TY - JOUR AB - Concept of a Service Platform for Data Integration and Analysis, Competence Development and Initiation of New Business Models. Industrial Data Science provides manufacturing companies with innovative opportunities to optimize products and processes as well as to initiate new business models in value creation networks. To enable companies to use modern analysis technologies, the concept of an integrated, data-driven reference kit for Industrial Data Science and its implementation as a collaborative service platform are presented. In addition, use cases of individual solution modules of the service platform are outlined. AU - Mazarov, J AU - Wolf, P AU - Schallow, J AU - Nöhring, F AU - Deuse, J AU - Richter, R DA - 2019/12/01 DO - 10.3139/104.112205 EP - 877 JO - ZWF Zeitschrift fuer Wirtschaftlichen Fabrikbetrieb PB - Walter de Gruyter GmbH PY - 2019/12/01 SP - 874 TI - Industrial data science in value creation networks VL - 114 Y1 - 2019/12/01 Y2 - 2026/06/29 ER -