TY  - CONF
A1  - Clemens, Florian
A1  - Willemsen, Fabian
A1  - Mütze-Niewöhner, Susanne
A1  - Schuh, Günther
A2  - Alfnes, Erlend
A2  - Romsdal, Anita
A2  - Strandhagen, Jan Ola
A2  - Cieminski, Gregor von
A2  - Romero, David
T1  - Development of a Task Model for Artificial Intelligence-Based Applications for Small and Medium-Sized Enterprises
T2  - Advances in Production Management Systems. Production Management Systems for Responsible Manufacturing, Service, and Logistics Futures. IFIP WG 5.7 International Conference, APMS 2023, Trondheim, Norway, September 17–21, 2023, Proceedings, Part I
N2  - The adoption of artificial intelligence (AI) technologies in manufacturing companies is challenging, particularly for SMEs that lack the necessary skills to develop and integrate AI-based applications (AI applications) into their existing IT system landscape. To address this challenge, the research project VoBAKI (IGF-Project No.: 22009 N) aims to enable SMEs to identify and close skill gaps related to AI application development and implementation using proper sourcing strategies. This paper presents the interim results from the second phase of the project, which involves identifying the tasks in the lifecycle of AI applications and determining the specific skills required for executing these tasks. The presented results provide a detailed lifecycle including the phases for the development and usage of AI applications, as well as the specific tasks that SMEs must consider when implementing an AI application. These results serve as the foundation for future research regarding the required skills to execute the presented tasks and provide a roadmap for SMEs to close skill gaps and successfully implement AI applications.
T3  - IFIP advances in information and communication technology - 689 
KW  - artificial intelligence
KW  - machine learning
KW  - manufacturing company
KW  - SME
KW  - decision-maker
KW  - artificial intelligence lifecycle
KW  - rev
Y1  - 2023
UR  - https://epub.fir.de/frontdoor/index/index/docId/2937
UR  - https://link.springer.com/chapter/10.1007/978-3-031-43662-8_38
SN  - 978-3-03143-661-1
SN  - 978-3-031-43662-8
SN  - 1868-4238
SP  - 528
EP  - 542
PB  - Springer
CY  - Cham [u. a.]
ER  -