Considerations on explainable AI and users’ mental models

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

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As the aim of explaining is understanding, XAI is successful when the user has a good understanding of the AI system. This paper shows, using theories from the social sciences and HCI, that appropriately capturing and accounting for the user’s mental model while explaining is key to successful XAI.
Originele taal-2Engels
TitelWhere is the Human? Bridging the Gap Between AI and HCI
SubtitelWorkshop at CHI'19, May 4-9, 2019, Glasgow, Scotland UK.
Plaats van productieNew York, NY, USA
UitgeverijAssociation for Computing Machinery, Inc
Aantal pagina's5
StatusGepubliceerd - 4 mei 2019
EvenementCHI 2019 Workshop: Where is the Human? Bridging the Gap Between AI and HCI - Glasgow, Verenigd Koninkrijk
Duur: 4 mei 20194 mei 2019

Workshop

WorkshopCHI 2019 Workshop
LandVerenigd Koninkrijk
StadGlasgow
Periode4/05/194/05/19

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  • Citeer dit

    Rutjes, H., Willemsen, M., & IJsselsteijn, W. (2019). Considerations on explainable AI and users’ mental models. In Where is the Human? Bridging the Gap Between AI and HCI: Workshop at CHI'19, May 4-9, 2019, Glasgow, Scotland UK. Association for Computing Machinery, Inc. http://www.martijnwillemsen.nl/recommenderlab/RutjesChHI2019ws.pdf