An Overview of Multidisciplinary Research on Explainability: Concepts, Challenges, and Design Considerations

Author:

Irandoust Hengameh1,Ghajar-Khosravi Shadi2

Affiliation:

1. Defence Research and Development Canada Valcartier Research Center,Quebec City,Canada

2. Defence Research and Development Canada Toronto Research Center,Toronto,Canada

Publisher

IEEE

Reference49 articles.

1. A Multidisciplinary Survey and Framework for Design and Evaluation of Explainable AI Systems

2. Explanation in human-AI systems: A Literature meta-review, synopsis of key ideas and publications, and bibliography for explainable AI;Mueller;DARPA XAI Literature Review, arXiv:1902.01876

3. Explainable Artificial Intelligence (XAI): Concepts, Approaches, and an Overview of the DARPA XAI Research Program;Irandoust,2022

4. Explaining reasoning: an overview of explanation in knowledge-based systems

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