TOWARDS AVERAGE-CASE ALGORITHMS FOR ABSTRACT ARGUMENTATION

Samer Nofal; Paul Dunne; Katie Atkinson

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Paper

TOWARDS AVERAGE-CASE ALGORITHMS FOR ABSTRACT ARGUMENTATION

Topics: Knowledge Representation and Reasoning; Multi-Agent Systems

In Proceedings of the 4th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART, 225-230, 2012 , Vilamoura, Algarve, Portugal

Authors: Samer Nofal ; Paul Dunne and Katie Atkinson

Affiliation: University of Liverpool, United Kingdom

Keyword(s): Argumentation, Reasoning, Algorithms.

Related Ontology Subjects/Areas/Topics: Agents ; Artificial Intelligence ; Artificial Intelligence and Decision Support Systems ; Distributed and Mobile Software Systems ; Enterprise Information Systems ; Knowledge Engineering and Ontology Development ; Knowledge Representation and Reasoning ; Knowledge-Based Systems ; Multi-Agent Systems ; Software Engineering ; Symbolic Systems

Abstract: Algorithms for abstract argumentation are created without extensive consideration of average-case analysis. Likewise, thorough empirical studies have been rarely implemented to analyze these algorithms. This paper presents average-case methods in the context of value-based argumentation frameworks. These methods solve decision problems related to arguments’ acceptability. Experiments have shown indications of an improved average-case behavior in comparison to the naive ones.

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Paper citation in several formats:

Nofal, S.; Dunne, P. and Atkinson, K. (2012). TOWARDS AVERAGE-CASE ALGORITHMS FOR ABSTRACT ARGUMENTATION. In Proceedings of the 4th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART; ISBN 978-989-8425-95-9; ISSN 2184-433X, SciTePress, pages 225-230. DOI: 10.5220/0003714602250230

@conference{icaart12,
author={Samer Nofal. and Paul Dunne. and Katie Atkinson.},
title={TOWARDS AVERAGE-CASE ALGORITHMS FOR ABSTRACT ARGUMENTATION},
booktitle={Proceedings of the 4th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART},
year={2012},
pages={225-230},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003714602250230},
isbn={978-989-8425-95-9},
issn={2184-433X},
}

TY - CONF

JO - Proceedings of the 4th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART
TI - TOWARDS AVERAGE-CASE ALGORITHMS FOR ABSTRACT ARGUMENTATION
SN - 978-989-8425-95-9
IS - 2184-433X
AU - Nofal, S.
AU - Dunne, P.
AU - Atkinson, K.
PY - 2012
SP - 225
EP - 230
DO - 10.5220/0003714602250230
PB - SciTePress