Clustering of Web Users: K-Means vs. Fuzzy C-Means.
Pawan LingrasRui YanAdish JainPublished in: IICAI (2003)
Keyphrases
- k means
- fuzzy c means
- web users
- clustering algorithm
- clustering method
- fuzzy clustering algorithm
- web mining
- fcm algorithm
- website
- cluster analysis
- cluster centers
- fuzzy clustering
- web server
- data clustering
- web usage data
- spectral clustering
- unsupervised clustering
- cluster validity
- web pages
- hard c means
- search queries
- web content
- hierarchical clustering
- fuzzy clustering algorithms
- clustering approaches
- possibilistic c means
- document clustering
- self organizing maps
- user interaction
- possibilistic clustering
- clustering quality
- data sets
- cluster validity index
- query logs
- expectation maximization
- clustering result
- hierarchical clustering algorithm
- web search
- end users
- image segmentation