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To Make Good Decision: A Group DSS for Multiple Criteria Alternative Rank and Selection

机译:做出正确的决定:针对多个标准的小组DSS替代等级和选择

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摘要

Decision making is a recursive process and usually involves multiple decision criteria. However, such multiple criteria decision making may have a problem in which partial decision criteria may conflict with each other. An information technology, such as the decision support system (DSS) and group DSS (GDSS), emerges to assist decision maker for decision-making process. Both the DSS and GDSS should integrate with a symmetrical approach to assist decision maker to take all decision criteria into consideration simultaneously. This study proposes a GDSS architecture named hybrid decision-making support model (HDMSM) and integrated four decision approaches (Delphi, DEMATEL, ANP, and MDS) to help decision maker to rank and select appropriate alternatives. The HDMSM consists of five steps, namely, criteria identification, criteria correlation calculation, criteria evaluation, critical criteria selection, and alternative rank and comparison. Finally, to validate the proposed feasibility of the proposed model, this study also conducts a case study to find out the important indexes of corporate social responsibility (CSR) from multiple perspectives. As the case study demonstrates the proposed HDMSM enables a group of decision makers to implement the MCDM effectively and help them to analyze the relation and degree of mutual influence among different evaluation factors.
机译:决策是一个递归过程,通常涉及多个决策标准。然而,这样的多准则决策可能存在部分决策准则可能彼此冲突的问题。诸如决策支持系统(DSS)和DSS组(GDSS)之类的信息技术应运而生,以协助决策者进行决策过程。 DSS和GDSS都应采用对称方法集成,以帮助决策者同时考虑所有决策标准。这项研究提出了一种名为混合决策支持模型(HDMSM)的GDSS体系结构,并集成了四种决策方法(Delphi,DEMATEL,ANP和MDS),以帮助决策者进行排名和选择合适的替代方案。 HDMSM包含五个步骤,即标准标识,标准相关性计算,标准评估,关键标准选择以及替代等级和比较。最后,为了验证所提出模型的可行性,本研究还进行了案例研究,以从多个角度找出企业社会责任的重要指标。如案例研究所示,HDMSM使一组决策者能够有效地实施MCDM,并帮助他们分析不同评估因素之间的关系和相互影响的程度。

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  • 来源
    《Mathematical Problems in Engineering》 |2015年第15期|186970.1-186970.15|共15页
  • 作者单位

    Natl Taipei Univ Technol, Grad Inst Informat Management, Taipei 106, Taiwan.;

    Natl Chengchi Univ, Dept Management Informat Syst, Taipei, Taiwan.;

    Natl Chengchi Univ, Dept Management Informat Syst, Taipei, Taiwan.;

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