Towards human-compatible XAI: Explaining data differentials with concept induction over background knowledge.
Cara Leigh WidmerMd. Kamruzzaman SarkerSrikanth NadellaJoshua FiechterIon JuvinaBrandon S. MinneryPascal HitzlerJoshua SchwartzMichael L. RaymerPublished in: J. Web Semant. (2023)
Keyphrases
- background knowledge
- inductive logic programming
- data sets
- prior knowledge
- training data
- data analysis
- human experts
- concept hierarchy
- concept learning
- domain knowledge
- representation language
- database
- domain theory
- logic programs
- data streams
- missing data
- data quality
- low level
- training set
- knowledge base
- artificial intelligence