A Reference Process Model for Usage Data-Driven Product Planning

dc.contributor.author Meyer, Maurice
dc.contributor.author Wiederkehr, Ingrid
dc.contributor.author Panzner, Melina
dc.contributor.author Koldewey, Christian
dc.contributor.author Dumitrescu, Roman
dc.date.accessioned 2021-12-24T18:15:30Z
dc.date.available 2021-12-24T18:15:30Z
dc.date.issued 2022-01-04
dc.description.abstract Cyber-physical systems generate and collect huge amounts of usage data during operation. Analyzing these data may enable manufacturing companies to identify weaknesses and learn about the users of their products. Such insights are valuable in the early phases of product development like product planning, as they facilitate decision-making for product improvement. The analysis and exploitation of usage data in product planning, however, is a new task for manufacturing companies. To reduce mistakes and improve the results, companies should build upon a suitable reference process model. Unfortunately, established models for analyzing data cannot be easily applied for product planning. In this paper, we propose a reference process model for usage data-driven product planning. It builds on three well-established models for analyzing data and addresses the unique characteristics of usage data-driven product planning. Finally, we customize the model for a manufacturing company and demonstrate how it could be implemented in practice.
dc.format.extent 10 pages
dc.identifier.doi 10.24251/HICSS.2022.741
dc.identifier.isbn 978-0-9981331-5-7
dc.identifier.uri http://hdl.handle.net/10125/80081
dc.language.iso eng
dc.relation.ispartof Proceedings of the 55th Hawaii International Conference on System Sciences
dc.rights Attribution-NonCommercial-NoDerivatives 4.0 International
dc.rights.uri https://creativecommons.org/licenses/by-nc-nd/4.0/
dc.subject Business Intelligence, Business Analytics and Big Data: Innovation, Deployment, and Management
dc.subject data-driven design
dc.subject industrial data analytics
dc.subject product planning
dc.subject reference process model
dc.title A Reference Process Model for Usage Data-Driven Product Planning
dc.type.dcmi text
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