Towards Human-Compatible XAI: Explaining Data Differentials with Concept Induction over Background Knowledge.
Cara WidmerMd. Kamruzzaman SarkerSrikanth NadellaJoshua FiechterIon JuvinaBrandon S. MinneryPascal HitzlerJoshua SchwartzMichael L. RaymerPublished in: CoRR (2022)
Keyphrases
- background knowledge
- inductive logic programming
- data sets
- data analysis
- database
- logic programs
- domain knowledge
- prior knowledge
- data points
- data sources
- missing data
- high dimensional data
- machine learning
- relational databases
- wordnet
- natural language
- high level
- artificial intelligence
- first order logic
- human experts
- ontology learning