A personalized recommender system based on web usage mining and decision tree induction.
Yoon Ho ChoJae Kyeong KimSoung Hie KimPublished in: Expert Syst. Appl. (2002)
Keyphrases
- decision tree induction
- web usage mining
- recommender systems
- web personalization
- user profiles
- web mining
- personalized recommendation
- decision trees
- user profiling
- information filtering
- website
- web users
- data mining methods
- user model
- usage data
- collaborative filtering
- data mining techniques
- web data
- web logs
- user behavior
- web access logs
- user interests
- web server
- user preferences
- log files
- data mining
- pattern discovery
- web content
- cross validation
- business applications
- web pages
- prefetching
- induction algorithms
- web search engines
- data mining algorithms
- association rules
- data structure
- machine learning
- search queries
- real world