Knowledge is Power, Understanding is Impact: Utility and Beyond Goals, Explanation Quality, and Fairness in Path Reasoning Recommendation.
Giacomo BalloccuLudovico BorattoChristian CanceddaGianni FenuMirko MarrasPublished in: CoRR (2023)
Keyphrases
- knowledge base
- knowledge representation
- knowledge structures
- expert systems
- reasoning mechanism
- human beings
- reasoning process
- causal knowledge
- conceptual representation
- general knowledge
- uncertain information
- deductive reasoning
- probabilistic knowledge
- solving problems
- domain knowledge
- knowledge management
- shortest path
- subject matter
- cognitive processing
- incomplete knowledge
- domain experts
- learning goals
- human cognition
- production rules
- rule based reasoning
- knowledge sharing
- reasoning engine
- knowledge integration
- inconsistent information
- recommender systems
- cognitive effort