Bringing Advanced Analytics to Manufacturing: A Systematic Mapping
Wolf H, Lorenz R, Kraus M, Feuerriegel S, Netland TH (2019)
Publication Type: Conference contribution
Publication year: 2019
Journal
Publisher: Springer New York LLC
Book Volume: 566
Pages Range: 333-340
Conference Proceedings Title: IFIP Advances in Information and Communication Technology
Event location: Austin, TX
ISBN: 9783030299996
DOI: 10.1007/978-3-030-30000-5_42
Abstract
Advanced analytics has the potential to redefine manufacturing. However, practical implementation is in its infancy. One reason is a lack of management tools that enable decision-makers to choose suitable techniques from advanced analytics for domain-specific problems in manufacturing. This paper uses a systematic mapping review in order to identify seven application areas to which analytics can add substantial value. Each area is then matched with suitable techniques from the field of advanced analytics. The resulting systematic map provides a novel management tool for the purpose of identifying promising analytics projects in manufacturing and thus facilitates decision-making.
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Switzerland (CH)How to cite
APA:
Wolf, H., Lorenz, R., Kraus, M., Feuerriegel, S., & Netland, T.H. (2019). Bringing Advanced Analytics to Manufacturing: A Systematic Mapping. In Farhad Ameri, Kathryn E. Stecke, Gregor von Cieminski, Dimitris Kiritsis (Eds.), IFIP Advances in Information and Communication Technology (pp. 333-340). Austin, TX, US: Springer New York LLC.
MLA:
Wolf, Hergen, et al. "Bringing Advanced Analytics to Manufacturing: A Systematic Mapping." Proceedings of the IFIP WG 5.7 International Conference on Advances in Production Management Systems, APMS 2019, Austin, TX Ed. Farhad Ameri, Kathryn E. Stecke, Gregor von Cieminski, Dimitris Kiritsis, Springer New York LLC, 2019. 333-340.
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