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首页> 外文期刊>Information Sciences: An International Journal >Dynamic risks modelling in ERP maintenance projects with FCM
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Dynamic risks modelling in ERP maintenance projects with FCM

机译:使用FCM在ERP维护项目中进行动态风险建模

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摘要

Firms adopting Enterprise Resource Planning (ERP) have to maintain their applications until the end of the system life span. Proper ERP maintenance is a condition that is necessary to achieve the benefits expected of these packages. However, too many ERP maintenance projects result in failure. Numerous risks affect the development of these projects due to their size, complexity and high chance of failure. Therefore, risks management in ERP maintenance projects is a critical issue. In order to help practitioners, this paper studies the risks in this kind of projects. Particularly, we have built Fuzzy Cognitive Maps (FCMs) of ERP maintenance risks. The main advantage of FCM lies in them being capable of modelling complex phenomena based on the experts' perceptions. This tool models uncertainty and related events, imitating human reasoning. The tool proposed specifically models ERP maintenance project outcomes and risks perceptions, as well as their hidden interactions. Moreover, FCMs enable the developing of forecasting exercises through simulations. Practitioners would thus assess the joint influence of ERP maintenance risks on project outcomes. The results make known to practitioners which problems will arise if the risks are not treated, and how these will impact on the outcomes of projects. Therefore, the tool proposed would help them to manage ERP maintenance projects risks in a more effective and proactive way.
机译:采用企业资源计划(ERP)的公司必须维护其应用程序,直到系统寿命结束。正确的ERP维护是获得这些软件包预期收益的必要条件。但是,太多的ERP维护项目会导致失败。由于这些项目的规模,复杂性和失败的可能性很大,因此许多风险会影响这些项目的开发。因此,ERP维护项目中的风险管理是一个关键问题。为了帮助从业人员,本文研究了此类项目中的风险。特别是,我们建立了ERP维护风险的模糊认知图(FCM)。 FCM的主要优点在于它们能够根据专家的感知对复杂现象进行建模。该工具模拟不确定性和相关事件,模仿人类推理。提出的工具专门为ERP维护项目的结果和风险感知以及它们的隐藏交互建模。此外,FCM可以通过模拟开发预测演习。因此,从业人员将评估ERP维护风险对项目成果的共同影响。结果使从业人员知道,如果不处理风险,将会出现哪些问题,以及这些问题将如何影响项目的成果。因此,提出的工具将帮助他们以更有效和主动的方式管理ERP维护项目的风险。

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