Clustering web sessions by levels of page similarity

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 3918 LNAI, Issue , 2006, Pages 346-350

  Nichele, Caren Moraes ^a   Becker, Karin ^a  

^a PONTIFICAL CATHOLIC UNIVERSITY OF RIO GRANDE DO SUL   (Brazil)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATION THEORY; COMPUTER SCIENCE; SEMANTICS; WORLD WIDE WEB;

SESSION SIMILARITY; TAXONOMY-BASED CLUSTERING;

INFORMATION RETRIEVAL;

EID: 33745797991     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11731139_40     Document Type: Conference Paper

References (9)

1. Banerjee, A., Ghosh, J.: Clickstream Clustering Using Weighted Longest Common Subsequences. In Proceedings of the Web Mining Workshop at the 1st SIAM Conference on Data Mining, Chicago (2001).
2. Cooley, R.; Mobasher, B., Srivastava, J.: Data Preparation for Mining Word Wide Web Browsing Patterns. Knowledge and Information Systems (1999).
3. Fu, Y.; Sandhu, K.; Shih, M.: A Generalization-Based Approach to Clustering of Web Usage Sessions. In Masand and Spiliopoulou (Eds), Web Usage Analysis and User Profiling, Lecture Notes in Artificial Intelligence (2000), v.1836, 21-38.
4. Ganesan, P.; Garcia-Molina, H.; Widom, J.: Exploiting Hierarchical Domain Structure to Compute Similarity. ACM TOIS (2003), v.21, n.1, 64-93.
5. Gündüz, S.; Özsu, M. T.: A Web page prediction model based on click-stream tree representation of user behavior. In Proceedings of the 9th ACM (SIGKDD) (2003) 535-540.
6. Marquardt, C., Becker, K.; Ruiz, D.: A Pre-processing Tool for Web Usage Mining in the Distance Education Domain. In Proceedings of the 8th IDEAS, Coimbra, (2004) 78-87.
7. Mobasher, B.: Web Usage Mining and Personalization. Draft Chapter in Practical Handbook of Internet Computing, Munindar P. Singh (ed.), CRC Press (2004).
8. Stume, G.; Berendt, B.; Hotho, A.: Usage Mining for and on the Semantic Web. In Proceedings of NSF Workshop, Baltimore (2002) 77-86.
9. Wang, W.; Zaiane, O. Z.: Clustering Web Sessions by Sequence Alignment. International Workshop on DEXA (2002) 394-398.