一个导航和探索论证解决方案空间的可视化工具

Q3 Arts and Humanities
Comma Pub Date : 2022-01-01 DOI:10.3233/FAIA220146
Raimund Dachselt, S. A. Gaggl, M. Krötzsch, J. Méndez, Dominik Rusovac, Mei Yang
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引用次数: 2

摘要

. 抽象论证框架(AFs)求解器的最新发展使它们能够有效地计算许多语义的扩展。然而,对于许多输入实例,这些解决方案空间可能变得非常大且难以理解。到目前为止,为了进一步探索和调查自动对焦解决方案空间,用户需要使用后处理方法或手工制作工具。为了比较和探索两个选定语义的解空间,我们提出了一种视觉上支持用户的方法,通过将论证扩展的降维和扩展到可接受或拒绝的论证集的投影相结合。我们介绍了一种新颖的基于网络的可视化工具N EXAS,它允许对解决方案空间进行交互式探索,并对所选语义的单个参数的接受度进行统计分析,同时为参数的接受度提供交互式相关矩阵。我们通过三个用例的演练来验证这个工具。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
NEXAS: A Visual Tool for Navigating and Exploring Argumentation Solution Spaces
. Recent developments on solvers for abstract argumentation frameworks (AFs) made them capable to compute extensions for many semantics efficiently. However, for many input instances these solution spaces can become very large and incomprehensible. So far, for the further exploration and investigation of the AF solution space the user needs to use post-processing methods or handcrafted tools. To compare and explore the solution spaces of two selected semantics, we propose an approach that visually supports the user, via a combination of dimensionality reduction of argumentation extensions and a projection of extensions to sets of accepted or rejected arguments. We introduce the novel web-based visualization tool N EXAS that allows for an interactive exploration of the solution space together with a statistical analysis of the acceptance of individual arguments for the selected semantics, as well as provides an interactive correlation matrix for the acceptance of arguments. We validate the tool with a walk-through along three use cases.
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来源期刊
Comma
Comma Arts and Humanities-Conservation
CiteScore
0.20
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0.00%
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