A Synergetic Model for Implementing Big Data in Organizations

IF 0.8 4区 计算机科学 Q4 COMPUTER SCIENCE, INFORMATION SYSTEMS
Mohanad Halaweh, Ahmed El Massry
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引用次数: 3

Abstract

The term BIG DATA has been increasingly used recently. Big data refers to the massive amount of data that are processed and analyzed using sophisticated technology to gain relevant insights that will help top executives with the decision-making process. This study is an attempt to investigate the big data implementation in organizations. The literature review reveals an initial model of indicators that might affect big data implementation. This model was examined and extended by primary data collected from key people (CEO and managers) from ten organizations. The extended model of indicators, which is the result from this research, includes the factors that would affect the success or failure of big data implementation in organizations. The research findings showed the following factors: top management support, organizational change, IT infrastructure, skilled professional, contents (i.e. data), data strategy, data privacy and security.
组织实施大数据的协同模型
“大数据”这个词最近被越来越多地使用。大数据指的是使用复杂技术对大量数据进行处理和分析,以获得有助于高层管理人员决策过程的相关见解。本研究试图调查大数据在组织中的实施情况。文献综述揭示了一个可能影响大数据实施的指标的初始模型。该模型通过从十个组织的关键人员(CEO和经理)收集的原始数据进行了检验和扩展。本研究的扩展指标模型包含了影响组织实施大数据成功或失败的因素。研究结果显示以下因素:高层管理支持、组织变革、IT基础设施、熟练的专业人员、内容(即数据)、数据策略、数据隐私和安全。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
International Journal of Web Services Research
International Journal of Web Services Research 工程技术-计算机:软件工程
CiteScore
2.40
自引率
0.00%
发文量
19
审稿时长
>12 weeks
期刊介绍: The International Journal of Web Services Research (IJWSR) is the first refereed, international publication featuring the latest research findings and industry solutions involving all aspects of Web services technology. This journal covers advancements, standards, and practices of Web services, as well as identifies emerging research topics and defines the future of Web services on grid computing, multimedia, and communication. IJWSR provides an open, formal publication for high quality articles developed by theoreticians, educators, developers, researchers, and practitioners for those desiring to stay abreast of challenges in Web services technology.
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