Logic-Scaffolding: Personalized Aspect-Instructed Recommendation Explanation Generation using LLMs.
Behnam RahdariHao DingZiwei FanYifei MaZhuotong ChenAnoop DeorasBranislav KvetonPublished in: WSDM (2024)
Keyphrases
- personalized recommendation
- abductive reasoning
- recommender systems
- personalized information
- collaborative filtering
- user modeling
- recommendation systems
- personal preferences
- personalized services
- learning environment
- product recommendation
- individual user
- modal logic
- prior knowledge
- information filtering
- generation process
- causal reasoning
- collaborative learning
- web personalization
- news recommendation
- multi valued
- e learning
- context aware
- proof theory
- logic programs
- logic programming
- user specific
- user model
- adaptive learning