Logic-Scaffolding: Personalized Aspect-Instructed Recommendation Explanation Generation using LLMs.
Behnam RahdariHao DingZiwei FanYifei MaZhuotong ChenAnoop DeorasBranislav KvetonPublished in: CoRR (2023)
Keyphrases
- personalized recommendation
- abductive reasoning
- information filtering
- personalized information
- recommender systems
- user modeling
- collaborative filtering
- web personalization
- personalized services
- predicate logic
- logic programming
- user preferences
- e learning
- individual user
- generation process
- multi valued
- user feedback
- user profiles
- recommendation systems
- inference rules
- modal logic
- context aware
- probabilistic logic
- product recommendation
- user profiling
- news recommendation
- causal knowledge
- explanation based learning
- personalized search
- knowledge construction
- adaptive learning
- user interests
- mobile robot
- learning environment
- knowledge base