Improving collaborative filtering recommendations by estimating user preferences from clickstream data.
Jiro IwanagaNaoki NishimuraNoriyoshi SukegawaYuichi TakanoPublished in: Electron. Commer. Res. Appl. (2019)
Keyphrases
- user preferences
- collaborative filtering
- clickstream data
- recommender systems
- making recommendations
- collaborative filtering algorithms
- recommendation systems
- user behavior
- matrix factorization
- content based filtering
- personalized recommendation
- user feedback
- user centric
- user profiles
- browsing behavior
- recommendation algorithms
- website
- collaborative recommendation
- user specific
- cold start
- information filtering
- demographic information
- user interests
- user ratings
- data sparsity
- web search