Freshness matters: In flowers, food, and web authority

SIGIR 2010 Proceedings - 33rd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval

Volumn , Issue , 2010, Pages 114-121

  Dai, Na ^a   Davison, Brian D ^a  

^a Lehigh University   (United States)

Author keywords

PageRank; Temporal link analysis; Web freshness; Web search engine

Indexed keywords

LINK STRUCTURE; PAGERANK; RANKING ALGORITHM; REAL-WORLD; SEARCH RESULTS; SIGNIFICANT FACTORS; TEMPORAL LINK ANALYSIS; TIME POINTS; USER ACTIVITY; WEB CORPORA; WEB FRESHNESS; WEB GRAPHS; WEB LINKS; WEB PAGE; WEB SEARCH ENGINES; WEB SURFERS;

INFORMATION RETRIEVAL; SEARCH ENGINES;

WORLD WIDE WEB;

EID: 77956024604     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1835449.1835471     Document Type: Conference Paper

References (35)

1. A. Acharya, M. Cutts, J. Dean, P. Haahr, M. Henzinger, U. Hoelzle, S. Lawrence, K. Pfleger, O. Sercinoglu, and S. Tong. Information retrieval based on historical data. US Patent 7,346,839, USPTO, Mar. 2008.
2. E. Adar, J. Teevan, S. Dumais, and J. L. Elsas. The web changes everything: understanding the dynamics of web content. In Proc. of 2nd ACM WSDM Conf., pages 282-291. Feb, 2009.
3. Amazon, Inc. Amazon mechanical turk home page, 2010. http://www.mturk. com/.
4. E. Amitay, D. Carmel, M. Herscovici, R. Lempel, and A. Soffer. Trend detection through temporal link analysis. Journal of the American Society for Information Science and Technology, 55(14):1270-1281, 2004.
5. Z. Bar-Yossef, A. Z. Broder, R. Kumar, and A. Tomkins. Sic transit gloria telae: Towards an understading of the web's decay. In Proc. of 13th Int'l World Wide Web Conference, pages 328-337. May 2004.
6. K. Berberich, S. Bedathur, M. Vazirgiannis, and G. Weikum. Buzzrank⋯ and the trend is your friend. In Proc. of 15th Int'l World Wide Web Conference, pages 937-938, May 2006.
7. K. Berberich, S. Bedathur, G. Weikum, and M. Vazirgiannis. Comparing apples and oranges: Normalized PageRank for evolving graphs. In Proc. of 16th Int'l World Wide Web Conference, pages 1145-1146, May 2007.
8. K. Berberich, M. Vazirgiannis, and G. Weikum. Time-aware authority ranking. Internet Mathematics, 2(3):301-332, 2005.
9. J. Bian, Y. Liu, D. Zhou, E. Agichtein, and H. Zha. Learning to recognize reliable users and content in social media with coupled mutual reinforcement. In Proc. of 18th Int'l World Wide Web Conference, pages 51-60, Apr. 2009.
10. S. Brin and L. Page. The anatomy of a large-scale hypertextual Web search engine. In Proc. of 7th Int'l World Wide Web Conference, pages 107-117, Apr. 1998.
11. D. Cai, X. He, J. R. Wen, and W. Y. Ma. Block-level link analysis. In Proc. of 27th Annual Int'l ACM SIGIR Conf., Sheffield, UK, July 2004.
12. D. Chakrabarti and C. Faloutsos. Graph mining: Laws, generators, and algorithms. ACM Comput. Surv., 38(1):2, 2006.
13. J. Cho, S. Roy, and R. E. Adams. Page quality: In search of an unbiased web ranking. In Proc. of ACM SIGMOD, Baltimore, MD, June 2005.
14. Y. J. Chung, M. Toyoda, and M. Kitsuregawa. A study of link farm distribution and evolution using a time series of web snapshots. In Proc. of the 5th Int'l Workshop on Adversarial Information Retrieval on the Web, pages 9-16, New York, NY, USA, 2009. ACM.
15. O. de Kretser and A. Moffat. Effective document presentation with a locality-based similarity heuristic. In Proc. of 22nd Annual Int'l ACM SIGIR Conf., pages 113-120, New York, NY, USA, 1999. ACM.
16. J. L. Elsas and S. T. Dumais. Leveraging temporal dynamics of document content in relevance ranking. In Proc. of 3nd ACM WSDM Conf., pages 1-10. Feb, 2010.
17. B. Gao, T. Y. Liu, Z. Ma, T. Wang, and H. Li. A general markov framework for page importance computation. In Proc. of 18th ACM CIKM Conf., pages 1835-1838, New York, NY, USA, 2009. ACM.
18. Google Inc. Google trends home page, 2010. http://www.google.com/trends.
19. T. Haveliwala, S. Kamvar, A. Kamvar, and G. Jeh. An analytical comparison of approaches to personalizing pagerank. Technical report, Stanford University, 2003.
20. Internet Archive. The Internet Archive. 2010. http://www.archive.org/.
21. K. Jarvelin and J. Kekalainen. IR evaluation methods for retrieving highly relevant documents. In Proc. of 23rd Annual Int'l ACM SIGIR Conf., pages 41-48, July 2000.
22. K. Kise, M. Junker, A. Dengel, and K. Matsumoto. Passage Retrieval Based on Density Distributions of Terms and Its Applications to Document Retrieval and Question Answering. In volume 2956 of LNCS, pages 306-327. Springer, Berlin/Heidelberg, 2004.
23. J. M. Kleinberg. Authoritative sources in a hyperlinked environment. In Proc. of the ACM-SIAM Symposium on Discrete Algorithms (SODA-98), pages 668-677, San Francisco, CA, Jan. 1998.
24. Y. Li and J. Tang. Expertise search in a time-varying social network. In Proc. of 9th Int'l Web-Age Information Management Conf. (WAIM 08), July 2008.
25. Y. Liu, B. Gao, T. Y. Liu, Y. Zhang, Z. Ma, S. He, and H. Li. Browserank: letting web users vote for page importance. In Proc. of 31st Annual Int'l ACM SIGIR Conf., pages 451-458, New York, NY, USA, 2008. ACM.
26. Y. Lv and C. Zhai. Positional language models for information retrieval. In Proc. of 32nd Annual Int'l ACM SIGIR Conf., pages 299-306, New York, NY, USA, 2009. ACM.
27. NIST. Text REtrieval Conference (TREC) home page, 2010. http://trec.nist.gov/.
28. D. Petkova and W. B. Croft. Proximity-based document representation for named entity retrieval. In Proc. of 16th ACM CIKM Conf., pages 731-740, New York, NY, USA, 2007. ACM.
29. S. E. Robertson. Overview of the OKAPI projects. Journal of Documentation, 53:3-7, 1997.
30. S. M. Ross. Introduction to Probability Models, Ninth Edition. Academic Press, Inc., Orlando, FL, USA, 2006.
31. G. Shen, B. Gao, T.Y. Liu, G. Feng, S. Song, and H. Li. Detecting link spam using temporal information. In Proc. of IEEE International Conference on Data Mining, pages 1049-1053, 2006.
32. B. Wu, V. Goel and B. D. Davison. Propagating Trust and Distrust to Demote Web Spam. In Proc. of WWW2006 MTW Workshop, 2006.
33. Yahoo!, Inc. Yahoo site explorer, 2010. http://siteexplorer.search.yahoo. com/.
34. L. Yang, L. Qi, Y. P. Zhao, B. Gao, and T.Y. Liu. Link analysis using time series of web graphs. In Proc. of 16th ACM CIKM Conf., pages 1011-1014, New York, NY, USA, 2007. ACM.
35. P. S. Yu, X. Li, and B. Liu. On the temporal dimension of search. In Proc. of 13rd Int'l World Wide Web Conference, pages 448-449. ACM Press, May 2004.