What should AI know? Information disclosure in human-AI collaboration

Item Type Conference or Workshop Item (Paper)
Abstract AI-assisted Design Thinking shows great potential for supporting collaborative creative work. To foster creative thinking processes within teams with individualized suggestions, AI has to rely on data provided by the teams. As a prerequisite, team members need to weigh their disclosure preferences against the potential benefits of AI when disclosing information. To shed light on these decisions, we identify relevant information such as emotional states or discussion arguments that design thinking teams could provide to AI to enjoy the benefits of its support. Using the privacy calculus as theoretical lens, we draft a research design to analyze user preferences for disclosing different information relevant to the service bundles that AI provides for respective information. We make explorative contributions to the body of knowledge in terms of AI use and its corresponding information disclosure. The findings are relevant for practice as they guide the design of AI that fosters information disclosure.
Authors Cvetkovic, Izabel; Oeste-Reiß, Sarah; Lehmann-Willenbrock, Nale & Bittner, Eva
Research Team IWI6
Journal or Publication Title European Conference on Information Systems (ECIS)
Language English
Keywords DesignThinking Human-AICollaboration InformationDisclosure UIDesign cepub itegpub pubsoe
Subjects information management
HSG Classification contribution to scientific community
Date 18 June 2022
Place of Publication Timisoara, Romania
Number of Pages 13
Event Title European Conference on Information Systems (ECIS)
Event Location Timisoara, Romania
Event Dates 18-24 Jun 2022
Depositing User Anonymous Anonymous
Date Deposited 11 May 2022 14:17
Last Modified 03 Aug 2022 10:25
URI: https://www.alexandria.unisg.ch/publications/266254

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Cvetkovic, Izabel; Oeste-Reiß, Sarah; Lehmann-Willenbrock, Nale & Bittner, Eva: What should AI know? Information disclosure in human-AI collaboration. 2022. - European Conference on Information Systems (ECIS). - Timisoara, Romania.

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https://www.alexandria.unisg.ch/id/eprint/266254
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