ENTAILMENT OF CAUSAL QUERIES IN NARRATIVES USING ACTION LANGUAGE

Pawan Goyal; Laxmidhar Behera; T. M. Mcginnity

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Paper

ENTAILMENT OF CAUSAL QUERIES IN NARRATIVES USING ACTION LANGUAGE

Topics: Information Extraction

In Proceedings of the International Conference on Knowledge Discovery and Information Retrieval - Volume 0IC3K, 112-118, 2009 , Funchal - Madeira, Portugal

Authors: Pawan Goyal ¹ ; Laxmidhar Behera ² and T. M. Mcginnity ¹

Affiliations: ¹ University of Ulster, United Kingdom ; ² University of Ulster; Indian Institute of Technology, United Kingdom

Keyword(s): Question answering, Plan recognition.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Information Extraction ; Knowledge Discovery and Information Retrieval ; Knowledge-Based Systems ; Symbolic Systems

Abstract: In this paper, Action Language formalism has been used to reason about narratives in a multi agent framework. The actions have been given a semantic frame representation. Hypothetical situations have been dealt using different states for world knowledge and agents’ knowledge. A notion of plan recognition has been proposed to answer causal queries. Finally, an algorithm has been proposed for automatically translating a given narrative into the representation and causal query entailment has been shown.

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Paper citation in several formats:

Goyal, P.; Behera, L. and M. Mcginnity, T. (2009). ENTAILMENT OF CAUSAL QUERIES IN NARRATIVES USING ACTION LANGUAGE. In Proceedings of the International Conference on Knowledge Discovery and Information Retrieval (IC3K 2009) - KDIR; ISBN 978-989-674-011-5; ISSN 2184-3228, SciTePress, pages 112-118. DOI: 10.5220/0002275601120118

@conference{kdir09,
author={Pawan Goyal. and Laxmidhar Behera. and T. {M. Mcginnity}.},
title={ENTAILMENT OF CAUSAL QUERIES IN NARRATIVES USING ACTION LANGUAGE},
booktitle={Proceedings of the International Conference on Knowledge Discovery and Information Retrieval (IC3K 2009) - KDIR},
year={2009},
pages={112-118},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002275601120118},
isbn={978-989-674-011-5},
issn={2184-3228},
}

TY - CONF

JO - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval (IC3K 2009) - KDIR
TI - ENTAILMENT OF CAUSAL QUERIES IN NARRATIVES USING ACTION LANGUAGE
SN - 978-989-674-011-5
IS - 2184-3228
AU - Goyal, P.
AU - Behera, L.
AU - M. Mcginnity, T.
PY - 2009
SP - 112
EP - 118
DO - 10.5220/0002275601120118
PB - SciTePress