From data science to value creation

Meierhofer, Jürg; Meier, Kevin

doi:10.1007/978-3-319-56925-3_14

Publication type:	Conference paper
Type of review:	Peer review (publication)
Title:	From data science to value creation
Authors:	Meierhofer, Jürg Meier, Kevin
DOI:	10.1007/978-3-319-56925-3_14
Proceedings:	Exploring Services Science : 8th International Conference, IESS 2017, Rome, Italy, May 24-26, 2017, Proceedings
Editors of the parent work:	Za, Stefano Drăgoicea, Monica Cavallari, Maurizio
Page(s):	173
Pages to:	181
Conference details:	8th International Conference (IESS 2017), Rome, Italy, 24-26 May 2017
Issue Date:	2017
Series:	Lecture notes in business information processing
Series volume:	279
Publisher / Ed. Institution:	Springer
Publisher / Ed. Institution:	Cham
ISBN:	978-3-319-56924-6
Language:	English
Subjects:	Service design; Data-driven value creation; Data science; Data product design
Subject (DDC):	005: Computer programming, programs and data 650: Management
Abstract:	Value creation with data science methodologies generates important insights. However, these insights do not systematically provide service value to customers. Therefore, we show a systematic approach to use data science for the process of service design. We develop a structure of data science methodologies in the dimensions of their potential to create service benefit. This enables the mapping of the value contribution of the data science tools on the different perspectives and phases of the service design process. Based on this mapping, a direct link can be established between the outcomes of the data science methodologies and the value drivers for the customer. The resulting new methodology allows the systematic value creation from insights generated by data science.
URI:	https://link.springer.com/chapter/10.1007/978-3-319-56925-3_14 https://digitalcollection.zhaw.ch/handle/11475/5741
Fulltext version:	Published version
License (according to publishing contract):	Licence according to publishing contract
Departement:	School of Engineering
Organisational Unit:	Institute of Data Analysis and Process Design (IDP)
Appears in collections:	Publikationen School of Engineering

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Meierhofer, J., & Meier, K. (2017). From data science to value creation [Conference paper]. In S. Za, M. Drăgoicea, & M. Cavallari (Eds.), Exploring Services Science : 8th International Conference, IESS 2017, Rome, Italy, May 24-26, 2017, Proceedings (pp. 173–181). Springer. https://doi.org/10.1007/978-3-319-56925-3_14

Meierhofer, J. and Meier, K. (2017) ‘From data science to value creation’, in S. Za, M. Drăgoicea, and M. Cavallari (eds) Exploring Services Science : 8th International Conference, IESS 2017, Rome, Italy, May 24-26, 2017, Proceedings. Cham: Springer, pp. 173–181. Available at: https://doi.org/10.1007/978-3-319-56925-3_14.

J. Meierhofer and K. Meier, “From data science to value creation,” in Exploring Services Science : 8th International Conference, IESS 2017, Rome, Italy, May 24-26, 2017, Proceedings, 2017, pp. 173–181. doi: 10.1007/978-3-319-56925-3_14.

MEIERHOFER, Jürg und Kevin MEIER, 2017. From data science to value creation. In: Stefano ZA, Monica DRĂGOICEA und Maurizio CAVALLARI (Hrsg.), Exploring Services Science : 8th International Conference, IESS 2017, Rome, Italy, May 24-26, 2017, Proceedings [online]. Conference paper. Cham: Springer. 2017. S. 173–181. ISBN 978-3-319-56924-6. Verfügbar unter: https://link.springer.com/chapter/10.1007/978-3-319-56925-3_14

Meierhofer, Jürg, and Kevin Meier. 2017. “From Data Science to Value Creation.” Conference paper. In Exploring Services Science : 8th International Conference, IESS 2017, Rome, Italy, May 24-26, 2017, Proceedings, edited by Stefano Za, Monica Drăgoicea, and Maurizio Cavallari, 173–81. Cham: Springer. https://doi.org/10.1007/978-3-319-56925-3_14.

Meierhofer, Jürg, and Kevin Meier. “From Data Science to Value Creation.” Exploring Services Science : 8th International Conference, IESS 2017, Rome, Italy, May 24-26, 2017, Proceedings, edited by Stefano Za et al., Springer, 2017, pp. 173–81, https://doi.org/10.1007/978-3-319-56925-3_14.