Warehousing and mining web logs

Proceedings of the Interntational Workshop on Web Information and Data Management WIDM

Volumn Part F129160, Issue , 1999, Pages 63-68

  Joshi, Karuna P ^a   Joshi, Anupam ^a   Yesha, Yelena ^a   Krishnapuram, Raghu ^b  

^a UNIVERSITY OF MARYLAND BALTIMORE COUNTY   (United States)

^b Department of Geology and Geological Engineering   (United States)

Author keywords

Ad hoc analysis; Clustering; User interface; Web logs; Web Mining

Indexed keywords

INFORMATION MANAGEMENT; USER INTERFACES; WAREHOUSES; WEBSITES;

AD HOC ANALYSIS; ADAPTIVE WEB SITES; CLUSTERING; DATA GRANULARITY; DESIGN CRITERIA; HIDDEN PATTERNS; WEB MINING; WEBLOGS;

BLOGS;

EID: 84983133361     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/319759.319792     Document Type: Conference Paper

References (17)

1. O.R. Zaiane, M. Xin, J. Han, "Discovering Web Access Patterns and Trends by Applying OLAP and Data Mining Technology on Web Logs'', Proc. Advances in Digital Libraries Conf. (ADL'98), Santa Barbara, CA, April 1998, pp. 19-29.
2. A. Joshi, and R. Krishnapuram, "Robust Fuzzy Clustering Methods to Support Web Mining", in Proc. Workshop in Data Mining and knowledge Discovery, SIGMOD 1998.
3. M. Perkowitz and O. Etzioni, "Towards Adaptive Web Sites: Conceptual Framework and Case Study", to appear in Proceedings of WWW8, 1999.
4. C. Shahabi, A.M. Zarkesh, J. Abidi and V. Shah, "Knowledge Discovery from Users Web-page Navigation", Proc. Seventh IEEE Intl. Workshop on Research Issues in Data Engineering (RIDE), '97, pp. 20-29.
5. O. Nasraoui, H. Frigui, A. Joshi, and R. Krishnapuram, "Mining Web Access Logs Using Relational Competitive Fuzzy Clustering", to be presented at the Eight International Fuzzy Systems Association World Congress-IFSA 99, August 99
6. O. Nasraoui, R. Krishnapuram and A. Joshi, "Mining Web Access Logs Using a Fuzzy Relational Clustering Algorithm based on a Robust Estimator", (poster) at WWW8, August 1999
7. L. Yi, R. Krishnapuram and A. Joshi, "A Fuzzy Relative of the k-Medoids Algorithm with Application to Document and Snippet Clustering", IEEE Int'l Conference-Fuzzy Systems, 1999
8. R. Cooley, B. Mobasher, and J. Srivastava, "Web Mining: information and pattern discovery on the World Wide Web", in ICTAI'97, Dec, 1997
9. Agrawal, R. Srikant: "Fast Algorithms for Mining Association Rules'', Proc. of the 20th Int'l Conference on Very Large Databases, Santiago, Chile, Sept. 1994.
10. A Listing of Access Log Analyzers, http://www.uu.se/Software/Analyzers/Accessanalyzers. html
11. 'Follow: A session based Log analyzing tool' , http://www.pobox.com/~mnot/follow/
12. SGI-MineSet 'http://www.sgi.com/software/mineset/
13. B. Lent, R. Agrawal, R. Srikant, "Discovering Trends in Text Databases", Proc. of the 3rd Int'l Conference on Knowledge Discovery in Databases and Data Mining, Newport Beach, California, August 1997.
14. Helena Ahonen, Oskari Heinonen, Mika Klemettinen, and Inkeri Verkamo. "Mining in the Phrasal Frontier", 1st European Symposium on Principles of Data Mining and Knowledge Discovery (PKDD'97), Norway, June 1997.
15. Amir Zarkesh, Jafar Adibi, Cyrus Shahabi, Reza Sadri, Vishal Shah, "Analysis and Design of Server Informative WWW-sites", in Proceedings of the ACM CIKM'97
16. M.S. Chen, J.-S. Park and P. S. Yu, "Efficient Data Mining for Path Traversal Patterns, '' IEEE Trans. on Knowledge and Data Engineering, Vol. 10, No. 2, pp. 209-221, April 1998.
17. "SpeedTracer: A Web usage mining and analysis tool", IBM Systems Journal, Vol 37, No. 1-Internet Computing , 1998 .