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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. In: Proceedings of The 6th International Conference on Computational Models of Argument (COMMA). IOS Press. (In Press)

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Abstract

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: Book Chapter
Subjects: Q Science > QA Mathematics > QA75 Electronic computers. Computer science
Q Science > QA Mathematics > QA76 Computer software
Schools: School of Computing and Engineering > High-Performance Intelligent Computing > Planning, Autonomy and Representation of Knowledge
School of Computing and Engineering > High-Performance Intelligent Computing > Planning, Autonomy and Representation of Knowledge

School of Computing and Engineering
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Depositing User: Mauro Vallati
Date Deposited: 20 Jun 2016 16:05
Last Modified: 10 Dec 2016 03:20
URI: http://eprints.hud.ac.uk/id/eprint/28670

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