Recommendation from access logs with ensemble learning.
Takashi AyakiHidekazu YanagimotoMichifumi YoshiokaPublished in: Artif. Life Robotics (2017)
Keyphrases
- ensemble learning
- access logs
- access patterns
- ensemble methods
- generalization ability
- search engine
- website
- collaborative filtering
- web users
- recommender systems
- usage patterns
- query recommendation
- recommendation systems
- web server
- random forest
- browsing behavior
- web usage mining
- feature selection
- prefetching
- web pages
- data sets
- prediction accuracy
- benchmark datasets
- unlabeled data
- pairwise
- information retrieval