Transparent and Scrutable Recommendations Using Natural Language User Profiles.
Jerome RamosHossein A. RahmaniXi WangXiao FuAldo LipaniPublished in: ACL (1) (2024)
Keyphrases
- user profiles
- natural language
- recommender systems
- user preferences
- user feedback
- content based filtering
- providing personalized
- information filtering
- user interests
- personal interests
- user profiling
- collaborative filtering
- web mining
- personalized recommendation
- user based collaborative filtering
- user modeling
- user model
- music recommendation
- natural language processing
- matrix factorization
- machine learning
- personal preferences
- personalized search
- recommendation systems
- language processing
- cold start
- personalized web search
- concept hierarchy
- user behavior
- recommendation quality
- personalized information
- information overload
- recommendation algorithms