Treatment Effect Estimation for User Interest Exploration on Recommender Systems.
Jiaju ChenWenjie WangChongming GaoPeng WuJianxiong WeiQingsong HuaPublished in: CoRR (2024)
Keyphrases
- user interests
- recommender systems
- user profiles
- collaborative filtering
- user profiling
- personalized recommendation
- user preferences
- user model
- user modeling
- web personalization
- matrix factorization
- information filtering
- user generated
- information overload
- cold start
- accurate estimation
- data sparsity
- information retrieval
- cold start problem
- trust aware
- neural network
- estimation algorithm
- implicit feedback
- user feedback
- user behavior
- robust estimation
- user generated content
- recommendation systems
- estimation error
- web content
- general purpose