Towards a Framework for Assistance Systems to Support Work Processes in Smart Factories

M. Fellmann, S. Robert, S. Büttner, H. Mucha, C. Röcker, in: A. Holzinger (Ed.), Machine Learning and Knowledge Extraction : First IFIP TC 5, WG 8.4, 8.9, 12.9 International Cross-Domain Conference, CD-MAKE 2017, Reggio, Italy, August 29 – September 1, 2017, Proceedings, Springer, Cham, 2017, pp. 59–68.

Download (ext.)
OA
Konferenz - Beitrag | Veröffentlicht | Englisch
Autor*in
; ; ; ;
Herausgeber*in
Abstract
Increasingly, production processes are enabled and controlled by Information Technology (IT), a development being also referred to as “Industry 4.0”. IT thereby contributes to flexible and adaptive production processes, and in this sense factories become “smart factories”. In line with this, IT also more and more supports human workers via various assistance systems. This support aims to both support workers to better execute their tasks and to reduce the effort and time required when working. However, due to the large spectrum of assistance systems, it is hard to acquire an overview and to select an adequate system for a smart factory based on meaningful criteria. We therefore synthesize a set of comparison criteria into a consistent framework and demonstrate the application of our framework by classifying three examples.
Erscheinungsjahr
Titel des Konferenzbandes
Machine Learning and Knowledge Extraction : First IFIP TC 5, WG 8.4, 8.9, 12.9 International Cross-Domain Conference, CD-MAKE 2017, Reggio, Italy, August 29 – September 1, 2017, Proceedings
Band
10410
Seite
59-68
Konferenz
International Cross-Domain Conference, CD-MAKE 2017
Konferenzort
Reggio, Italy
Konferenzdatum
2017-08-29 – 2017-09-01
ELSA-ID

Zitieren

Fellmann M, Robert S, Büttner S, Mucha H, Röcker C. Towards a Framework for Assistance Systems to Support Work Processes in Smart Factories. In: Holzinger A, ed. Machine Learning and Knowledge Extraction : First IFIP TC 5, WG 8.4, 8.9, 12.9 International Cross-Domain Conference, CD-MAKE 2017, Reggio, Italy, August 29 – September 1, 2017, Proceedings. Vol 10410. Lecture Notes in Computer Science . Cham: Springer; 2017:59-68. doi:10.1007/978-3-319-66808-6_5
Fellmann, M., Robert, S., Büttner, S., Mucha, H., & Röcker, C. (2017). Towards a Framework for Assistance Systems to Support Work Processes in Smart Factories. In A. Holzinger (Ed.), Machine Learning and Knowledge Extraction : First IFIP TC 5, WG 8.4, 8.9, 12.9 International Cross-Domain Conference, CD-MAKE 2017, Reggio, Italy, August 29 – September 1, 2017, Proceedings (Vol. 10410, pp. 59–68). Cham: Springer. https://doi.org/10.1007/978-3-319-66808-6_5
Fellmann M et al. (2017) Towards a Framework for Assistance Systems to Support Work Processes in Smart Factories. In Holzinger A (ed.), Machine Learning and Knowledge Extraction : First IFIP TC 5, WG 8.4, 8.9, 12.9 International Cross-Domain Conference, CD-MAKE 2017, Reggio, Italy, August 29 – September 1, 2017, Proceedings, vol. 10410. Cham: Springer, pp. 59–68.
Fellmann, Michael, Sebastian Robert, Sebastian Büttner, Henrik Mucha, and Carsten Röcker. “Towards a Framework for Assistance Systems to Support Work Processes in Smart Factories.” In Machine Learning and Knowledge Extraction : First IFIP TC 5, WG 8.4, 8.9, 12.9 International Cross-Domain Conference, CD-MAKE 2017, Reggio, Italy, August 29 – September 1, 2017, Proceedings, edited by Andreas Holzinger, 10410:59–68. Lecture Notes in Computer Science . Cham: Springer, 2017. https://doi.org/10.1007/978-3-319-66808-6_5.
Fellmann, Michael, Sebastian Robert, Sebastian Büttner, Henrik Mucha und Carsten Röcker. 2017. Towards a Framework for Assistance Systems to Support Work Processes in Smart Factories. In: Machine Learning and Knowledge Extraction : First IFIP TC 5, WG 8.4, 8.9, 12.9 International Cross-Domain Conference, CD-MAKE 2017, Reggio, Italy, August 29 – September 1, 2017, Proceedings, hg. von Andreas Holzinger, 10410:59–68. Lecture Notes in Computer Science . Cham: Springer. doi:10.1007/978-3-319-66808-6_5, .
Fellmann, Michael ; Robert, Sebastian ; Büttner, Sebastian ; Mucha, Henrik ; Röcker, Carsten: Towards a Framework for Assistance Systems to Support Work Processes in Smart Factories. In: Holzinger, A. (Hrsg.): Machine Learning and Knowledge Extraction : First IFIP TC 5, WG 8.4, 8.9, 12.9 International Cross-Domain Conference, CD-MAKE 2017, Reggio, Italy, August 29 – September 1, 2017, Proceedings, Lecture Notes in Computer Science . Bd. 10410. Cham : Springer, 2017, S. 59–68
M. Fellmann, S. Robert, S. Büttner, H. Mucha, C. Röcker, Towards a Framework for Assistance Systems to Support Work Processes in Smart Factories, in: A. Holzinger (Ed.), Machine Learning and Knowledge Extraction : First IFIP TC 5, WG 8.4, 8.9, 12.9 International Cross-Domain Conference, CD-MAKE 2017, Reggio, Italy, August 29 – September 1, 2017, Proceedings, Springer, Cham, 2017: pp. 59–68.
M. Fellmann, S. Robert, S. Büttner, H. Mucha, and C. Röcker, “Towards a Framework for Assistance Systems to Support Work Processes in Smart Factories,” in Machine Learning and Knowledge Extraction : First IFIP TC 5, WG 8.4, 8.9, 12.9 International Cross-Domain Conference, CD-MAKE 2017, Reggio, Italy, August 29 – September 1, 2017, Proceedings, Reggio, Italy, 2017, vol. 10410, pp. 59–68.
Fellmann, Michael, et al. “Towards a Framework for Assistance Systems to Support Work Processes in Smart Factories.” Machine Learning and Knowledge Extraction : First IFIP TC 5, WG 8.4, 8.9, 12.9 International Cross-Domain Conference, CD-MAKE 2017, Reggio, Italy, August 29 – September 1, 2017, Proceedings, edited by Andreas Holzinger, vol. 10410, Springer, 2017, pp. 59–68, doi:10.1007/978-3-319-66808-6_5.
Fellmann, Michael et. al. (2017): Towards a Framework for Assistance Systems to Support Work Processes in Smart Factories, in: Andreas Holzinger (Hg.): Machine Learning and Knowledge Extraction : First IFIP TC 5, WG 8.4, 8.9, 12.9 International Cross-Domain Conference, CD-MAKE 2017, Reggio, Italy, August 29 – September 1, 2017, Proceedings (=Lecture Notes in Computer Science 10410), Cham, S. 59–68.
Fellmann M, Robert S, Büttner S, Mucha H, Röcker C. Towards a Framework for Assistance Systems to Support Work Processes in Smart Factories. In: Holzinger A, editor. Machine Learning and Knowledge Extraction : First IFIP TC 5, WG 84, 89, 129 International Cross-Domain Conference, CD-MAKE 2017, Reggio, Italy, August 29 – September 1, 2017, Proceedings. Cham: Springer; 2017. p. 59–68. (Lecture Notes in Computer Science ; vol. 10410).
Alle Dateien verfügbar unter der/den folgenden Lizenz(en):
forms.conference.field.license.oa_license.label:
forms.conference.field.license.oa_license.text [...]

Link(s) zu Volltext(en)
URL
Access Level
Restricted Closed Access

Export

Markierte Publikationen

Open Data ELSA

Suchen in

Google Scholar
ISBN Suche