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The Multicriteria Assessment Methodology of the Decision Support System Implementation Effectiveness

机译:决策支持系统实施有效性的多准则评估方法

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摘要

The Multicriteria Assessment Methodology of the Decision Support System Implementation Effectiveness The multi-criteria assessment methodology of implementation effectiveness of information systems illustrated by an example of decision support system (DSS) realized in w information technologies is presented in the article. The assessment of DSS under consideration takes place using the knowledge recorded in the form of fuzzy neural network, collected in an enterprise, on the basis of earlier realized implementations of other information systems. A model of retrieved DSS is expressed by means of a set of functionalities serving business processes of the enterprise under consideration. A model of implementation undertaking determined by means of a set of preparatory actions for the implementation and a set of directly implementation and exploitation actions is built for the retrieved DSS as well. Furthermore, a vector determining a current and planned implementation state of a set of DSS functionalities in the enterprise at time moments, before and after the commencement of planned implementation of the retrieved DSS is built. A concept of trapezoidal fuzzy numbers is used in building DSS models. An adjustment of fuzzy parameters of DSS models takes place by means of geometrical method of maximum absolute error points. A presented methodology enables to execute a multi-criteria effectiveness assessment of planned undertaking in relation to subjective criteria established by the enterprise (preferred time, cost and values of priority indexes). Additionally, the knowledge collected on the basis of earlier realized implementations of information systems and applied imprecise description of parameters taking into account errors made in their estimation in the past is used.
机译:决策支持系统实施有效性的多准则评估方法本文以信息技术中实现的决策支持系统(DSS)为例,说明了信息系统实施有效性的多准则评估方法。所考虑的DSS的评估是根据企业在其他信息系统的较早实现的基础上,使用以模糊神经网络形式记录的知识(在企业中收集的)进行的。检索到的DSS模型是通过为正在考虑的企业的业务流程提供服务的一组功能来表示的。还为检索到的DSS建立了通过一系列用于实施的准备动作以及一组直接的实施和利用动作确定的实施承诺模型。此外,建立确定在企业中在检索的DSS的计划实施开始之前和之后的时刻的一组DSS功能的当前和计划的实施状态的向量。梯形模糊数的概念用于构建DSS模型。 DSS模型的模糊参数的调整是通过最大绝对误差点的几何方法进行的。所提出的方法能够相对于企业建立的主观标准(首选时间,成本和优先级指标值)对计划的业务执行多标准有效性评估。另外,使用了基于信息系统的较早实现的实现而收集的知识,并且对参数进行了不精确的描述,其中考虑了过去对其估计的错误。

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