Fuzzy decision support system for evaluation and prioritisation of critical success factors for the development of agricultural DSS

Q4 Business, Management and Accounting
S. Mir, T. Padma
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引用次数: 3

Abstract

Overwhelmingly, surveys of agricultural DSSs (agDSSs) have revealed a general lack of support which could influence actual practice. Reasons behind DSS rejection were multiple. Accordingly, various strategies and approaches were proposed for their uptake. But developers often use their own criteria, priorities, and strategies during various developmental phases, mainly due to complex and vague nature of interactions between multiple factors describing DSS vis-a-vis, non-availability of critical success factors and their characterisation. Multiple-criteria decision making (MCDM) methods are widely used under these circumstances to facilitate systematic and lucid decision support, chalk out multiple decision outcomes and equip decision maker with confident decision choices to lead the process to its coherent ending. This research proposes a fuzzy decision support system to evaluate and prioritise critical success factors for the development of agricultural DSSs and provides an estimate of weightings, which measure the relative importance of these factors under generic multi-criteria settings. The results envisage that the proposed system supplements agDSS developers with more precise key decision support information.
农业决策支持系统发展关键成功因素的模糊决策支持系统
绝大多数情况下,对农业DSSs(agDSSs)的调查显示,普遍缺乏支持,这可能会影响实际实践。DSS被拒绝的原因有很多。因此,提出了各种战略和方法来吸收它们。但是,开发人员在不同的开发阶段经常使用自己的标准、优先级和策略,这主要是由于描述DSS的多个因素之间的相互作用的复杂性和模糊性,以及关键成功因素及其特征的不可用性。在这种情况下,多准则决策(MCDM)方法被广泛使用,以促进系统和清晰的决策支持,列出多个决策结果,并为决策者提供自信的决策选择,从而引导过程达到连贯的结局。本研究提出了一个模糊决策支持系统,用于评估和优先考虑农业DSSs发展的关键成功因素,并提供了权重的估计,用于衡量这些因素在通用多标准设置下的相对重要性。结果表明,所提出的系统为agDSS开发人员提供了更精确的关键决策支持信息。
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来源期刊
International Journal of Multicriteria Decision Making
International Journal of Multicriteria Decision Making Business, Management and Accounting-Strategy and Management
CiteScore
0.70
自引率
0.00%
发文量
9
期刊介绍: IJMCDM is a scholarly journal that publishes high quality research contributing to the theory and practice of decision making in ill-structured problems involving multiple criteria, goals and objectives. The journal publishes papers concerning all aspects of multicriteria decision making (MCDM), including theoretical studies, empirical investigations, comparisons and real-world applications. Papers exploring the connections with other disciplines in operations research and management science are particularly welcome. Topics covered include: -Artificial intelligence, evolutionary computation, soft computing in MCDM -Conjoint/performance measurement -Decision making under uncertainty -Disaggregation analysis, preference learning/elicitation -Group decision making, multicriteria games -Multi-attribute utility/value theory -Multi-criteria decision support systems and knowledge-based systems -Multi-objective mathematical programming -Outranking relations theory -Preference modelling -Problem structuring with multiple criteria -Risk analysis/modelling, sensitivity/robustness analysis -Social choice models -Theoretical foundations of MCDM, rough set theory -Innovative applied research in relevant fields
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