Filter Bubble or Homogenization? Disentangling the Long-Term Effects of Recommendations on User Consumption Patterns.
Md Sanzeed AnwarGrant SchoenebeckParamveer S. DhillonPublished in: CoRR (2024)
Keyphrases
- long term
- recommender systems
- user preferences
- user feedback
- recommendation systems
- end users
- short term
- user defined
- user interface
- collaborative filtering
- user interaction
- active user
- pattern mining
- recommendation quality
- user satisfaction
- user model
- user experience
- recommendation algorithms
- cold start
- sequential patterns
- user queries
- item recommendation
- making recommendations