版本 [1.0]- HAT-VIS - 基于 MATLAB 的超图可视化工具

IF 2.4 4区 计算机科学 Q2 COMPUTER SCIENCE, SOFTWARE ENGINEERING SoftwareX Pub Date : 2024-11-15 DOI:10.1016/j.softx.2024.101963
Tímea Czvetkó, János Abonyi
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引用次数: 0

摘要

HAT-VIS 是在 MATLAB 环境中设计的超图可视化工具,用于描述超图中存在的内在关系。由于目前专门用于超图分析和可视化的 MATLAB 工具很少,因此有必要开发 HAT-VIS,它既可以是一个独立的工具,也可以集成到 HAT:超图分析工具箱和其他 MATLAB 库中。HAT-VIS 通过多维缩放利用顶点相似性,为超图可视化提供了宝贵的资源,与现有超图可视化工具中主要采用的强制布局技术不同,HAT-VIS 可根据顶点位置提供更多可解释的见解。通过发现顶点之间的关系,拟议的工具可为决策提供信息。HAT-VIS 的适用性将通过一个关于电动汽车开发的案例研究来展示。
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Version [1.0]- HAT-VIS — A MATLAB-based hypergraph visualization tool
HAT-VIS is a hypergraph visualization tool designed within the MATLAB environment, serving to depict the inherent relationships present within hypergraphs. The current scarcity of MATLAB tools dedicated to the analysis and visualization of hypergraphs necessitated the development of the HAT-VIS, which can be an independent, standalone tool or integrated within the HAT: Hypergraph Analysis Toolbox and other MATLAB libraries. HAT-VIS offers a valuable resource for visualizing hypergraphs by leveraging vertex similarities through multidimensional scaling, providing additional interpretable insights based on the location of vertices, in contrast to the predominantly employed forced layout techniques in existing hypergraph visualization tools. The proposed tool can be used to inform decision making by discovering relationships between vertices. The applicability of HAT-VIS is demonstrated through an illustrative case study on the development of electric vehicles.
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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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