Towards Reliable Item Sampling for Recommendation Evaluation.
Dong LiRuoming JinZhenming LiuBin RenJing GaoZhi LiuPublished in: AAAI (2023)
Keyphrases
- user preferences
- collaborative filtering
- personalized recommendation
- high quality
- cold start problem
- evaluation process
- evaluation model
- evaluation criteria
- random sampling
- monte carlo
- user feedback
- evaluation method
- markov chain monte carlo
- recommender systems
- neural network
- sampling strategies
- item recommendation