Volvo Single View of Vehicle: Building a Big Data Service from Scratch in the Automotive Industry

Paweł W. Woźniak, R. Valton, M. Fjeld
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引用次数: 8

Abstract

Big data analytics is a major trend affecting business today. Many organizations collect vast amounts of data simply to investigate if its market value can be identified. In this case study, we contribute a practical example of using the big data approach to create innovative services. We describe our work to identify and integrate data sources in order establish what data is available and who may benefit from it. We then show how we worked with users to communicate the vast possibilities created when many data sources are integrated, and participated in building a new big data service. Finally, we share a set of lessons we learned which can guide future big data inquiries. Our work was conducted in the context of the inspection, service, and sale of Volvo trucks, significantly aiding risk management for Volvo Used Trucks EMEA.
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沃尔沃汽车单一视角:从零开始构建汽车行业大数据服务
大数据分析是当今影响商业的主要趋势。许多组织收集大量数据只是为了调查是否可以确定其市场价值。在本案例研究中,我们提供了一个使用大数据方法创建创新服务的实际示例。我们描述了我们识别和集成数据源的工作,以便确定哪些数据可用以及谁可以从中受益。然后,我们展示了我们如何与用户合作,传达许多数据源集成时创造的巨大可能性,并参与构建新的大数据服务。最后,我们分享了一些经验教训,可以指导未来的大数据查询。我们的工作是在沃尔沃卡车的检验、服务和销售的背景下进行的,极大地帮助了沃尔沃二手卡车EMEA的风险管理。
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