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On the effectiveness of automated configuration in abstract argumentation reasoning

Cerutti, Federico, Vallati, Mauro and Giacomin, Massimiliano 2016. On the effectiveness of automated configuration in abstract argumentation reasoning. Presented at: The COMMA 2016: 6th International Conference on Computational Models of Argument, Potsdam, Germany, 12-16 September 2016.

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In this paper we investigate the impact of automated configuration techniques on the ArgSemSAT solver—runner-up of the ICCMA 2015—for solving the enumeration of preferred extensions. Moreover, we introduce a fully automated method for varying how argumentation frameworks are represented in the input file, and evaluate how the joint configuration of frameworks and ArgSemSAT parameters can have a remarkable impact on performance. Our findings suggest that automated configuration techniques lead to improved performances in argumentation solvers, an important message for participants to the forthcoming competition.

Item Type: Conference or Workshop Item (Paper)
Status: Unpublished
Schools: Advanced Research Computing @ Cardiff (ARCCA)
Computer Science & Informatics
Subjects: Q Science > QA Mathematics > QA75 Electronic computers. Computer science
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Date of First Compliant Deposit: 14 July 2016
Last Modified: 04 Jun 2017 09:14

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