. th ACM International Conference on Web Search and Data Mining (WSDM 2012). Seattle, WA, USA, February 2012.
27. nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2009). Boston, MA, USA, July 2009, 115-122.
28. th International Conference on World Wide Web (WWW 2011). Hyderabad, India, March 2011, 237-246.
29. th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2003). Toronto, Canada, July 2003, 10-17.