Fuzzy Clustering of Web Logs for User Classification.
King-Ip LinRavikumar KondadadiPublished in: CATA (2002)
Keyphrases
- fuzzy clustering
- web logs
- web usage data
- fuzzy c means
- fuzzy clustering algorithm
- web usage mining
- fuzzy clustering algorithms
- clustering algorithm
- pattern recognition
- fuzzy c means algorithm
- website
- user interface
- fuzzy clustering method
- browsing behavior
- user interaction
- access patterns
- end users
- web access logs
- usage patterns
- databases
- web server
- navigational behavior
- prefetching
- membership functions
- user queries
- web documents
- recommender systems
- log files
- cluster analysis
- user behavior
- web personalization
- user profiles
- web search
- supervised learning
- web pages
- artificial intelligence