Psychology-informed Recommender Systems Tutorial.
Elisabeth LexMarkus SchedlPublished in: RecSys (2022)
Keyphrases
- recommender systems
- collaborative filtering
- matrix factorization
- human computer interaction
- information filtering
- information overload
- artificial intelligence
- user preferences
- cognitive science
- user modeling
- trust aware
- computer science
- user profiles
- cold start problem
- user profiling
- recommendation quality
- user feedback
- computational models
- web search
- machine learning
- data mining
- cognitive processes
- neural network
- implicit feedback
- data sparsity
- cold start
- content based filtering
- personal preferences