Private Recommender Systems: How Can Users Build Their Own Fair Recommender Systems without Log Data?
Ryoma SatoPublished in: SDM (2022)
Keyphrases
- recommender systems
- log data
- collaborative filtering
- information overload
- recommendation quality
- user modeling
- log files
- user model
- information filtering
- user preferences
- cold start problem
- cold start
- log analysis
- active user
- implicit feedback
- user profiles
- recommendation systems
- web log data
- user profiling
- search result
- search logs
- recommendation algorithms
- user interests
- user feedback
- machine learning
- massive amounts
- data sparsity
- data mining techniques
- product recommendation
- content based filtering
- user ratings
- data structure
- databases
- collaborative filtering recommender systems