Visual Gorgias: A Mechanism for the Visualization of an Argumentation Dialogue

被引:1
|
作者
Vassiliades, Alexandros [1 ,2 ]
Papadimitriou, Ilias [1 ]
Bassiliades, Nick [1 ]
Patkos, Theodore [3 ]
机构
[1] Aristotle Univ Thessaloniki, Sch Informat, Thessaloniki, Greece
[2] Fdn Res & Technol, Inst Comp Sci, Thessaloniki, Greece
[3] Fdn Res & Technol, Inst Comp Sci, Iraklion, Greece
关键词
Argumentation; Argumentation Dialogue; Explainability; Visualization;
D O I
10.1145/3503823.3503852
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
The area of eXplainable Artificial Intelligence (XAI) has been given great attention during the last decade, due to the obscurity that exists on how a data-driven model makes a decision. One idea in order to make Artificial Intelligence (AI) systems more explainable is to use cognitive methods that humans use when reasoning. For instance, argumentation is a common method that humans use when they explain an opinion [13]. In this paper, we introduce a framework that produces the visualization of an explanation from an argumentation dialogue, and can be easily understood by any user. More specifically, we utilize the argumentation tree that Gorgias returns [7] for the acceptability of an argument, to create a graph that represents the explanation of the argumentation tree.
引用
收藏
页码:149 / 154
页数:6
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