An iterative implicit feedback approach to personalized search

COLING/ACL 2006 - 21st International Conference on Computational Linguistics and 44th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference

Volumn 1, Issue , 2006, Pages 585-592

  Lv, Yuanhua ^a   Sun, Le ^a   Zhang, Junlin ^a   Nie, Jian Yun ^b   Chen, Wan ^c   Zhang, Wei ^a  

^a INSTITUTE OF SOFTWARE   (China)

^b UNIVERSITÉ DE MONTRÉAL   (Canada)

^c NONE

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL LINGUISTICS; INFORMATION RETRIEVAL; INFORMATION RETRIEVAL SYSTEMS;

CLIENT SIDES; GENERAL INFORMATION; IMPLICIT FEEDBACK; NEW APPROACHES; PERSONALIZED SEARCH; PERSONALIZED WEB SEARCHES; QUERY EXPANSION; QUERY LOGS;

SEARCH ENGINES;

EID: 58349110853     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.3115/1220175.1220249     Document Type: Conference Paper

References (19)

1. A. Kritikopoulos and M. Sideri, 2003. The Compass Filter: Search engine result personalization using Web communities. In Proceedings of ITWP, pages 229-240.
2. D. Hawking, N. Craswell, P.B. Thistlewaite, and D. Harman, 1999. Results and challenges in web search evaluation. Computer Networks, 31(11-16):1321-1330.
3. F. Liu, C. Yu, and W. Meng, 2002. Personalized web search by mapping user queries to categories. In Proceedings of CIKM, pages 558-565.
4. F. Tanudjaja and L. Mu, 2002. Persona: a contextualized and personalized web search. HICSS.
5. G. Salton and M. J. McGill, 1983. Introduction to Modern Information Retrieval. McGraw-Hill.
6. G. Salton and C. Buckley, 1990. Improving retrieval performance by relevance feedback. Journal of the American Society for Information Science, 41(4):288-297.
7. J. J. Rocchio, 1971. Relevance feedback in information retrieval. In The SMART Retrieval System : Experiments in Automatic Document Processing, pages 313-323. Prentice-Hall Inc.
8. J. Kleinberg, 1998. Authoritative sources in a hyperlinked environment. ACM, 46(5):604-632.
9. J. Pitkow, H. Schutze, T. Cass, R. Cooley, D. Turnbull, A. Edmonds, E. Adar, and T. Breuel, 2002. Personalized search. Communications of the ACM, 45(9):50-55.
10. J. Teevan, S. T. Dumais, and E. Horvitz, 2005. Personalizing search via automated analysis of interests and activities. In Proceedings of SIGIR, pages 449-456.
11. K. Bharat, 2000. SearchPad: Explicit capture of search context to support Web search. Computer Networks, 33(1-6): 493-501.
12. K. Sugiyama, K. Hatano, and M. Yoshikawa, 2004. Adaptive Web search based on user profile constructed without any effort from user. In Proceedings of WWW, pages 675-684.
13. M. Beaulieu and S. Jones, 1998. Interactive searching and interface issues in the okapi best match retrieval system. Interacting with Computers, 10(3):237-248.
14. M. Morita and Y. Shinoda, 1994. Information filtering based on user behavior analysis and best match text retrieval. In Proceedings of SIGIR, pages 272-281.
15. M. Speretta and S. Gauch, 2005. Personalizing search based on user search history. Web Intelligence, pages 622-628.
16. R. White, I. Ruthven, and J. M. Jose, 2002. The use of implicit evidence for relevance feedback in web retrieval. In Proceedings of ECIR, pages 93-109.
17. S. E. Robertson and K. Sparck Jones, 1976. Relevance weighting of search terms. Journal of the American Society for Information Science, 27(3):129-146.
18. T. Joachims, L. Granka, B. Pang, H. Hembrooke, and G. Gay, 2005. Accurately Interpreting Clickthrough Data as Implicit Feedback, In Proceedings of SIGIR, pages 154-161.
19. Xuehua Shen, Bin Tan, and Chengxiang Zhai, 2005. Implicit User Modeling for Personalized Search. In Proceedings of CIKM, pages 824-831.