大数据分析实施问题:以马来西亚一家大型银行为例

Eu-Gene Siew, Firdous Mohd Farouk
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引用次数: 1

摘要

本案例研究讨论了大数据分析的概念,包括管理和分析大型复杂数据,以发现模式和见解。实施大数据分析有很多好处,比如改善决策流程、加强会计流程和合规、促进营销活动,以及提供更好的信用风险评估程序。本案例研究旨在让学生了解在马来西亚商业银行实施大数据分析的挑战。学生扮演高级IT经理的角色,需要考虑实现问题的解决方案。尽管该团队建议使用基于云的服务作为解决这些问题的方案,但首席执行官表达了对安全风险的担忧,并要求其他替代解决方案。该团队还被要求为案例研究银行遇到的数据质量问题提出解决方案。
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Big data analytics implementation issues: A case study of a large bank in Malaysia
This case study discusses the concept of big data analytics, which involves managing and analyzing large, complex data to discover patterns and insights. Implementing big data analytics has many benefits, such as improving decision-making processes, enhancing accounting processes and compliance, boosting marketing campaigns, and providing better credit risk assessment procedures. This case study aims for the student to understand the challenges of big data analytics implementation in a Malaysian commercial bank. Students take on the role of a Senior IT Manager who needs to consider solutions to the implementation problems. Although the team proposed using cloud-based services as a solution to these issues, the CEO expressed concerns about security risks and requested other alternative solutions. The team has also been requested to come up with solutions to the data quality issues experienced by the case study bank.
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来源期刊
Journal of Information Technology Teaching Cases
Journal of Information Technology Teaching Cases Social Sciences-Library and Information Sciences
CiteScore
2.30
自引率
0.00%
发文量
29
期刊介绍: The Journal of Information Technology Teaching Cases (JITTC) provides contemporary practical case materials for teaching topics in business and government about uses and effectiveness of technology, the organisation and management of information systems and the impacts and consequences of information technology. JITTC is designed to assist academics, scholars, and teachers in universities and other institutions of executive education, as well as instructors of organizational training courses. Case topics include but are not restricted to: alignment with the organization, innovative uses of technology, emerging technologies, the management of IT, including strategy, business models, change, infrastructure, organization, human resources, sourcing, system development and implementation, communications, technology developments, technology impacts and outcomes, technology futures, national policies and standards.
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