Preliminary study on an ontology learning from textual data
Natural language understanding is needed to intelligently handle the large volumes of information that is explosive growth over the last decade on the WWW. Ontologies may help with analyzing and understanding text where ontology provides a capability to represent objects, concepts and other entities...
| Main Authors: | , |
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| Format: | Conference or Workshop Item |
| Language: | English |
| Published: |
2006
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| Subjects: | |
| Online Access: | http://eprints.utm.my/3338/ http://eprints.utm.my/3338/1/NaomiSalim2006_PreliminaryStudyonanOntologyLearning.pdf |
| _version_ | 1848890549546778624 |
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| author | Saad, Saidah Salim, Naomi |
| author_facet | Saad, Saidah Salim, Naomi |
| author_sort | Saad, Saidah |
| building | UTeM Institutional Repository |
| collection | Online Access |
| description | Natural language understanding is needed to intelligently handle the large volumes of information that is explosive growth over the last decade on the WWW. Ontologies may help with analyzing and understanding text where ontology provides a capability to represent objects, concepts and other entities and the relationships between them. Ontologies may be used as a tool for finding possible meanings of words in text, and meaning of text in general. Now, much of this ontology development has been directed towards extraction from textual data as human language is a primary mode of knowledge transfer. The aim of this paper is to give a general overview and preliminary study on some of the ontology learning from text that plays a prominent role on the knowledge retrieval and how the ontological semantic can be improved through the adoption of semantic web technology |
| first_indexed | 2025-11-15T20:43:50Z |
| format | Conference or Workshop Item |
| id | utm-3338 |
| institution | Universiti Teknologi Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T20:43:50Z |
| publishDate | 2006 |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | utm-33382010-10-11T07:43:01Z http://eprints.utm.my/3338/ Preliminary study on an ontology learning from textual data Saad, Saidah Salim, Naomi QA75 Electronic computers. Computer science Natural language understanding is needed to intelligently handle the large volumes of information that is explosive growth over the last decade on the WWW. Ontologies may help with analyzing and understanding text where ontology provides a capability to represent objects, concepts and other entities and the relationships between them. Ontologies may be used as a tool for finding possible meanings of words in text, and meaning of text in general. Now, much of this ontology development has been directed towards extraction from textual data as human language is a primary mode of knowledge transfer. The aim of this paper is to give a general overview and preliminary study on some of the ontology learning from text that plays a prominent role on the knowledge retrieval and how the ontological semantic can be improved through the adoption of semantic web technology 2006-05 Conference or Workshop Item NonPeerReviewed application/pdf en http://eprints.utm.my/3338/1/NaomiSalim2006_PreliminaryStudyonanOntologyLearning.pdf Saad, Saidah and Salim, Naomi (2006) Preliminary study on an ontology learning from textual data. In: Postgraduate Annual Research Seminar 2006 (PARS 2006), 24 - 25 May 2006, Postgraduate Studies Department FSKSM, UTM Skudai. |
| spellingShingle | QA75 Electronic computers. Computer science Saad, Saidah Salim, Naomi Preliminary study on an ontology learning from textual data |
| title | Preliminary study on an ontology learning from textual data |
| title_full | Preliminary study on an ontology learning from textual data |
| title_fullStr | Preliminary study on an ontology learning from textual data |
| title_full_unstemmed | Preliminary study on an ontology learning from textual data |
| title_short | Preliminary study on an ontology learning from textual data |
| title_sort | preliminary study on an ontology learning from textual data |
| topic | QA75 Electronic computers. Computer science |
| url | http://eprints.utm.my/3338/ http://eprints.utm.my/3338/1/NaomiSalim2006_PreliminaryStudyonanOntologyLearning.pdf |