Implicit Link Analysis for Small Web Search

SIGIR Forum (ACM Special Interest Group on Information Retrieval)

Volumn , Issue SPEC. ISS., 2003, Pages 56-63

  Xue, Gui Rong ^a   Zeng, Hua Jun ^b   Chen, Zheng ^b   Ma, Wei Ying ^b   Zhang, Hong Jiang ^b   Lu, Chao Jun ^a  

^a SHANGHAI JIAO TONG UNIVERSITY   (China)

^b MICROSOFT RESEARCH ASIA   (China)

Author keywords

Information retrieval; Link analysis; Log mining; Web search

Indexed keywords

ALGORITHMS; COMPUTER GRAPHICS; DATA MINING; DATA REDUCTION; DATA STORAGE EQUIPMENT; DATABASE SYSTEMS; INFORMATION RETRIEVAL; INTRANETS; LEARNING SYSTEMS; SEARCH ENGINES;

LINK ANALYSIS; LOG MINING; WEB SEARCH;

WORLD WIDE WEB;

EID: 1542317694     PISSN: 01635840     EISSN: None     Source Type: Journal    
DOI: 10.1145/860435.860448     Document Type: Conference Paper

References (32)

1. Agrawal R. and Srikant R. Mining sequential patterns. In Proc. of ICDE'95, 3-14, Taiwan, March 1995.
2. AltaVista, http://www.altavista.com.
3. Baeza-Yates R. and Ribeiro-Neto B. Modern Information Retrieval. Addison-Wesley, 1999.
4. Berkhin P., Becher J. D. and Randall D. J. Interactive path analysis of web site traffic. In Proc. of the 7th SIGKDD, 414-419, San Francisco, California, 2001.
5. Borodin A., Roberts G. O., Rosenthal J. S., and Tsaparas P. Finding authorities and hubs from link structures on the World Wide Web. In Proc. of WWW10, 415-429, Hong Kong, May 2001.
6. Brin S. and Page L. The anatomy of a large-scale hypertextual web search engine. In Proc. of WWW7, 107-117, Brisbane, Australia, April 1998.
7. Broder A., Kumar R., Maghoul F., Raghavan P., Rajagopalan S., Stata R., Tomkins A., and Wiener J. Graph structure in the Web. In Proc. of WWW9, 309-320, Amsterdam, May 2000.
8. Chakrabarti S., Dom B. E., Gibson D., Kleinberg J., Kunar R., Raghavan P., Rajagopalan S., and Tomkins A. Mining the link structure of the World Wide Web, IEEE Computer, 32(8):60-67, August 1999.
9. Chen M., Hearst M., Hong J. and Lin J. Cha-Cha: a system for organizing intranet search results. In Proceedings of the 2nd USITS, Boulder, CO, October 1999.
10. Cooley R., Mobasher B. and Srivastava J. Data preparation for mining World Wide Web browsing patterns. Knowledge and Information Systems, 1(1):5-32, 1999.
11. Cooley R., Tan P.-N. and Srivastava J. Discovery of interesting usage patterns from web data. In Proc. of WEBKDD'99, 163-182, August 1999.
12. Craswell N., Hawking D., and Robertson S. Effective site finding using link anchor information. In Proc. of SIGIR'01, 250-257, September 2001.
13. DirectHit. http://www.directhit.com.
14. Google. http://www.google.com.
15. Hagen P., Manning H. and Paul Y. Must search stink? The Forrester report, Forrester, June 2000.
16. Hawking D., Voorhees E., Bailey P. and Craswell N. Overview of TREC-8 web track. In Proc. of TREC-8, 131-150, Gaithersburg MD, November 1999.
17. Hearst M. Next generation web search: setting our sites. IEEE Data Engineering Bulletin, 23(3):38-48, September 2000.
18. Henzinger M. R. Link analysis in web information retrieval. IEEE Data Engineering Bulletin, 23(3):3-8, September 2000.
19. Kessler M. M. Bibliographic coupling between scientific papers. American Documentation, 14(1):10-25, 1963.
20. Kleinberg J. M. Authoritative sources in a hyperlinked environment. Journal of the ACM, 46(5):604-632, 1999.
21. Kleinberg J. M., Kumar R., Raghavan P., Rajagopalan S. and Tomkins A. S. The Web as a graph: measurements, models, and methods. In Proc. of COCOON'99, 26-28, Tokyo, 1999.
22. Levene M. and Loizou G. Web interaction and the navigation problem in hypertext. Encyclopedia of Microcomputers, 28(7):381-398, Marcel Dekker, NY, 2001.
23. Levene M. and Wheeldon R. A web site navigation engine. In Proc. of WWW10, Hong Kong, May 2001.
24. Mannila H., Toivonen H., and Verkamo A. I. Discovery of frequent episodes in event sequences. Data Mining and Knowledge Discovery, 1(3):259-289, November 1997.
25. Miller J. C., Rae G. and Schaefer F. Modifications of Kleinberg's HITS algorithm using matrix exponentiation and web log records. In Proc. of SIGIR'01, 444-445, New Orleans, September 2001.
26. Nakayama T., Kato H. and Yamane Y. Discovering the gap between web site designers' expectations and users' behavior. In Proc. of WWW9, Amsterdam, May 2000.
27. Page L., Brin S., Motwani R. and Winograd T. The PageRank citation ranking: bringing order to the Web. Technical report, Stanford University Database Group, 1998.
28. Pei J., Han J., Mortazavi-asl B., and Zhu H. Mining access patterns efficiently from web logs. In Proc. of PAKDD'00, 396-407, Kyoto, April 2000.
29. Raghavan P. Social networks: from the Web to the enterprise. IEEE Internet Computing, 6(1):91-94, Feburary 2002.
30. Robertson S. E., Walker S., Beaulieu M. M., and Gatford M., Payne A. 1995. Okapi at TREC-4. In Proc. of TREC-4, 73-96, NIST Special Publication 500-236, October 1996.
31. Srikant R. and Yang Y. Mining web logs to improve website organization. In Proc. of WWW10, Hong Kong, May 2001.
32. Yang Q., Zhang H. H. and Li T. Mining web logs for prediction models in WWW caching and prefetching. In Proc. of KDD'01, 473-478, August 2001.