Search:
Computing and Library Services - delivering an inspiring information environment

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: Computational Models of Argument : Proceedings of COMMA 2016. Frontiers in Artificial Intelligence and Applications, 287 . IOS Press, pp. 199-206. ISBN 978-1614996859

[img] PDF - Accepted Version
Restricted to Repository staff only

Download (203kB)

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
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
Related URLs:
Depositing User: Mauro Vallati
Date Deposited: 20 Jun 2016 16:05
Last Modified: 22 Dec 2016 19:42
URI: http://eprints.hud.ac.uk/id/eprint/28670

Downloads

Downloads per month over past year

Repository Staff Only: item control page

View Item View Item

University of Huddersfield, Queensgate, Huddersfield, HD1 3DH Copyright and Disclaimer All rights reserved ©