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Contribution functions for quantitative bipolar argumentation graphs: A principle-based analysis

delete2024-10-01
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OA
AI
T
Timotheus Kampik *
N
Nico Potyka
X
Xiang Yin
K
Kristijonas Čyras
F
Francesca Toni
DOI:10.1016/j.ijar.2024.109255delete
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摘要

摘要

En 中文
We present a principle-based analysis of contribution functions for quantitative bipolar argumentation graphs that quantify the contribution of one argument to another. The introduced principles formalise the intuitions underlying different contribution functions as well as expectations one would have regarding the behaviour of contribution functions in general. As none of the covered contribution functions satisfies all principles, our analysis can serve as a tool that enables the selection of the most suitable function based on the requirements of a given use case.
Keyword:
Quantitative argumentation
Explainable AI
Automated reasoning
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期刊

International Journal of Approximate Reasoning 封面图
International Journal of Approximate Reasoning
IF:
3
论文数:
3.0K
被引数:
5.1K

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E
Ericsson
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1.1K
论文数: 1.0K
被引数: 0
U
Umea University
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1.4W
论文数: 1.4W
被引数: 134
I
Imperial College London
学者数:
8.3W
论文数: 7.3W
被引数: 11.1W
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