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Modeling the handling of knowledge for Industry 4.0

  • Industry 4.0, i.e. the connection of cyber-physical systems via the Internet in production and logistics, leads to considerable changes in the socio-technical system of the factory. The effects range from a considerable need for further training, which is exacerbated by the current shortage of skilled workers, to an opening of the previously inaccessible boundaries of the factory to third-party access, an increasing merging of office IT and manufacturing IT, and a new understanding of what machines can do with their data. This results in new requirements for the modeling, analysis and design of information processing and performance mapping business processes. In the past, procedures were developed under the name of “process-oriented knowledge management” with which the exchange and use of knowledge in business processes could be represented, analyzed and improved. However, these approaches were limited to the office environment. A method that makes it possible to document, analyze and jointly optimize the new possibilities ofIndustry 4.0, i.e. the connection of cyber-physical systems via the Internet in production and logistics, leads to considerable changes in the socio-technical system of the factory. The effects range from a considerable need for further training, which is exacerbated by the current shortage of skilled workers, to an opening of the previously inaccessible boundaries of the factory to third-party access, an increasing merging of office IT and manufacturing IT, and a new understanding of what machines can do with their data. This results in new requirements for the modeling, analysis and design of information processing and performance mapping business processes. In the past, procedures were developed under the name of “process-oriented knowledge management” with which the exchange and use of knowledge in business processes could be represented, analyzed and improved. However, these approaches were limited to the office environment. A method that makes it possible to document, analyze and jointly optimize the new possibilities of knowledge processing by using artificial intelligence and machine learning in production and logistics in the same way and in a manner compatible with the approach in the office environment does not exist so far. The extension of the modeling language KMDL, which is described in this paper, will contribute to close this research gap. This paper describes first approaches for an analysis and design method for a knowledge management integrating man and machine in the age of Industry 4.0.zeige mehrzeige weniger

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Metadaten
Verfasserangaben:Norbert GronauORCiDGND
DOI:https://doi.org/10.1007/978-3-030-79976-2_12
ISBN:978-3-030-79975-5
ISBN:978-3-030-79976-2
Titel des übergeordneten Werks (Englisch):Business modeling and software design : 11th International Symposium, BMSD 2021, Sofia, Bulgaria, July 5–7, 2021, Proceedings
Verlag:Springer International Publishing
Verlagsort:Cham
Herausgeber*in(nen):Boris Shishkov
Publikationstyp:Teil eines Buches (Kapitel)
Sprache:Englisch
Datum der Erstveröffentlichung:02.07.2021
Erscheinungsjahr:2021
Datum der Freischaltung:20.09.2023
Freies Schlagwort / Tag:4th industrial revolution; business process management; knowledge management
Band:422
Seitenanzahl:17
Erste Seite:207
Letzte Seite:223
Organisationseinheiten:Wirtschafts- und Sozialwissenschaftliche Fakultät / Wirtschaftswissenschaften / Fachgruppe Betriebswirtschaftslehre
DDC-Klassifikation:3 Sozialwissenschaften / 33 Wirtschaft / 330 Wirtschaft
Peer Review:Referiert
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