User Control in Recommender Systems: Overview and Interaction Challenges.
Dietmar JannachSidra NaveedMichael JugovacPublished in: EC-Web (2016)
Keyphrases
- real world
- recommender systems
- collaborative filtering
- user preferences
- user interaction
- information overload
- user profiles
- user model
- user modeling
- user profiling
- visual feedback
- information filtering
- recommendation quality
- user requirements
- human computer interaction
- user modelling
- product recommendation
- cold start problem
- active user
- implicit feedback
- user interests
- control method
- gaze control
- relevance feedback
- control system
- user interface
- collaborative filtering recommender systems
- compound critiques
- content based filtering
- multimodal interaction
- user context
- data sparsity
- human interaction
- user feedback
- matrix factorization
- lessons learned