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: ECIR (3) (2023)
Keyphrases
- knowledge base
- knowledge representation
- high quality
- knowledge structures
- domain knowledge
- knowledge acquisition
- solving problems
- reasoning process
- general knowledge
- deeper understanding
- cognitive abilities
- knowledge sharing
- reasoning engine
- human beings
- knowledge management
- prior knowledge
- reasoning mechanism
- conceptual knowledge
- conceptual representation
- probabilistic knowledge
- abductive reasoning
- knowledge integration
- model based reasoning
- formal models
- procedural knowledge
- knowledge processing
- artificial intelligence
- scientific knowledge
- subject matter
- power consumption
- reasoning processes
- human reasoning
- domain experts
- user preferences
- inconsistent information
- deductive reasoning
- cognitive effort