Psychology-informed Recommender Systems.
Elisabeth LexDominik KowaldPaul SeitlingerThi Ngoc Trang TranAlexander FelfernigMarkus SchedlPublished in: Found. Trends Inf. Retr. (2021)
Keyphrases
- recommender systems
- collaborative filtering
- artificial intelligence
- human computer interaction
- matrix factorization
- cognitive science
- computer science
- cold start problem
- user profiles
- information filtering
- trust aware
- product recommendation
- user model
- recommendation systems
- user modeling
- personalized recommendation
- user profiling
- cold start
- active user
- collaborative recommender systems
- machine learning
- database
- real time
- recommendation quality
- social cognition
- collaborative filtering recommender systems
- data sparsity
- cognitive psychology
- recommendation algorithms
- user feedback
- computational models
- user preferences
- semi supervised
- social networks
- data sets