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Data Mining in Product Service Systems Design: Literature Review and Research Questions
Blekinge Tekniska Högskola, Fakulteten för teknikvetenskaper, Institutionen för maskinteknik. (Product Development Research Lab)ORCID-id: 0000-0001-5114-4811
Blekinge Tekniska Högskola, Fakulteten för teknikvetenskaper, Institutionen för maskinteknik. (Product Development Research Lab)ORCID-id: 0000-0002-9662-4576
2017 (engelsk)Inngår i: Procedia CIRP / [ed] Tim C. McAloone, Daniela C.A. Pigosso, Niels Henrik Mortensen and Yoshiki Shimomura, Elsevier, 2017, Vol. 64, s. 306-311Konferansepaper, Publicerat paper (Fagfellevurdert)
Abstract [en]

The paper presents a literature review about data mining applications in Product/Service-Systems (PSS) design. A systematic literature review, combined with snowballing techniques, has been run to identify relevant contributions in the area. The analysis has focused on the categorization of the contributions according to their impact on the PSS design process and according to their theoretical or empirical nature. A picture of the different research achievements for each stage of the PSS design process have been drawn, identifying the research gaps in respect to the challenges of PSS design. Based on the analysis the paper proposes a set of research questions for each PSS design stage with the intent of facilitating the application of data mining techniques in PSS design, and ultimately push forward the state of the art.

sted, utgiver, år, opplag, sider
Elsevier, 2017. Vol. 64, s. 306-311
Serie
Procedia CIRP, ISSN 2212-8271
Emneord [en]
Product-service systems design; data mining; research questions; literature review.
HSV kategori
Identifikatorer
URN: urn:nbn:se:bth-14452DOI: 10.1016/j.procir.2017.03.131ISI: 000414528200052OAI: oai:DiVA.org:bth-14452DiVA, id: diva2:1107582
Konferanse
9th CIRP Conference on Industrial Product/Service-Systems (IPSS), Copenhagen
Prosjekter
Model Driven Development and Decision Support - MD3S
Forskningsfinansiär
Knowledge FoundationTilgjengelig fra: 2017-06-09 Laget: 2017-06-09 Sist oppdatert: 2017-11-24bibliografisk kontrollert

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Bertoni, AlessandroLarsson, Tobias

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