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Stakeholder-oriented Elaboration of Artificial Intelligence use cases using the example of Special-Purpose engineering

Humpert, Lynn; Wäschle, Moritz ORCID iD icon 1; Horstmeyer, Sarah; Anacker, Harald; Dumitrescu, Roman; Albers, Albert 1
1 Institut für Produktentwicklung (IPEK), Karlsruher Institut für Technologie (KIT)

Abstract:

Artificial Intelligence (AI) offers high potential for addressing various challenges in engineering. The supportive use of cognitive systems allows an efficient division of work, especially for knowledge workers. For example, error-prone, repetitive, and non-essential activities can be outsourced or supported by AI. However, the establishment of AI solutions often fails due to a purely technically oriented approach. Successful implementation requires a prior selection of potential and intended benefits, in which all stakeholders are involved systematically. Including stakeholders at an early stage prevents expensive mistakes. In this paper human-oriented methods are applied and adapted to further detail AI use cases and achieve a high benefit for multiple stakeholders. That is the reason why this method stands out from previous methods. Five steps for elaboration AI use cases are presented in this method: Stakeholder-Identification, Stakeholder-Analysis, Synthesis of the user problem, Testing and Benchmarking, and Detailed evaluation and prioritization. In Special-Purpose engineering, the focus is on individual products for the customer. ... mehr


Verlagsausgabe §
DOI: 10.5445/IR/1000162565
Veröffentlicht am 02.10.2023
Originalveröffentlichung
DOI: 10.1016/j.procir.2023.02.160
Scopus
Zitationen: 4
Dimensions
Zitationen: 6
Cover der Publikation
Zugehörige Institution(en) am KIT Institut für Produktentwicklung (IPEK)
Publikationstyp Zeitschriftenaufsatz
Publikationsjahr 2023
Sprache Englisch
Identifikator ISSN: 2212-8271
KITopen-ID: 1000162565
Erschienen in Procedia CIRP
Verlag Elsevier
Band 119
Seiten 693 – 698
Bemerkung zur Veröffentlichung Part of special issue: The 33rd CIRP Design Conference
Vorab online veröffentlicht am 08.07.2023
Schlagwörter Artificial Intelligence use cases, Stakeholder-oriented Elaboration, Human-oriented methods, User-driven development, Special-Purpose Engineering
Nachgewiesen in Dimensions
Scopus
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