信息技术项目评估和优先级排序的分层组决策方法

IF 1.9 Q3 MANAGEMENT Journal of Multi-Criteria Decision Analysis Pub Date : 2020-08-21 DOI:10.1002/mcda.1723
Özge Şahin Zorluoğlu, Özgür Kabak
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引用次数: 2

摘要

本研究的目的是定义一个新的层级群体决策问题。针对这一问题,提出了一种实用的信息技术(IT)项目评估和优先排序方法。HGDM是由大量的决策者或专家按层次结构组织而成的决策问题。针对这一问题,提出了一种实用的基于两两比较的求解方法。为了评估组织中的项目,特别是IT项目,许多dm的层次结构使用不同的标准集提出项目建议并评估被提议的项目。建议的HGDM方法应用于IT项目的评估和优先排序。使用提出的HGDM方法解决了一个涉及22个dm和专家的问题,该问题涉及三个层次结构、29个标准和15个项目。HGDM方法可以处理更复杂的现实问题,例如存在500多个项目、100个dm和专家以及100个标准的问题。本研究的独创性在于将HGDM引入到群体决策环境中。
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Hierarchical group decision-making approach for information technology project evaluation and prioritization

The purpose of this study is to define a novel hierarchical group decision-making (HGDM) problem. For this problem, a practical solution approach is proposed for information technology (IT) project evaluation and prioritization. HGDM is a decision-making problem with a large number of decision makers (DMs) or experts organized in a hierarchical structure. For this problem, a practical solution approach based on pairwise comparisons is developed. For evaluating the projects in organizations, specifically for the IT projects, a hierarchy of many DMs make project proposals and assess proposed projects using various sets of criteria. The proposed HGDM approach is applied to the evaluation and prioritization of IT projects. A problem with 22 DMs and experts in a three-level hierarchy, 29 criteria and 15 projects is solved using the proposed HGDM approach. The HGDM approach can deal with more complex real-life problems such as problems where more than 500 projects, 100 DMs and experts, and 100 criteria exist. The originality of the study is the introduction of HGDM in the group decision-making environment.

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来源期刊
CiteScore
4.70
自引率
10.00%
发文量
14
期刊介绍: The Journal of Multi-Criteria Decision Analysis was launched in 1992, and from the outset has aimed to be the repository of choice for papers covering all aspects of MCDA/MCDM. The journal provides an international forum for the presentation and discussion of all aspects of research, application and evaluation of multi-criteria decision analysis, and publishes material from a variety of disciplines and all schools of thought. Papers addressing mathematical, theoretical, and behavioural aspects are welcome, as are case studies, applications and evaluation of techniques and methodologies.
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