解释结构建模

Aastha Behl, Abhinav Pal
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引用次数: 1

摘要

本章阐述了多准则决策分析(MCDA)中的ISM(解释结构建模)技术。ISM是一种识别与作者研究问题有关的各种因素之间相互关系的方法。这项技术从识别关键因素开始,通过广泛的文献综述收集研究。在专家意见的帮助下,对这些因素进行了验证。配对比较分析有助于建立结构自相互作用矩阵(SSIM)。接下来是将SSIM转换为可达性矩阵,划分为不同的级别。这有助于开发图表,并借助该图表开发ISM模型。它还附有MICMAC分析,该分析显示了研究中考虑的每个因素的驱动能力和依赖能力的图形图。本章将通过假设的案例帮助理解应用ISM技术所涉及的步骤。
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Interpretive Structural Modeling
The chapter explains the technique of ISM (Interpretive Structural Modeling) in Multi-criteria decision Analysis (MCDA). ISM is a method to identify inter relationship among various factors pertaining to the authors' research problem. This technique starts with identification of key factors, collected through an extensive literature review of the study. The factors are validated with the help of expert opinions. A pair wise comparative analysis helps in developing a structural self-interaction matrix (SSIM). This is followed by conversion of SSIM to Reachability Matrix, partitioned into different levels. This helps in developing a diagraph, with the help of which an ISM Model is developed. It is also accompanied by MICMAC Analysis which presents a graphical picture of the driving power and dependence power of each factor considered for the study. The chapter would help in understanding the steps involved in the application of ISM technique with the help of hypothetical cases.
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