Towards an Arabic Ontology - Defining Morpho-lexical Patterns for Semantic Relation Extraction

Mohamed Mahdi Boudabous; Fatiha Sadat; Lamia Hadrich Belguith

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Paper

Towards an Arabic Ontology - Defining Morpho-lexical Patterns for Semantic Relation Extraction

In Proceedings of the 14th International Conference on Enterprise Information Systems - Volume 1: SCOE, 342-348, 2012 , Wroclaw, Poland

Authors: Mohamed Mahdi Boudabous ¹ ; Fatiha Sadat ² and Lamia Hadrich Belguith ¹

Affiliations: ¹ University of Sfax, Tunisia ; ² Université du Québec à Montréal (UQAM), Canada

Keyword(s): Arabic Ontology, Morpho-lexical Patterns, Wikipedia, Semantic Relations, Pattern Definition.

Abstract: In this paper, we propose a method for defining morpho-lexical patterns used to detect semantic relation between Arabic nouns. This method is based on study corpus built from online encyclopedia. This corpus consists of a set of articles selected on the basis of a database containing pairs of terms linked by semantic relations. Defined patterns are then implemented using NooJ platform. The pattern evaluation result is very encouraging. We obtained 79% as F-Measure rate.

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Paper citation in several formats:

Mahdi Boudabous, M.; Sadat, F. and Hadrich Belguith, L. (2012). Towards an Arabic Ontology - Defining Morpho-lexical Patterns for Semantic Relation Extraction. In Proceedings of the 14th International Conference on Enterprise Information Systems (ICEIS 2012) - Volume 1: SCOE; ISBN 978-989-8565-11-2; ISSN 2184-4992, SciTePress, pages 342-348. DOI: 10.5220/0004157603420348

@conference{scoe12,
author={Mohamed {Mahdi Boudabous}. and Fatiha Sadat. and Lamia {Hadrich Belguith}.},
title={Towards an Arabic Ontology - Defining Morpho-lexical Patterns for Semantic Relation Extraction},
booktitle={Proceedings of the 14th International Conference on Enterprise Information Systems (ICEIS 2012) - Volume 1: SCOE},
year={2012},
pages={342-348},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0004157603420348},
isbn={978-989-8565-11-2},
issn={2184-4992},
}

TY - CONF

JO - Proceedings of the 14th International Conference on Enterprise Information Systems (ICEIS 2012) - Volume 1: SCOE
TI - Towards an Arabic Ontology - Defining Morpho-lexical Patterns for Semantic Relation Extraction
SN - 978-989-8565-11-2
IS - 2184-4992
AU - Mahdi Boudabous, M.
AU - Sadat, F.
AU - Hadrich Belguith, L.
PY - 2012
SP - 342
EP - 348
DO - 10.5220/0004157603420348
PB - SciTePress