Faithfully Explainable Recommendation via Neural Logic Reasoning.
Yaxin ZhuYikun XianZuohui FuGerard de MeloYongfeng ZhangPublished in: CoRR (2021)
Keyphrases
- proof theory
- automated reasoning
- deductive reasoning
- order of magnitude reasoning
- computational properties
- intuitionistic logic
- probabilistic logic
- reasoning engine
- logical inference
- recommender systems
- human reasoning
- proof theoretic
- logical framework
- knowledge base
- knowledge representation formalisms
- network architecture
- collaborative filtering
- abductive reasoning
- logical rules
- reasoning systems
- knowledge representation
- logic programming
- causal reasoning
- neural network
- horn logic
- reasoning about actions
- recommendation systems
- classical logic
- predicate logic
- reasoning tasks
- commonsense reasoning
- user preferences
- knowledge representation and reasoning
- modal logic
- expert systems
- reasoning process
- proof procedure
- probabilistic reasoning
- qualitative reasoning
- bio inspired
- logic programs
- legal reasoning
- neural model
- model theoretic
- multi valued
- nonmonotonic inference
- search engine
- learning rules
- artificial intelligence