Document Type

Article

Publication Date

7-17-2023

Department

Department of Cognitive and Learning Sciences

Abstract

This paper summarizes the psychological insights and related design challenges that have emerged in the field of Explainable AI (XAI). This summary is organized as a set of principles, some of which have recently been instantiated in XAI research. The primary aspects of implementation to which the principles refer are the design and evaluation stages of XAI system development, that is, principles concerning the design of explanations and the design of experiments for evaluating the performance of XAI systems. The principles can serve as guidance, to ensure that AI systems are human-centered and effectively assist people in solving difficult problems.

Publisher's Statement

© The Author(s) 2023. Publisher’s version of record: https://doi.org/10.1007/s13218-023-00806-9

Publication Title

KI - Kunstliche Intelligenz

Creative Commons License

Creative Commons Attribution 4.0 International License
This work is licensed under a Creative Commons Attribution 4.0 International License.

Version

Publisher's PDF

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