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The Impact of Explanation Detail in Advanced Driver Assistance Systems: User Experience, Acceptance, and Age-related Effects

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dc.contributor.authorHermann, Julia
dc.contributor.authorNierobisch, Niels
dc.contributor.authorArndt, Robin
dc.contributor.authorKubullek, Ann-Kathrin
dc.contributor.authorvan Ledden, Sebastian
dc.contributor.authorDogangün, Aysegül
dc.contributor.editorStolze, Markus
dc.contributor.editorLoch, Frieder
dc.contributor.editorBaldauf, Matthias
dc.contributor.editorAlt, Florian
dc.contributor.editorSchneegass, Christina
dc.contributor.editorKosch, Thomas
dc.contributor.editorHirzle, Teresa
dc.contributor.editorSadeghian, Shadan
dc.contributor.editorDraxler, Fiona
dc.contributor.editorBektas, Kenan
dc.contributor.editorLohan, Katrin
dc.contributor.editorKnierim, Pascal
dc.date.accessioned2023-08-24T05:29:11Z
dc.date.available2023-08-24T05:29:11Z
dc.date.issued2023
dc.description.abstractUser understanding and confidence are critical in the context of advanced intelligent driver assistance systems (ADAS) to ensure the desired response and prevent manual countersteering during automated maneuvers. However, the interventions of advanced ADAS can sometimes be unexpected and disruptive to drivers, especially when the reasons are unclear. In our study, we investigated the effects of differently presented explanations provided by a driver assistance system. We presented participants with three scenarios from the driver’s perspective and created two videos for each scenario with explanations of varying detail. Participants were asked to answer two questionnaires following each video. The results show that more detailed explanations generally lead to a better user experience and higher confidence in the system’s performance. We also discuss the possible influence of age and technology acceptance in our article.en
dc.description.uri"https://dl.acm.org/doi/"&R26en
dc.identifier.doi10.1145/3603555.3608536
dc.identifier.urihttps://dl.gi.de/handle/20.500.12116/41992
dc.language.isoen
dc.publisherACM
dc.relation.ispartofMensch und Computer 2023 - Tagungsband
dc.relation.ispartofseriesMensch und Computer
dc.subjectexplainable artificial intelligence
dc.subjectxai
dc.subjectautomotive
dc.subjectdriver assistant systems
dc.subjecttrust
dc.subjectunderstanding
dc.subjectcontrol
dc.subjectuser experience
dc.subjecttechnology acceptance
dc.titleThe Impact of Explanation Detail in Advanced Driver Assistance Systems: User Experience, Acceptance, and Age-related Effectsen
dc.typeText/Conference Paper
gi.citation.publisherPlaceNew York
gi.citation.startPage307-312
gi.conference.date3.-6. September 2023
gi.conference.locationRapperswil
gi.conference.sessiontitleMCI-POSTER

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Tagungsband MuC 2023