Applying Text Mining Methods to Construct a Domain Ontology from Definitions - Archive ouverte HAL Access content directly
Preprints, Working Papers, ... Year : 2023

Applying Text Mining Methods to Construct a Domain Ontology from Definitions

Abstract

This paper aims to describe a text-mining approach on a domain-specific corpus (cork) within the theoretical framework of the dual dimension of terminology. The objective is to construct a terminological dictionary and align it with an ontology. We will discuss various aspects, including (i) domain specificities; (ii) lexical markers; (iii) automatic corpus processing using Sketch Engine; (iv) representation of lexical networks through CmapTools; and (v) representation of the concept system using Protégé. The ontology’s aim is to provide logical support for the coherence and quality of the natural language definitions included in the terminological resource.
No file

Dates and versions

hal-04386603 , version 1 (10-01-2024)

Licence

Identifiers

  • HAL Id : hal-04386603 , version 1

Cite

Margarida Ramos, Rute Costa. Applying Text Mining Methods to Construct a Domain Ontology from Definitions. 2023. ⟨hal-04386603⟩
15 View
0 Download

Share

Gmail Mastodon Facebook X LinkedIn More