A matrix approach for hierarchical web page clustering based in hyperlinks

WISE 2002 - Proceedings of the 3rd International Conference on Web Information Systems Engineering Workshops

Volumn , Issue , 2002, Pages 207-216

  Hou, Jingyu ^a   Zhang, Yanchun ^a  

^a UNIVERSITY OF SOUTHERN QUEENSLAND   (Australia)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; DATA MINING; HYPERTEXT SYSTEMS; INFORMATION SYSTEMS; MATRIX ALGEBRA; SYSTEMS ENGINEERING; TECHNICAL PRESENTATIONS; WEBSITES; WORLD WIDE WEB;

HYPERLINKS; MATRIX APPROACH; PRIMARY EVALUATION; SIMILARITY THRESHOLD; WEB APPLICATION; WEB PAGE CLUSTERING;

CLUSTERING ALGORITHMS;

EID: 84967121181     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/WISEW.2002.1177864     Document Type: Conference Paper

References (32)

1. th International World Wide Web Conference, 1998, pp 469-477.
2. st International ACM Conference of Research and Development in Information Retrieval (SIGIR98), 1998, pp 104-111.
3. R. Baeza-Yates and B. Ribeiro-Neto, Modern Information Retrieval, Addison Wesley, ACM Press, 1999.
4. th Annual International SIGIR'93, Pittsburgh, PA June 1993.
5. R.A. Botafogo, E. Rivlin, and B. Shneiderman, "Structural Analysis of Hypertexts: Identifying Hierarchies and Useful Metrics", ACM Transactions on Information Systems, Vol 10, No 2, April 1992, pp 142-180.
6. R.A. Botafogo and B. Shneiderman, "Identifying Aggregates in Hypertext Structures", Proceedings of Hypertext'91, December 1991, pp 63-74.
7. th International World Wide Web Conference, Brisbane, Australia, April 1998.
8. S. Brin and L. Page, "The PageRank Citation Ranking: Bringing Order to the Web", http://wwwdb.stanford.edu/~backrub/pageranksub.ps, January 1998.
9. th International world Wide Web Conference, 1997.
10. th International World Wide Web Conference, 1998, pp 65-74.
11. S. Chakrabarti, B. Dom and P. Indyk, "Enhanced Hypertext Categorization Using Hyperlinks", Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD'98), Seattle, USA, 1998, pp 307-318.
12. th International World Wide Web Conference, 1999, pp 389-401.
13. R.J. Dubes and A.K. Jain, Algorithms for Clustering Data, Prentice Hall, 1988.
14. J. Hou and Y. Zhang, "Constructing Good Quality Web Page Communities", Proceedings of the 13th Australasian Database Conferences (ADC2002), Melbourne, Australia, 28 January - 1 February 2002, pp 65-74.
15. J. Hou and Y. Zhang, "Effectively Finding Relevant Web Pages from Linkage Information", IEEE Journal of Transactions on Knowledge & Data Engineering (to appear).
16. J. Hou, Y. Zhang, J. Cao, W. Lai and D. Ross, "Visual Support for Text Information Retrieval Based on Linear Algebra", Journal of Applied Systems Studies, Cambridge International Science Publishing, Vol.3, No.2, 2002.
17. J. Hou, Y. Zhang, J. Cao and W. Lai, "Visual Support for Text Information Retrieval Based on Matrix's Singular Value Decomposition", Proceedings of the 1st International Conference on Web Information Systems Engineering (WISE'00), Vol. 1 (Main Program), Hong Kong, China, 19-21 June, 2000, pp 333-340.
18. H. Jiang, W. Lou and W. Wang, Three-tier Clustering: an Online Citation Clustering System, Proceedings of the Second international Conference on Web-Age Information Management (WAIM2001), Xi'An, China, 9-11 July, 2001, pp 237-248.
19. th ACM-SIAM Symposium on Discrete Algorithms (SODA), January 1998.
20. th International Word Wide Web Conference, 1997.
21. W.T. McCormick, P.J. Schweitzer and T.W. White, "Problem Decomposition and Data Reorganization by a Clustering Technique", Operation Research, 20(5), 1972, pp 993-1009.
22. th ACM Conference on Hypertext (Hypertext97), 1997, pp 187-196.
23. M.T. Özsu and P. Valduriez, Principle of Distributed Database Systems, Prentice-Hall, Inc., Englewood Cliffs, New Jersey, USA, 1991.
24. P. Pirolli, J. Pitkow and R. Rao, "Silk from a Sow's Ear: Extracting Usable Structures from the Web", Proceedings of ACM SIGCHI Conference on Human Factors in Computing, 1996.
25. J. Pitkow and P. Pirolli, "Life, Death, and Lawfulness on the Electronic Frontier", Proceedings of ACM CHI'97, Atlanta, USA, 1997, pp 383-390.
26. L. Terveen and W. Hill, "Finding and Visualizing Inter-site Clan Graphs", Proceedings of the Conference on Human Factors in Computing Systems (CHI-98): Making the Impossible Possible, Los Angeles, USA, 1998, pp 448-455.
27. L.Wang, "On Competitive Learning", IEEE Transaction on Neural Networks, Vol.8, No.5, September 1997. pp 1214-1217.
28. Y. Wang and M. Kitsuregawa, "Use Link-based Clustering to Improve Web Search Results", Proceedings of the Second International Conference on Web Information Systems Engineering (WISE 2001), Kyoto, Japan, 3-6 December, 2001, pp 119-128.
29. R. Weiss, B. Vélez, M.A. Sheldon, C. Namprempre, P. Szilagyi, A. Duda and D.K. Gifford, "HyPursuit: A Hierarchical Network Search Engine that Exploits Content-Link Hypertext Clustering", Proceedings of the Seventh ACM Conference on Hypertext, 1996, pp 180-193.
30. C.W. Wen, H. Liu, W.X. Wen and J. Zheng, "A Distributed Hierarchical Clustering System for Web Mining", Proceedings of the Second international Conference on Web-Age Information Management (WAIM2001), Xi'An, China, 9-11 July, 2001, pp 103-113.
31. th Australasian Database Conference (ADC2001), Gold Coast, Australia, January 2001, pp 107-114.
32. O. Zamir and O. Etzioni, "Web Document Clustering: A Feasibility Demonstration", Proceedings of ACM SIGIR'98, Melbourne, Australia, 1998, pp 46-54.