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A DEA-Based Approach for Information Technology Risk Assessment through Risk Information Technology Framework

机译:通过DEA的风险信息技术框架进行信息技术风险评估的方法

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摘要

The use of Information Technology (IT) in organizations is subject to various kinds of potential risks. Risk management is a key component of project management enables an organization to accomplish its mission(s). However, IT projects have often been found to be complex and risky to implement in organizations. The organizational relevance and risk of IT projects make it important for organizations to focus on ways in order to successfully implement IT projects. This paper focuses on the IT risk management, especially the risk assessment model and proposes a process oriented approach to risk management. To do this end, this paper applies the risk IT framework which has three main domains, i.e., Risk Governance (RG), risk analysis, Risk Response (RR) and 9 key processes. Then, a set of scenarios, which can improve the maturity level of risk IT processes, are considered and the impact of each scenario on the risk IT processes is determined by the expert opinions. Finally, the Data Envelopment Analysis (DEA) is customized to evaluate improvement scenarios and select the best one. The proposed methodology is applied to the Iran Telecommunication Research Centre (ITRC) to improve the maturity level of its IT risk management processes.
机译:在组织中使用信息技术(IT)会面临各种潜在风险。风险管理是项目管理的关键组成部分,它使组织能够完成其任务。但是,经常发现IT项目在组织中实施起来很复杂且存在风险。 IT项目的组织相关性和风险使组织必须重点关注成功实施IT项目的方法。本文着重于IT风险管理,尤其是风险评估模型,并提出了一种面向过程的风险管理方法。为此,本文采用了风险IT框架,该框架具有三个主要领域,即风险治理(RG),风险分析,风险响应(RR)和9个关键流程。然后,考虑可以提高风险IT流程成熟度的一组场景,并根据专家意见确定每种场景对风险IT流程的影响。最后,定制数据包络分析(DEA)以评估改进方案并选择最佳方案。提议的方法已应用于伊朗电信研究中心(ITRC),以提高其IT风险管理流程的成熟度。

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