Human-Centered Explainable AI (HCXAI): Coming of Age

Ehsan, Upol; Wintersberger, Philipp; Watkins, Elizabeth Anne; Manger, Carina; Ramos, Gonzalo; Weisz, Justin D.; Daumé, Hal; Riener, Andreas; Riedl, Mark O.

doi:10.1145/3544549.3573832

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Cited by 11 publications

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“…While the principles of HCXAI are still nascent and yet to be codified [7], Mueller et al provide a useful, if provisional, set of principles designed to inform system designers [16] Among these principles is the understanding that explanations are not "one-off" interventions but rather require a "long-term interaction" with users. "Active self-explanation" is encouraged through "explanatory systems … [with] information that empowers users to self-explain."…”

Section: Introductionmentioning

confidence: 99%