PRINCIPAL CLUSTERS ANALYSIS: ANALYZING WEB NAVIGATION USING A MULTIVARIATE APPROACH

Proceedings of the International Conference on Information Systems, ICIS 2002

Volumn , Issue , 2002, Pages 757-762

  Wu, Harris ^a   Gordon, Michael ^a   Demaagd, Kurt ^a   Fan, Weiguo ^b   Wu, Huijiang ^c  

^a UNIVERSITY OF MICHIGAN   (United States)

^b VIRGINIA POLYTECHNIC INSTITUTE AND STATE UNIVERSITY   (United States)

^c NORTHEASTERN UNIVERSITY   (China)

Author keywords

information overload; knowledge transfer; navigation analysis; Principal clusters analysis; trend analysis; Web community

Indexed keywords

AIR NAVIGATION; KNOWLEDGE MANAGEMENT;

INFORMATION OVERLOADS; KNOWLEDGE TRANSFER; MULTIVARIATE APPROACH; NAVIGATION ANALYSE; PRINCIPAL CLUSTER ANALYSE; STATISTICAL APPROACH; TREND ANALYSIS; USER NAVIGATION; WEB COMMUNITY; WEB NAVIGATION;

CLUSTER ANALYSIS;

EID: 84975463630     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (5)

1. Castelli, V., Thomasian, A., and Li, C. S. “CSVD: Clustering and Singular Value Decomposition for Approximate Similarity Searches in High Dimensional Spaces,” IBM Research Report RC 21755, 2000 (available online at http://www.research.ibm.com/people/v/vittorio/techrep.html).
2. Jobson, J. D. Applied Multivariate Data Analysis, Volume II. Berlin: Springer-Verlag, 1992.
3. Kleinberg, J. M. “Authoritative Sources in a Hyperlinked Environment,” Journal of the ACM (46:5) 1999, 604-632.
4. Mirkin, B. “Method of Principal Cluster Analysis,” Automation and Remote Control (48), 1987, pp. 1379-1388.
5. Tauscher, L., and Greenberg, S. “Revisitation Patterns in World Wide Web Navigation,” in S. Pemberton (ed.), Proceedings of the Conference on Human Factors in Computing Systems (ACM SIGCHI ’97). New York: ACM/Addison-Wesley, March 1997.