User Needs for Explanations of Recommendations: In-depth Analyses of the Role of Item Domain and Personal Characteristics.
Thi Ngoc Trang TranAlexander FelfernigViet Man LeThi Minh Ngoc ChauThu Giang MaiPublished in: UMAP (2023)
Keyphrases
- personal preferences
- user preferences
- recommender systems
- item recommendation
- making recommendations
- user ratings
- personalized recommender systems
- cold start
- recommendation algorithms
- cold start problem
- active user
- user feedback
- user profiles
- personalized recommendation
- recommendation systems
- collaborative filtering
- matrix factorization
- user interests
- recommendation quality
- user centric
- user interaction
- user satisfaction
- end users
- domain specific
- tag recommendation
- user model
- social connections
- user perceptions
- information overload
- collaborative recommendation
- user acceptance
- website
- personal information
- user queries
- domain experts
- user interface