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Digital Service Innovation Enabled by Big Data Analytics - A Review and the Way Forward

机译:大数据分析实现数字化服务创新 - 回顾与展望

摘要

Service innovation is attracting attention with the expanding service industries and economies. Accompanied by major developments in ICT and sensory and digital technologies, the interest in digital service innovation (DSI), both from academia and industry, is increasing. Digitization and the accompanying technological advancements are leading to phenomena that call for extensive research in relation to service innovation; one of which is big data analytics (BDA). In this paper, we review the DSI literature and explore how BDA can contribute along the different dimensions of DSI. The ex post literature suffers from the lack of such studies. Accordingly, we suggest a research agenda for BDA-enabled DSI, motivated by emerging research gaps, as well as opportunities and guiding research questions. It is expected that such research agenda will contribute to shape an ex ante research efforts in an attempt to advance the state-of-the-art in BDA-enabled DSI.
机译:随着服务行业和经济的不断发展,服务创新正受到关注。伴随着ICT以及传感和数字技术的重大发展,学术界和工业界对数字服务创新(DSI)的兴趣与日俱增。数字化和随之而来的技术进步正在导致需要对服务创新进行广泛研究的现象。大数据分析(BDA)是其中之一。在本文中,我们将回顾DSI文献并探讨BDA如何在DSI的不同维度上做出贡献。事后文献缺乏此类研究。因此,我们建议由新兴的研究差距以及机遇和指导性研究问题所激发的,具有BDA功能的DSI的研究议程。可以预期,这样的研究议程将有助于形成事前研究成果,以期推动具有BDA功能的DSI的最新发展。

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