Visualization of navigation patterns on a Web site using model-based clustering

Proceeding of the Sixth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining

Volumn , Issue , 2000, Pages 280-284

  Cadez, Igor ^a   Heckerman, David ^a   Meek, Christopher ^a   Smyth, Padhraic ^b   White, Steven ^a  

^a MICROSOFT RESEARCH   (United States)

^b UNIVERSITY OF CALIFORNIA   (United States)

Author keywords

Data visualization; Internet; Model based clustering; Sequence clustering; Web

Indexed keywords

ALGORITHMS; MARKOV PROCESSES; MATHEMATICAL MODELS; NAVIGATION; PATTERN RECOGNITION;

MODEL-BASED CLUSTERING;

WEBSITES;

EID: 0034593106     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/347090.347151     Document Type: Conference Paper

References (3)

1. I. Cadez, D. Heckerman, C. Meek, P. Smyth, and S. White. Visualization of navigation patterns on a web site using model based clustering. Technical Report MSR-TR-00-18, Microsoft Research, Redmond, WA, 2000.
2. A. Dempster, N. Laird, and D. Rubin. Maximum likelihood from incomplete data via the EM algorithm. Journal of the Royal Statistical Society, B 39:1-38, 1977.
3. B. Huberman, P. Pirolli, J. Pitkow, and R. Lukose. Strong regularities in World Wide Web surfing. Science, 280:95-97, 1997.