The impact of first recommendations based on exploration or exploitation approaches in recommender systems' learning.
Thiago SilvaNícollas SilvaHeitor WerneckAdriano C. M. PereiraLeonardo RochaPublished in: WebMedia (2020)
Keyphrases
- recommender systems
- latent factor models
- learning process
- collaborative filtering
- preference learning
- learning algorithm
- learning systems
- active exploration
- learning problems
- user preferences
- reinforcement learning
- information filtering
- recommendation systems
- information overload
- content based filtering
- unsupervised learning
- learning environment