Usage guided clustering of web pages with the median self organizing map

ESANN 2005 Proceedings - 13th European Symposium on Artificial Neural Networks

Volumn , Issue , 2007, Pages 351-356

  Rossi, Fabrice ^a   El Golli, Aïcha ^a   Lechevallier, Yves ^a  

^a INRIA ROCQUENCOURT   (France)

Author keywords

[No Author keywords available]

Indexed keywords

SELF-ORGANIZATION MAPS; SEMANTIC INFORMATION; USAGE DATA; WEB USAGE MINING;

DATA VISUALIZATION; SELF ORGANIZING MAPS;

WEBSITES;

EID: 84886996569     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (11)

1. Jaideep Srivastava, Robert Cooley, Mukund Deshpande, and Pang-Ning Tan. Web usage mining: Discovery and applications of usage patterns from web data. SIGKDD Explorations, 1(2):12-23, 2000.
2. D. Tanasa and B. Trousse. Advanced data preprocessing for intersites web usage mining. IEEE Intelligent Systems, 19(2):59-65, March-April 2004.
3. Bamshad Mobasher, Robert Cooley, and Jaideep Srivastava. Automatic personalization based on web usage mining. Communication of ACM, 43(8):142-151, August 2000.
4. T. Berners-Lee, R. Fielding, and L. Masinter. Uniform Resource Identifiers (URI): Generic Syntax. RFC 2396, The Internet Society, August 1998. http://www.ietf.org/rfc/ rfc2396.txt.
5. Yongjian Fu, Kanwalpreet Sandhu, and Ming-Yi Shih. A generalization-based approach to clustering of web usage sessions. In Masand and Spiliopoulou, editors, Web Usage Analysis and User Profiling, volume 1836 of Lecture Notes in Artificial Intelligence, pages 21-38. Springer, 2000.
6. Bamshad Mobasher, Honghua Dai, Tao Luo, and Miki Nakagawa. Discovery and evaluation of aggregate usage profiles for web personalization. Data Mining and Knowledge Discovery, 6(1):61-82, January 2002.
7. Andrew Foss, Weinan Wang, and Osmar R. Zaïane. A non-parametric approach to web log analysis. In Proc. of Workshop on Web Mining in First International SIAM Conference on Data Mining (SDM2001), pages 41-50, Chicago, IL, April 2001.
8. J.C. Gower and P. Legendre. Metric and euclidean properties of dissimilarity coefficients. Journal of Classification, 3:5-48, 1986.
9. Teuvo Kohonen. Self-Organizing Maps. Springer Verlag, New York, 1997.
10. Teuvo Kohonen and Panu J. Somervuo. Self-organizing maps of symbol strings. Neurocomputing, 21:19-30, 1998.
11. Äicha El Golli, Brieuc Conan-Guez, and Fabrice Rossi. A self organizing map for dissimilarity data. In D. Banks, L. House, F. R. McMorris, P. Arabie, and W. Gaul, editors, Classification, Clustering, and Data Mining Applications (Proceedings of IFCS 2004), pages 61-68, Chicago, Illinois, July 2004. IFCS, Springer.