Similarity-based Fuzzy clustering for user profiling

Proceedings - 2007 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Workshops, WI-IAT Workshops 2007

Volumn , Issue , 2007, Pages 75-78

  Castellano, Giovanna ^a   Fanelli, A Maria ^a   Menear, Corrado ^a   Torsello, M Alessandra ^a  

^a UNIVERSITY OF BARI   (Italy)

Author keywords

[No Author keywords available]

Indexed keywords

CHLORINE COMPOUNDS; CLUSTER ANALYSIS; CLUSTERING ALGORITHMS; EXTRACTION; FLOW OF SOLIDS; FUZZY SETS; FUZZY SYSTEMS; INFORMATION THEORY; INTELLIGENT AGENTS; SET THEORY; TECHNOLOGY; WEBSITES; WORLD WIDE WEB;

CLUSTERING PROCESSES; COSINE MEASURE; EUCLIDEAN DISTANCE; EUCLIDEAN SPACES; FUZZY CLUSTERING ALGORITHMS; INTELLIGENT AGENT TECHNOLOGY; INTERNATIONAL CONFERENCES; LOG FILES; SEMANTIC INFORMATION; SIMILARITY MEASURING; USAGE DATA; USER INTERESTS; USER PREFERENCES; USER PROFILING; WEB INTELLIGENCE; WEB PERSONALIZATION; WEB SITE; WEB USAGE; WEB USERS;

FUZZY CLUSTERING;

EID: 48149087973     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/WIIATW.2007.4427543     Document Type: Conference Paper

References (11)

1. O. Nasraoui, "World Wide Web Personalization", in J. Wang (ed), Encyclopedia of Data Mining and Data Warehousing, Idea Group, 2005.
2. B. Mobasher, "Web Usage Mining and Personalization", In Practical Handbook of Internet Computing Munindar P. Singh (ed.), CRC Press, 2005.
3. A. Vakali, J. Pokorný, T. Dalamagas. "An Overview of Web Data Clustering Practices", EDBT Workshops, 2004.
4. A. Joshi, and R. Krishnapuram, "Robust Fuzzy Clustering Methods to Support Web Mining", Proc. Workshop in Data Mining and knowledge Discovery, SIGMOD, 1998, pp. 151-158.
5. B.S. Suryavanshi, N. Shiri, S.P. Mudur, "An efficient technique for mining usage profiles using Relational Fuzzy Subtractive Clustering." In Proc. of WIRI, Tokyo, 2005.
6. G. Castellano, AM. Fanelli, A. M. Torsello "Web user profiling using relational fuzzy clustering." In Proc. of 12th International Conference on Fuzzy Theory and Technology (FTT 2007), Salt Lake City, Utah, USA, July 15-22, 2007.
7. S. Santini, R. Jain, "Similarity Measures", IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 21, no. 9, September 1999.
8. G. Castellano, A.M. Fanelli, A. M., Torsello, "LODAP: a LOg DAta Preprocessor for mining Web browsing patterns," Proc. of the 6th WSEAS Int. Conf. on Artificial Intelligence, Knowledge Engineering and Data Base (AIKED 2007), pp. 12-17, Corfu, Greece, 2007.
9. O. Nasraoui and H. Frigui, "Extracting Web user profiles using relational competitive fuzzy clustering," Int. Journal on Artificial Intelligence Tools, 9(4):509-526, 2000.
10. M. Halkidi, Y. Batistakis, M. Vazirgiannis, "Cluster Validity Methods:Part II", in SIGMOD Record, 2002.
11. X. L. Xie, G. Beni. "A Validity measure for Fuzzy Clustering", IEEE Transactions on Pattern Analysis and machine Intelligence, 13(4), 1991.