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Feasibility study concerning the use of reasoning technique in semantic reasoners


Ting, Mary and Abdul Kadir, Rabiah and Tengku Sembok, Tengku Mohd and Ahmad, Fatimah and Azman, Azreen (2014) Feasibility study concerning the use of reasoning technique in semantic reasoners. In: 10th Asia Information Retrieval Societies Conference (AIRS 2014), 3-5 Dec. 2014, Kuching, Malaysia. (pp. 371-381).


Inference engine plays an important role in knowledge-based system, where it is used to perform reasoning when queries are entered. There is a need to incorporate a semantic reasoner in the engine, in order for it to perform reasoning. With the growth of Semantic Web and increasing number of ontology implemented recently, several semantic reasoner have been design and implemented to cater the need of the current ontology-based systems. Since there are various numbers of available semantic reasoners in the market for general knowledge-based system or ontology-based system, developers are required to choose an appropriate reasoner that met the system requirements when developing the engine. This paper will review six different ontology reasoners, which have been widely applied previously in ontology based system. By studying the strength and weaknesses of the techniques and algorithms implemented, developer able to select an appropriate reasoner that will work efficiently according to system requirements.

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Additional Metadata

Item Type: Conference or Workshop Item (Paper)
Divisions: Faculty of Computer Science and Information Technology
DOI Number: https://doi.org/10.1007/978-3-319-12844-3_32
Publisher: Springer International Publishing (SpringerLink)
Keywords: Reasoning technique; Reasoning algorithm; Tableau algorithm; Rulebased reasoner; Description logic
Depositing User: Nursyafinaz Mohd Noh
Date Deposited: 09 Jul 2015 07:46
Last Modified: 13 Jul 2015 04:47
Altmetrics: http://www.altmetric.com/details.php?domain=psasir.upm.edu.my&doi=10.1007/978-3-319-12844-3_32
URI: http://psasir.upm.edu.my/id/eprint/39321
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