Dung's Argumentation Framework: Unveiling the Expressive Power with Inconsistent Databases
Y. Mahmood, M. Hecher, A.-C. Ngonga Ngomo, ArXiv:2412.11617 (2024).
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Mahmood, YasirLibreCat;
Hecher, Markus;
Ngonga Ngomo, Axel-CyrilleLibreCat
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Abstract
The connection between inconsistent databases and Dung's abstract
argumentation framework has recently drawn growing interest. Specifically, an
inconsistent database, involving certain types of integrity constraints such as
functional and inclusion dependencies, can be viewed as an argumentation
framework in Dung's setting. Nevertheless, no prior work has explored the exact
expressive power of Dung's theory of argumentation when compared to
inconsistent databases and integrity constraints. In this paper, we close this
gap by arguing that an argumentation framework can also be viewed as an
inconsistent database. We first establish a connection between subset-repairs
for databases and extensions for AFs, considering conflict-free, naive,
admissible, and preferred semantics. Further, we define a new family of
attribute-based repairs based on the principle of maximal content preservation.
The effectiveness of these repairs is then highlighted by connecting them to
stable, semi-stable, and stage semantics. Our main contributions include
translating an argumentation framework into a database together with integrity
constraints. Moreover, this translation can be achieved in polynomial time,
which is essential in transferring complexity results between the two
formalisms.
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arXiv:2412.11617
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Cite this
Mahmood Y, Hecher M, Ngonga Ngomo A-C. Dung’s Argumentation Framework: Unveiling the Expressive Power with Inconsistent Databases. arXiv:241211617. Published online 2024.
Mahmood, Y., Hecher, M., & Ngonga Ngomo, A.-C. (2024). Dung’s Argumentation Framework: Unveiling the Expressive Power with Inconsistent Databases. In arXiv:2412.11617.
@article{Mahmood_Hecher_Ngonga Ngomo_2024, title={Dung’s Argumentation Framework: Unveiling the Expressive Power with Inconsistent Databases}, journal={arXiv:2412.11617}, author={Mahmood, Yasir and Hecher, Markus and Ngonga Ngomo, Axel-Cyrille}, year={2024} }
Mahmood, Yasir, Markus Hecher, and Axel-Cyrille Ngonga Ngomo. “Dung’s Argumentation Framework: Unveiling the Expressive Power with Inconsistent Databases.” ArXiv:2412.11617, 2024.
Y. Mahmood, M. Hecher, and A.-C. Ngonga Ngomo, “Dung’s Argumentation Framework: Unveiling the Expressive Power with Inconsistent Databases,” arXiv:2412.11617. 2024.
Mahmood, Yasir, et al. “Dung’s Argumentation Framework: Unveiling the Expressive Power with Inconsistent Databases.” ArXiv:2412.11617, 2024.