Leveraging temporal dynamics of document content in relevance ranking

WSDM 2010 - Proceedings of the 3rd ACM International Conference on Web Search and Data Mining

Volumn , Issue , 2010, Pages 1-10

  Elsas, Jonathan L ^a   Dumais, Susan T ^b  

^a Carnegie Mellon University   (United States)

^b MICROSOFT RESEARCH   (United States)

Author keywords

Temporal change; Versioned documents; Web search

Indexed keywords

DOCUMENT RANKING; DOCUMENT SEARCH; PERFORMANCE IMPROVEMENTS; RELEVANCE RANKING; TEMPORAL CHANGE; TEMPORAL CHARACTERISTICS; TEMPORAL DYNAMICS; WEB DOCUMENT; WEB SEARCHES;

INFORMATION RETRIEVAL; LEARNING ALGORITHMS;

WORLD WIDE WEB;

EID: 77950901611     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1718487.1718489     Document Type: Conference Paper

References (21)

1. E. Adar, M. Dontcheva, J. Fogarty, and D. S. Weld. Zoetrope: Interacting with the ephemeral web. In UIST '08: Proceedings of the 21st Annual ACM Symposium on User Interface Software and Technology, pages 239-248, New York, NY, USA, 2008. ACM.
2. E. Adar, J. Teevan, and S. T. Dumais. Resonance on the web: Web dynamics and revisitation patterns. In CHI '09: Proceedings of the 27th International Conference on Human Factors in Computing Systems, pages 1381-1390, New York, NY, USA, 2009. ACM.
3. E. Adar, J. Teevan, S. T. Dumais, and J. L. Elsas. The web changes everything: Understanding the dynamics of web content. In WSDM '09: Proceedings of the Second ACM International Conference on Web Search and Data Mining, pages 282-291, New York, NY, USA, 2009. ACM.
4. O. Alonso and M. Gertz. Clustering of search results using temporal attributes. In SIGIR '06: Proceedings of the 29th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, pages 597-598, New York, NY, USA, 2006. ACM.
5. P. Anick and R. Flynn. Versioning a full-text information retrieval system. In SIGIR '92: Proceedings of the 15th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, pages 98-111, New York, NY, USA, 1992. ACM.
6. K. Berberich, S. Bedathur, T. Neumann, and G. Weikum. A time machine for text search. In SIGIR '07: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, pages 519-526, New York, NY, USA, 2007. ACM.
7. A. Z. Broder, S. C. Glassman, M. S. Manasse, and G. Zweig. Syntactic clustering of the web. Computer Networks and ISDN Systems, 29(8-13):1157-1166, 1997.
8. J. Cho, S. Roy, and R. E. Adams. Page quality: In search of an unbiased web ranking. In SIGMOD '05: Proceedings of the 2005 ACM SIGMOD International Conference on Management of Data, pages 551-562, New York, NY, USA, 2005. ACM.
9. F. Diaz and R. Jones. Using temporal profiles of queries for precision prediction. In SIGIR '04: Proceedings of the 27th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, pages 18-24, New York, NY, USA, 2004. ACM.
10. D. Fetterly, M. Manasse, M. Najork, and J. Wiener. A large-scale study of the evolution of web pages. In WWW '03: Proceedings of the 12th International Conference on World Wide Web, pages 669-678, New York, NY, USA, 2003. ACM.
11. M. Herscovici, R. Lempel, and S. Yogev. Efficient indexing of versioned document sequences. Lecture Notes in Computer Science, 4425:76-87, 2007.
12. K. Järvelin and J. Kekäläinen. Cumulated gain-based evaluation of ir techniques. ACM Transactions on Information Systems (TOIS), 20(4):422-446, 2002.
13. A. Jatowt, Y. Kawai, and K. Tanaka. Visualizing historical content of web pages. In WWW '08: Proceeding of the 17th International Conference on World Wide Web, pages 1221-1222, New York, NY, USA, 2008. ACM.
14. R. Jones and F. Diaz. Temporal profiles of queries. ACM Transactions on Information Systems (TOIS), 25(3):14, 2007.
15. U. Lee, Z. Liu, and J. Cho. Automatic identification of user goals in web search. In WWW '05: Proceedings of the 14th International Conference on World Wide Web, pages 391-400, New York, NY, USA, 2005. ACM.
16. X. Li and W. B. Croft. Time-based language models. In CIKM '03: Proceedings of the Twelfth International Conference on Information and Knowledge Management, pages 469-475, New York, NY, USA, 2003. ACM.
17. A. Ntoulas, J. Cho, and C. Olston. What's new on the web?: The evolution of the web from a search engine perspective. In WWW '04: Proceedings of the 13th International Conference on World Wide Web, pages 1-12, New York, NY, USA, 2004. ACM.
18. P. Ogilvie and J. Callan. Combining document representations for known-item search. In SIGIR '03: Proceedings of the 26th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, pages 143-150, New York, NY, USA, 2003. ACM.
19. C. Olston and S. Pandey. Recrawl scheduling based on information longevity. In WWW '08: Proceeding of the 17th International Conference on World Wide Web, pages 437-446, New York, NY, USA, 2008. ACM.
20. C. Zhai and J. Lafferty. A study of smoothing methods for language models applied to information retrieval. ACM Transactions on Information Systems (TOIS), 22(2):179-214, 2004.
21. R. Zhang, Y. Chang, Z. Zheng, D. Metzler, and J.-y. Nie. Search result re-ranking by feedback control adjustment for time-sensitive query. In NAACL '09: Proceedings of the 2009 Conference of the North American Chapter of the Association for Computational Linguistics, Companion Volume: Short Papers, pages 165-168, Morristown, NJ, USA, 2009. Association for Computational Linguistics.