Treatment Effect Estimation for User Interest Exploration on Recommender Systems.
Jiaju ChenWenjie WangChongming GaoPeng WuJianxiong WeiQingsong HuaPublished in: SIGIR (2024)
Keyphrases
- user interests
- recommender systems
- user profiles
- collaborative filtering
- user profiling
- personalized recommendation
- user model
- user preferences
- user modeling
- matrix factorization
- information filtering
- web personalization
- user generated
- information overload
- implicit feedback
- accurate estimation
- user behavior
- recommendation quality
- trust aware
- recommendation systems
- cold start
- cold start problem
- neural network
- estimation algorithm
- density estimation
- estimation process
- user intent
- parameter estimation