Values of User Exploration in Recommender Systems.
Minmin ChenYuyan WangCan XuYa LeMohit SharmaLee RichardsonSu-Lin WuEd ChiPublished in: RecSys (2021)
Keyphrases
- recommender systems
- collaborative filtering
- user preferences
- user profiling
- recommendation quality
- user defined
- user profiles
- user model
- user modeling
- user interface
- user interaction
- user feedback
- recommendation algorithms
- cold start problem
- end users
- content based filtering
- information overload
- user requirements
- product recommendation
- cold start
- recommendation systems
- information filtering
- personal preferences
- website
- user ratings
- user modelling
- implicit feedback
- personalized recommendation
- user interests
- matrix factorization
- relevance feedback
- query refinement
- multiple users
- query formulation
- user experience
- active user
- genetic algorithm
- collaborative filtering recommender systems