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

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dc.contributor.authorBraun, Marvin
dc.contributor.authorGreve, Maike
dc.contributor.authorKegel, Felix
dc.contributor.authorKolbe, Lutz
dc.contributor.authorBeyer, Philipp Emanuel
dc.date.accessioned2023-12-26T18:36:15Z
dc.date.available2023-12-26T18:36:15Z
dc.date.issued2024-01-03
dc.identifier.doi10.24251/HICSS.2024.068
dc.identifier.isbn978-0-9981331-7-1
dc.identifier.other729298f9-d597-4bdb-b1be-37bade21547b
dc.identifier.urihttps://hdl.handle.net/10125/106443
dc.language.isoeng
dc.relation.ispartofProceedings of the 57th Hawaii International Conference on System Sciences
dc.rightsAttribution-NonCommercial-NoDerivatives 4.0 International
dc.rights.urihttps://creativecommons.org/licenses/by-nc-nd/4.0/
dc.subjectDesign, Development, and Evaluation of Collaboration Technologies
dc.subjectgenerative artificial intelligence
dc.subjectprompt design
dc.subjecttaxonomy
dc.titleCan (A)I Have a Word with You? A Taxonomy on the Design Dimensions of AI Prompts
dc.typeConference Paper
dc.type.dcmiText
dcterms.abstractEmerging 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.extent10 pages
prism.startingpage559

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Design, Development, and Evaluation of Collaboration Technologies