decideXpert: Collaborative system using AHP-TOPSIS and fuzzy techniques for multicriteria group decision-making

IF 2.4 4区 计算机科学 Q2 COMPUTER SCIENCE, SOFTWARE ENGINEERING SoftwareX Pub Date : 2025-02-01 Epub Date: 2024-12-28 DOI:10.1016/j.softx.2024.102026
Abdelghani Saoud , Mohamed Lachgar , Mohamed Hanine , Roa El Dhimni , Kawtar El Azizi , Hajar Machmoum
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Abstract

In the evolving field of decision support systems, there is a critical need for tools that can address complex multi-criteria decision-making (MCDA) challenges with flexibility and a user-centric approach. This paper presents decideXpert, a platform that integrates both traditional and fuzzy versions of the Analytic Hierarchy Process (AHP) and the Technique for Order of Preference by Similarity to Ideal Solution (TOPSIS). Unlike many current systems that rely on standalone methods or lack user-friendly interfaces, decideXpert provides a cohesive, single-page application. It offers a guided experience that is immediately usable without the need for programming skills. Built with a robust and scalable technology stack – Java and Spring Boot for the backend, Angular for the frontend, and MySQL for data management – decideXpert ensures cross-platform compatibility and an intuitive user experience. Its integration of fuzzy logic enhances decision-making by effectively managing subjective judgments and uncertainties. Additionally, the platform enables collaborative decision-making by allowing multiple stakeholders to contribute their expertise, ensuring a more comprehensive evaluation process. This paper explores the platform’s architecture and key functionalities, demonstrating its practical utility through case studies that highlight its adaptability in complex decision-making contexts.
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decisixpert:使用AHP-TOPSIS和模糊技术进行多准则群体决策的协作系统
在不断发展的决策支持系统领域,迫切需要能够灵活和以用户为中心的方法解决复杂多标准决策(MCDA)挑战的工具。本文介绍了一个集传统层次分析法(AHP)和模糊层次分析法(TOPSIS)于一体的决策平台decisixpert。与许多依赖独立方法或缺乏用户友好界面的当前系统不同,decisixpert提供了一个内聚的单页面应用程序。它提供了一种无需编程技能即可立即使用的引导体验。基于强大且可扩展的技术栈——Java和Spring Boot用于后端,Angular用于前端,MySQL用于数据管理——decisixpert确保了跨平台兼容性和直观的用户体验。它的模糊逻辑集成通过有效地管理主观判断和不确定性来提高决策能力。此外,该平台允许多个利益相关者贡献他们的专业知识,从而实现协作决策,确保更全面的评估过程。本文探讨了该平台的架构和关键功能,并通过案例研究展示了其在复杂决策环境中的适应性。
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来源期刊
SoftwareX
SoftwareX COMPUTER SCIENCE, SOFTWARE ENGINEERING-
CiteScore
5.50
自引率
2.90%
发文量
184
审稿时长
9 weeks
期刊介绍: SoftwareX aims to acknowledge the impact of software on today''s research practice, and on new scientific discoveries in almost all research domains. SoftwareX also aims to stress the importance of the software developers who are, in part, responsible for this impact. To this end, SoftwareX aims to support publication of research software in such a way that: The software is given a stamp of scientific relevance, and provided with a peer-reviewed recognition of scientific impact; The software developers are given the credits they deserve; The software is citable, allowing traditional metrics of scientific excellence to apply; The academic career paths of software developers are supported rather than hindered; The software is publicly available for inspection, validation, and re-use. Above all, SoftwareX aims to inform researchers about software applications, tools and libraries with a (proven) potential to impact the process of scientific discovery in various domains. The journal is multidisciplinary and accepts submissions from within and across subject domains such as those represented within the broad thematic areas below: Mathematical and Physical Sciences; Environmental Sciences; Medical and Biological Sciences; Humanities, Arts and Social Sciences. Originating from these broad thematic areas, the journal also welcomes submissions of software that works in cross cutting thematic areas, such as citizen science, cybersecurity, digital economy, energy, global resource stewardship, health and wellbeing, etcetera. SoftwareX specifically aims to accept submissions representing domain-independent software that may impact more than one research domain.
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