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An objective metric for Explainable AI: How and why to estimate the degree of explainability

Francesco Sovrano, Fabio Vitali

2023Knowledge-Based Systems42 citationsDOIOpen Access PDF

Topics & Concepts

Metric (unit)Computer scienceTransparency (behavior)OperationalizationUsabilityConsistency (knowledge bases)Quality (philosophy)MainstreamSoftwareReadabilityInformation retrievalArtificial intelligenceHuman–computer interactionEpistemologyProgramming languageTheologyOperations managementComputer securityEconomicsPhilosophyExplainable Artificial Intelligence (XAI)Artificial Intelligence in Healthcare and EducationMachine Learning in Healthcare
An objective metric for Explainable AI: How and why to estimate the degree of explainability | Litcius