Modelling Users with Item Metadata for Explainable and Interactive Recommendation.
Joey De PauwKoen RuymbeekBart GoethalsPublished in: CoRR (2022)
Keyphrases
- recommender systems
- metadata
- collaborative filtering
- cold start problem
- recommendation algorithms
- recommendation systems
- user interaction
- item recommendation
- user ratings
- cold start
- active user
- helping users
- user preferences
- data sparsity
- personalized recommendation
- personal preferences
- user feedback
- long tail
- matrix factorization
- digital libraries
- online dating
- interactive exploration
- visual interfaces
- databases
- information overload
- item based collaborative filtering
- rating prediction
- hybrid recommendation
- website
- information resources
- user profiles
- search interface
- making recommendations
- database
- social media
- content based filtering
- end users
- collaborative recommendation
- digital photos
- user similarity
- multimedia information
- user interests
- browsing behavior
- user context
- web resources
- visualization tool
- tag recommendation
- geographic information