Impact of Consuming Suggested Items on the Assessment of Recommendations in User Studies on Recommender Systems.
Benedikt LoeppTim DonkersTimm KleemannJürgen ZieglerPublished in: IJCAI (2019)
Keyphrases
- recommender systems
- user studies
- collaborative filtering
- user interaction
- user experience
- search tasks
- user preferences
- retrieval systems
- matrix factorization
- recommendation quality
- user profiles
- experimental methodology
- personalized recommendation
- cold start problem
- recommendation systems
- recommendation algorithms
- search tools
- data sparsity
- cold start
- information overload
- online dating
- movie recommendation
- making recommendations
- collaborative recommender systems
- collaborative recommendation
- user behavior
- interactive information retrieval
- content based filtering
- active user
- personal preferences