On Natural Language User Profiles for Transparent and Scrutable Recommendation.
Filip RadlinskiKrisztian BalogFernando DiazLucas DixonBen WedinPublished in: SIGIR (2022)
Keyphrases
- user profiles
- natural language
- recommender systems
- user preferences
- collaborative filtering
- user profiling
- information filtering
- user based collaborative filtering
- user feedback
- user modeling
- personal interests
- personalized information
- music recommendation
- content based filtering
- personalized services
- user interests
- web personalization
- personalized recommendation
- user model
- natural language processing
- matrix factorization
- recommendation systems
- personal preferences
- personalized search
- web mining
- concept hierarchy
- individual user
- machine translation
- tv programs
- machine learning
- information extraction
- information retrieval
- news items
- implicit feedback
- recommendation algorithms
- information overload