Table 3.

Main research projects and products for Web usage mining.

Use	Technology	Data source
Personalized design	Clustering, association rules, and relational Markov model	Web server
Personalized design	Clustering	Web server
Personalized design	—	Client
Personalized design	Clustering, classification	Web server
Personalized design	Clustering	Web server
Nonsexual design	Association rules and clustering	Web server
Personalized design	—	Web server
Personalized design	Clustering and sequence mode	Web server
Prefetching and buffering	Classification, association rules, and sequence patterns	Proxy server
Prefetching and buffering	Markov model	Web server
Prefetching and buffering	Sequence mode	Web server
Prefetching and buffering	Association rules	Proxy server
Prefetching and buffering	Markov model	Web server
Prefetching and buffering	Union rules	Web server
Design	Classification and sequence mode	Web server
Design	Multimedia synchronization	Web server
Design	Binary code	Web server
Design	Markov model	Web server
E-commerce	Classification, association rules, and sequence patterns	Web server
E-commerce	Clustering	Web server
E-commerce	Fuzzy logic, clustering, and genetic algorithm	Web server