Beyond Trade-offs: Unveiling Fairness-Constrained Diversity in News Recommender Systems.
Célina TreuillierSylvain CastagnosÖzlem ÖzgöbekArmelle BrunPublished in: UMAP (2024)
Keyphrases
- recommender systems
- trade off
- news recommendation
- collaborative filtering
- user generated content
- hard constraints
- news articles
- social media
- matrix factorization
- user profiling
- information overload
- keywords
- user modeling
- news items
- online news
- cold start
- news stories
- game theory
- resource allocation
- soft constraints
- user preferences
- user profiles
- web pages
- cold start problem
- news web sites
- trust aware
- neural network
- recommendation quality
- user model
- search engine