Mining web logs to improve hit ratios of prefetching and caching.
Yin-Fu HuangJhao-Min HsuPublished in: Knowl. Based Syst. (2008)
Keyphrases
- prefetching
- web logs
- access patterns
- response time
- access latency
- web log data
- web caching
- hit rate
- web access
- cache replacement
- web documents
- sequential pattern mining
- caching scheme
- user perceived latency
- usage patterns
- web usage mining
- hit ratio
- web prefetching
- traversal patterns
- user access patterns
- web objects
- web access logs
- user access
- replacement policy
- database systems
- machine learning
- data management
- information retrieval systems