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Title:
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AN APPROACH FOR DEVELOPING ONTOLOGIES USING CONCEPT MAPPING TECHNIQUE COUPLED WITH A TERM EXTRACTION PROCESS |
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Author(s):
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Rizwan Iqbal, Masrah Azrifah Azmi Murad, Aida Mustapha, Nurfadhlina Mohd. Sharef |
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ISBN:
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978-972-8939-98-4 |
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Editors:
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Piet Kommers, Tomayess Issa, Nurfadhlina Mohd Sharef and Pedro Isaías |
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Year:
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2013 |
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Edition:
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Single |
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Keywords:
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Ontology development, concept maps, domain ontologies, automatic term extraction. |
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Type:
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Full Paper |
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First Page:
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7 |
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Last Page:
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14 |
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Language:
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English |
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Cover:
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Full Contents:
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click to dowload 
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Paper Abstract:
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A number of ontology engineering methodologies have been proposed to date. Distinct methodologies rely on different techniques and activities to carry out the development of an ontology. The concept mapping technique has been recently used for developing ontologies related to different domains. However, the existing approaches using concept mapping do not make use of any automatic term extraction process to ease the overall ontology development process. This paper proposes a new approach which uses the concept mapping technique coupled with a Term Extraction Engine (TEE). The engine automatically extracts the candidate terms from the competency questions which are later used for creating the concept map. This concept map is later transformed in to a working ontology. The proposed approach reduces human efforts and eases the ontology development process. |
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