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Journal ArticleDOI

Evaluating the criteria for human resource for science and technology (HRST) based on an integrated fuzzy AHP and fuzzy DEMATEL approach

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TLDR
It is found out Infrastructure might be more critical since it is a cause and will directly influence human resource for science and technology performance and improvement should be started with Infrastructure.
Abstract
This study intends to use a combination of fuzzy Analytic Hierarchy Process (AHP) and fuzzy Decision-making Trial and Evaluation Laboratory (DEMATEL) method in human resource for science and technology (HRST). Specifically, this study first uses AHP to evaluate the weighting for each criterion and then use DEMATEL method to establish contextual relationships among those criteria. We find out Infrastructure might be more critical since it is a cause and will directly influence human resource for science and technology performance. For human resource for science and technology (HRST), improving Infrastructure might be a better choice for the long period of time. Moreover, Education, R&D Expenses and Immediate output are more important second-tier criteria than Value, Cooperation, Labor Market, Human Capital and Intermediate output. Therefore, the improvement should be started with Infrastructure, particularly on identification of the Education, R&D Expenses and Immediate output.

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Citations
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Journal ArticleDOI

Fuzzy multiple criteria decision-making techniques and applications - Two decades review from 1994 to 2014

TL;DR: This study reviewed a total of 403 papers published from 1994 to 2014 in more than 150 peer reviewed journals and indicated that, in 2013, scholars have published papers more than other years.
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DEMATEL Technique: A Systematic Review of the State-of-the-Art Literature on Methodologies and Applications

TL;DR: Decision making trial and evaluation laboratory (DEMATEL) is considered as an effective method for the identification of cause-effect chain components of a complex system as discussed by the authors, which deals with evaluating interdependent relationships among factors and finding the critical ones through a visual structural model.
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A state-of the-art survey & testbed of fuzzy AHP (FAHP) applications

TL;DR: A literature review of 190 application papers, published between 2004 and 2016, by classifying them on the basis of the area of application, the identified theme, the year of publication, and so forth, shows that FAHP is used primarily in the Manufacturing, Industry and Government sectors.
Journal ArticleDOI

Evaluating teaching performance based on fuzzy AHP and comprehensive evaluation approach

TL;DR: A novel framework for teaching performance evaluation based on the combination of fuzzy AHP and fuzzy comprehensive evaluation method is presented and it is expected that this work may serve as an assistance tool for managers of higher education institutions in improving the educational quality level.
Journal ArticleDOI

A novel hybrid MCDM model based on fuzzy DEMATEL, fuzzy ANP and fuzzy VIKOR for city logistics concept selection

TL;DR: A novel hybrid MCDM model that combines fuzzy Decision Making Trial and Evaluation Laboratory Model (DEMATEL), fuzzy Analytical Network Process (ANP) and fuzzy Visekriterijumska Optimizacija i kompromisno Resenje (VIKOR) methods is developed and successfully performed in this paper for the City of Belgrade.
References
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Book

Fuzzy sets

TL;DR: A separation theorem for convex fuzzy sets is proved without requiring that the fuzzy sets be disjoint.
Journal ArticleDOI

Fuzzy hierarchical analysis

TL;DR: A new method of finding the fuzzy weights in fuzzy hierarchical analysis which is the direct fuzzification of the original method used by Saaty (1980) in the analytic hierarchy process is presented.
Journal ArticleDOI

Evaluating intertwined effects in e-learning programs: A novel hybrid MCDM model based on factor analysis and DEMATEL

TL;DR: Empirical experimental results show the proposed new novel hybrid MCDM model is capable of producing effective evaluation of e-learning programs with adequate criteria that fit with respondent's perception patterns, especially when the evaluation criteria are numerous and intertwined.
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Developing global managers’ competencies using the fuzzy DEMATEL method

TL;DR: An effective method combining fuzzy logic and Decision Making Trial and Evaluation Laboratory (DEMATEL) to segment required competencies for better promoting the competency development of global managers is proposed.
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Fuzzy MCDM approach for planning and design tenders selection in public office buildings

TL;DR: In this article, a fuzzy multi-criteria analysis approach for selecting of planning and design (P&D) alternatives in public office building is presented, where fuzzy numbers for linguistic terms are used to deal with subjectivity and vagueness in the alternatives selection process.
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