Concepedia

What do we want from Explainable Artificial Intelligence (XAI)? – A stakeholder perspective on XAI and a conceptual model guiding interdisciplinary XAI research

Markus Langer, Daniel Oster, Timo Speith, Holger Hermanns, Lena Kästner, Eva Schmidt, Andreas Sesing-Wagenpfeil, Kevin Baum

Artificial Intelligence · 2021 · 592 citations · 157 references

Open access

Concepts

ComputingComputer ScienceArtificial IntelligenceArtificial Intelligence GovernanceCommonsense ReasoningConcept ModelingExplainable Machine LearningPhilosophy Of Artificial IntelligenceAi TransparencyConceptual Model DevelopmentExplainable Artificial IntelligenceHuman-centered Explainable Artificial IntelligenceIntrinsic Interpretability

References

157

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Management, Information Systems, Information Technology +16

"Why Should I Trust You?"

Marco Túlio Ribeiro, Sameer Singh, Carlos Guestrin · 2016 · 15.2K citations

Computing, Computer Science, Data Science +11

Advances in Neural Information Processing Systems 28

Peter Flach, Meelis Kull · 2015 · 14.7K citations

Life Sciences, Computer Science, Neuroscience +12

Explainable Artificial Intelligence (XAI): Concepts, taxonomies, opportunities and challenges toward responsible AI

Alejandro Barredo Arrieta, Natalia Díaz-Rodríguez, Javier Del Ser et al. · Information Fusion · 2019 · 9K citations · Full text

Computing, Computer Science, Algorithms +10

Peeking Inside the Black-Box: A Survey on Explainable Artificial Intelligence (XAI)

Amina Adadi, Mohammed Berrada · IEEE Access · 2018 · 5.8K citations · Full text

Computing, Computer Science, Artificial Intelligence +10