Analyzing Bias in Recommender Systems: A Comprehensive Evaluation of YouTube's Recommendation Algorithm.
Mert Can CakmakObianuju OkekeUgochukwu OnyepunukaBilly SpannNitin AgarwalPublished in: ASONAM (2023)
Keyphrases
- comprehensive evaluation
- recommendation algorithms
- recommender systems
- collaborative filtering
- item based collaborative filtering
- filtering algorithm
- recommendation systems
- personalized recommendation
- user based collaborative filtering
- user preferences
- systematic evaluation
- cold start
- matrix factorization
- social recommendation
- product recommendation
- action recognition
- recommendation quality
- collaborative filtering recommendation
- user feedback
- user interests
- cold start problem
- information retrieval
- user profiling
- data sparsity
- user generated