Applying Text Mining Methods to Construct a Domain Ontology from Definitions
This paper aims to describe a text-mining approach on a domain corpus (cork) within the theoretical framework of the dual dimension of terminology to create a terminological dictionary and correlate it with an ontology. We will make some considerations on (i) domain specificities; (ii) lexical marke...
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| Format: | Article |
| Language: | English |
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University of Bologna
2025-01-01
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| Series: | Umanistica Digitale |
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| Online Access: | https://umanisticadigitale.unibo.it/article/view/19284 |
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| _version_ | 1841549919083560960 |
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| author | Margarida Ramos Rute Costa |
| author_facet | Margarida Ramos Rute Costa |
| author_sort | Margarida Ramos |
| collection | DOAJ |
| description | This paper aims to describe a text-mining approach on a domain corpus (cork) within the theoretical framework of the dual dimension of terminology to create a terminological dictionary and correlate it with an ontology. We will make some considerations on (i) domain specificities; (ii) lexical markers; (iii) automatic corpus processing using Sketch Engine; (iv) representation of lexical networks using CmapTools; and (v) representation of the concept system using Protégé. The goal of the ontology is to logically support the coherence and quality of the natural language definitions contained in the terminological resource. |
| format | Article |
| id | doaj-art-45f52b77c38f4f6788f51a505061ae06 |
| institution | Kabale University |
| issn | 2532-8816 |
| language | English |
| publishDate | 2025-01-01 |
| publisher | University of Bologna |
| record_format | Article |
| series | Umanistica Digitale |
| spelling | doaj-art-45f52b77c38f4f6788f51a505061ae062025-01-10T11:37:24ZengUniversity of BolognaUmanistica Digitale2532-88162025-01-011810314310.6092/issn.2532-8816/1928417649Applying Text Mining Methods to Construct a Domain Ontology from DefinitionsMargarida Ramos0Rute Costa1NOVA CLUNL - Centro de Linguística da Universidade NOVA de LisboaNOVA CLUNL - Centro de Linguística da Universidade NOVA de LisboaThis paper aims to describe a text-mining approach on a domain corpus (cork) within the theoretical framework of the dual dimension of terminology to create a terminological dictionary and correlate it with an ontology. We will make some considerations on (i) domain specificities; (ii) lexical markers; (iii) automatic corpus processing using Sketch Engine; (iv) representation of lexical networks using CmapTools; and (v) representation of the concept system using Protégé. The goal of the ontology is to logically support the coherence and quality of the natural language definitions contained in the terminological resource.https://umanisticadigitale.unibo.it/article/view/19284terminologydefinitiondomain-ontologyknowledge-rich informationdomain corpusterminological dictionary |
| spellingShingle | Margarida Ramos Rute Costa Applying Text Mining Methods to Construct a Domain Ontology from Definitions Umanistica Digitale terminology definition domain-ontology knowledge-rich information domain corpus terminological dictionary |
| title | Applying Text Mining Methods to Construct a Domain Ontology from Definitions |
| title_full | Applying Text Mining Methods to Construct a Domain Ontology from Definitions |
| title_fullStr | Applying Text Mining Methods to Construct a Domain Ontology from Definitions |
| title_full_unstemmed | Applying Text Mining Methods to Construct a Domain Ontology from Definitions |
| title_short | Applying Text Mining Methods to Construct a Domain Ontology from Definitions |
| title_sort | applying text mining methods to construct a domain ontology from definitions |
| topic | terminology definition domain-ontology knowledge-rich information domain corpus terminological dictionary |
| url | https://umanisticadigitale.unibo.it/article/view/19284 |
| work_keys_str_mv | AT margaridaramos applyingtextminingmethodstoconstructadomainontologyfromdefinitions AT rutecosta applyingtextminingmethodstoconstructadomainontologyfromdefinitions |