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Authors: Raja Ayed 1 ; Bilel Elayeb 2 and Narjès Bellamine Ben Saoud 1

Affiliations: 1 Manouba University, Tunisia ; 2 Manouba University and Emirates College of Technology, Tunisia

Keyword(s): Possibility Theory, Arabic Morphological Disambiguation, Hadiths Structured Corpus, Classification Attributes.

Related Ontology Subjects/Areas/Topics: Applications ; Artificial Intelligence ; Knowledge Engineering and Ontology Development ; Knowledge-Based Systems ; Natural Language Processing ; Pattern Recognition ; Symbolic Systems

Abstract: We propose, in this paper, a possibilistic morphological approach to disambiguate hadiths Arabic texts using semantic knowledge. The disambiguation is considered as a classification problem. The possibilistic approach uses vocalized texts to train a possibilistic classifier in order to classify non-vocalized texts as they are more ambiguous. Morphological attributes are used for training and test. Hadiths are structured in XML format that provides semantic information. We enlarge the classification attributes’ set by adding semantic attributes extracted from the hadiths structure. We prove that the possibilistic approach gives the best rates using AlKhalil analyzer to prepare the training and the test sets. Our proposed possibilistic approach enhances disambiguation rates of Arabic hadiths’ texts when it includes semantic knowledge.

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Paper citation in several formats:
Ayed, R.; Elayeb, B. and Bellamine Ben Saoud, N. (2018). Possibilistic Morphological Disambiguation of Structured Hadiths Arabic Texts using Semantic Knowledge. In Proceedings of the 10th International Conference on Agents and Artificial Intelligence - Volume 1: ICAART; ISBN 978-989-758-275-2; ISSN 2184-433X, SciTePress, pages 565-572. DOI: 10.5220/0006651105650572

@conference{icaart18,
author={Raja Ayed. and Bilel Elayeb. and Narjès {Bellamine Ben Saoud}.},
title={Possibilistic Morphological Disambiguation of Structured Hadiths Arabic Texts using Semantic Knowledge},
booktitle={Proceedings of the 10th International Conference on Agents and Artificial Intelligence - Volume 1: ICAART},
year={2018},
pages={565-572},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0006651105650572},
isbn={978-989-758-275-2},
issn={2184-433X},
}

TY - CONF

JO - Proceedings of the 10th International Conference on Agents and Artificial Intelligence - Volume 1: ICAART
TI - Possibilistic Morphological Disambiguation of Structured Hadiths Arabic Texts using Semantic Knowledge
SN - 978-989-758-275-2
IS - 2184-433X
AU - Ayed, R.
AU - Elayeb, B.
AU - Bellamine Ben Saoud, N.
PY - 2018
SP - 565
EP - 572
DO - 10.5220/0006651105650572
PB - SciTePress

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