Can (A)I Have a Word with You? A Taxonomy on the Design Dimensions of AI Prompts

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dc.contributor.author Braun, Marvin
dc.contributor.author Greve, Maike
dc.contributor.author Kegel, Felix
dc.contributor.author Kolbe, Lutz
dc.contributor.author Beyer, Philipp Emanuel
dc.date.accessioned 2023-12-26T18:36:15Z
dc.date.available 2023-12-26T18:36:15Z
dc.date.issued 2024-01-03
dc.identifier.isbn 978-0-9981331-7-1
dc.identifier.other 729298f9-d597-4bdb-b1be-37bade21547b
dc.identifier.uri https://hdl.handle.net/10125/106443
dc.language.iso eng
dc.relation.ispartof Proceedings of the 57th Hawaii International Conference on System Sciences
dc.rights Attribution-NonCommercial-NoDerivatives 4.0 International
dc.rights.uri https://creativecommons.org/licenses/by-nc-nd/4.0/
dc.subject Design, Development, and Evaluation of Collaboration Technologies
dc.subject generative artificial intelligence
dc.subject prompt design
dc.subject taxonomy
dc.title Can (A)I Have a Word with You? A Taxonomy on the Design Dimensions of AI Prompts
dc.type Conference Paper
dc.type.dcmi Text
dcterms.abstract Emerging generative artificial intelligence (AI) is revolutionizing human collaboration with machines through their remarkable processing of human language. Consequently, the role of AI is transitioning as it becomes adaptable to specific tasks through human language, without the need for additional training data. These "prompts" enable end-users to fully harness the potential of AI. However, the process of designing prompts is currently unstructured, relying mostly on trial-and-error processes. Studies emphasize the significant impact of prompt design on the AI's generated results. Therefore, there is a clear need to establish a structured approach to prompt design. To address this need, we analyzed scientific literature and practical examples to develop a taxonomy of prompt design. The taxonomy serves as a valuable resource for both practitioners and researchers, offering an overview of current AI prompt approaches and shedding light on potential areas for future research.
dcterms.extent 10 pages
prism.startingpage 559
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Design, Development, and Evaluation of Collaboration Technologies