Recommendations meet web browsing: enhancing collaborative filtering using internet browsing logs.
Royi RonenElad Yom-TovGal LaveePublished in: ICDE (2016)
Keyphrases
- web browsing
- collaborative filtering
- recommender systems
- browsing experience
- log data
- user preferences
- user behavior
- making recommendations
- recommendation quality
- web pages
- web search
- cold start problem
- collaborative filtering algorithms
- cold start
- recommendation systems
- user browsing
- web content
- data sparsity
- recommendation algorithms
- hybrid recommendation
- personalized recommendation
- instant messaging
- user ratings
- content based filtering
- browsing behavior
- demographic information
- web users
- information overload
- data mining
- tv programs
- query logs
- social network analysis