Combined mining of Web server logs and web contents for classifying user navigation patterns and predicting users' future requests.
Haibin LiuVlado KeseljPublished in: Data Knowl. Eng. (2007)
Keyphrases
- web server logs
- user navigation
- website
- web content
- web users
- web server
- web usage mining
- access patterns
- web logs
- log files
- web pages
- web usage
- log data
- user sessions
- web data
- web objects
- pattern mining
- user access
- prefetching
- data mining techniques
- web mining
- web browsing
- usage data
- user interaction
- frequent patterns
- web search engines
- end users
- information retrieval
- search engine
- pattern discovery
- user interface
- machine learning
- sequential patterns
- mobile agents
- itemsets
- response time
- web search