Using Web clustering for Web communities mining and analysis

Proceedings - 2008 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2008

Volumn , Issue , 2008, Pages 20-31

  Zhang, Yanchun ^a   Xu, Guandong ^a  

^a VICTORIA UNIVERSITY   (Australia)

Author keywords

[No Author keywords available]

Indexed keywords

WEBSITES;

ALGORITHMIC ISSUES; CO-CLUSTERING; EXPERIMENTAL STUDIES; LINKAGE INFORMATIONS; RESEARCH DIRECTIONS; RESEARCH DOMAINS; SOCIAL NETWORKS; TEXT RETRIEVALS; USER ACCESS PATTERNS; WEB CLUSTERING; WEB COMMUNITIES; WEB DATA MANAGEMENTS; WEB DATUM; WEB DOCUMENTS; WEB LOG FILES; WEB MININGS; WEB OBJECTS; WEB PAGES; WEB SEARCHES;

CLUSTER ANALYSIS;

EID: 63149104892     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/WIIAT.2008.415     Document Type: Conference Paper

References (21)

1. Zhang, Y., J.X. Yu, and J. Hou, Web Communities: Analysis and Construction. 2006, Berlin Heidelberg: Springer.
2. Kleinberg, J., Authoritative Sources in a Hyperlinked Environment. Journal of the ACM, 1999. 46(5): p. 604-632.
3. Brin, S. and L. Page. The Anatomy of a Large-Scale Hypertextual Web Search Engine. in Proceedings of the 7th International World Wide Web Conference. 1998, Brisbane, Australia.
4. Li, L., Shang Y, and Z. W. Improvement of HITS-based Algorithms on Web Documents. in Proceedings of WWW2002. 2002, Honolulu, Hawaii, USA.
5. Wang, Y. and M. Kitsuregawa. Use Link-based Clustering to Improve Web Search Results. in Proceedings of the 2nd International Conference on Web Information Systems Engineering (WISE2001). 2001, p. 119-128, Kyoto, Japan.
6. Chakrabarti, S., et al., Mining the Web's Link Structure. Computer, 1999. 32(8): p. 60-67.
7. Hou, J. and Y. Zhang, Effectively Finding Relevant Web Pages from Linkage Information. IEEE Trans. Knowl. Data Eng., 2003. 15(4): p. 940-951.
8. Borodin, A., et al. Finding Authorities and Hubs from Hyperlink Structures on the World Wide Web. in Proceedings of the 10th International World Wide Web Conference. 2001, p. 415-429, Hong Kong, China.
9. Brin, S. and L. Page, The PageRank Citation Ranking: Bringing Order to the Web (http://wwwdb.stanford.edu/~backrub/pageranksub.ps.). 1998.
10. Hou, J. and Y. Zhang. Utilizing Hyperlink Transitivity to Improve Web Page Clustering. in Proceedings of the 14th Australasian Database Conferences (ADC2003). 2003, p. 49-57, Adelaide, Australia: ACS Inc.
11. Mobasher, B., et al., Discovery and Evaluation of Aggregate Usage Profiles for Web Personalization. Dating and Applications (ADMA 2005). 2005, p. 31-42, Wuhan, china: Springer.
12. Datta, B.N., a Mining and Knowledge Discovery, 2002. 6(1): p. 61-82.
13. Perkowitz, M. and O. Etzioni. Adaptive Web Sites: Automatically Synthesizing Web Pages. in Proceedings of the 15th National Conference on Artificial Intelligence. 1998, p. 727-732, Madison, WI: AAAI.
14. Dumais, S.T. Latent semantic indexing (LSI): Trec-3 report in Proceeding of the Text REtrieval Conference (TREC-3). 1995, p. 219-230, Gaithersburg, USA.
15. Deerwester, S., et al., Indexing by latent semantic analysis. Journal American Society for information retrieval, 1990. 41(6): p. 391-407.
16. Xu, G., Y. Zhang, and X. Zhou. A Latent Usage Approach for Clustering Web Transaction and Building User Profile. in The First International Conference on Advanced Data Min Numerical Linear Algebra and Application. 1995: Brooks/Cole Publishing Company.
17. Mobasher, B., Web Usage Mining and Personalization, in Practical Handbook of Internet Computing, M.P. Singh, Editor. 2004, CRC Press. p. 15.1-37.
18. Kolda, T.G., B.W. Bader, and J.P. Kenny. Higher-Order Web Link Analysis Using Multilinear Algebra. in Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005). 2005, p. 242-249, Houston, Texas, USA: IEEE Computer Society.
19. Kolda, T. and B. Bader. The TOPHITS model for higher-order web link analysis. in Workshop on Link Analysis, Counterterrorism and Security at SDM06. 2006.
20. Kitsuregawa, M., et al. Socio-Sense: A system for analysing the societal behavior from long term Web archive. in Proceeding of APWeb 2008 conference. 2008, p. 1-8, Shenyang, China: Springer.
21. Bader, B.W., R.A. Harshman, and T.G. Kolda. Temporal Analysis of Semantic Graphs Using ASALSAN. in Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007). 2007, p. 33-42, Omaha, Nebraska, USA: IEEE Computer Society.