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Expert Review on Big Data Analytics Implementation Model in Data-driven Decision-Making

机译:数据驱动决策中的大数据分析实施模型专家评审

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Data-driven decision-making can offer improved insights for information value and create new business opportunity. The purpose of this paper is to present the findings of expert opinion in verifying the influencing factors in big data analytics (BDA) implementation that are beneficial in developing the BDA implementation assessment model. The study was carried out by conducting face-to-face approach sessions with three academicians and four industry experts who have vast experience in big data research and its implementation. The findings from these exercises has confirmed and verified the content of the ten factors that include organization dimension (such as big data strategy, top management support, resource commitment, organizational relationship), people dimension (such as analytics skills, managerial skills and analytics culture) and technology dimension (includes data infrastructures, information processing and quality) were appropriate for the research model. It was described using descriptive analysis such as frequency, mean and standard deviation. Once the verification process is complete, the research model will be validated through survey in the future work.
机译:数据驱动的决策制定可以提供对信息价值的更深刻见解,并创造新的商机。本文的目的是提出专家意见的结果,以验证大数据分析(BDA)实施中的影响因素,这些因素有利于开发BDA实施评估模型。该研究是通过与在大数据研究及其实施方面具有丰富经验的三位院士和四位行业专家进行面对面的方法会议而进行的。这些练习的结果已经确认并验证了十个因素的内容,这些因素包括组织维度(例如大数据策略,高层管理支持,资源投入,组织关系),人员维度(例如分析技能,管理技能和分析文化) )和技术维度(包括数据基础架构,信息处理和质量)适合该研究模型。使用诸如频率,均值和标准偏差之类的描述性分析对其进行了描述。验证过程完成后,将在未来的工作中通过调查来验证研究模型。

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