A Causal View for Item-level Effect of Recommendation on User Preference.
Wei CaiFuli FengQifan WangTian YangZhenguang LiuCongfu XuPublished in: WSDM (2023)
Keyphrases
- user preferences
- collaborative filtering
- recommender systems
- recommendation systems
- user behavior
- user profiles
- personalized recommendation
- making recommendations
- recommendation algorithms
- preference model
- collaborative recommendation
- user specific
- cold start
- user behaviour
- decision making
- cold start problem
- causal effects
- web search
- user ratings
- bayesian networks