Open access Jurnal SINTA 1
An adaptation of Text2Onto for supporting the French language
International Journal of Electrical and Computer Engineering (IJECE) · Vol. 10 No. 4 (2020)
- ISSN
- 2722-2578, 2088-8708
- Published
- 2020-08-01
- Publisher
- Institute of Advanced Engineering and Science
Abstract
The ontologies are progressively imposing themselves in the field of knowledge management. While the manual construction of an ontology is by far the most reliable, this task has proved to be too tedious and expensive. To assist humans in the process of building an ontology, several tools have emerged proposing the automatic or semi-automatic construction of ontologies. In this context, Text2Onto has become one of the most recognized ontology learning tools. The performance of this tool is confirmed by several research works. However, the development of this tool is based on Princeton WordNet (PWN) for English. As a result, it is limited to the processing of textual resources written in English. In this paper, we present our approach based on JWOLF, a Java API to access the free WordNet for French that we have developed to adapt this tool for the construction of ontologies from corpus in French. To evaluate the usefulness of our approach, we assessed the performance of the improved version of Text2Onto on a simplistic corpus of French language documents. The results of this experiment have shown that the improved version of Text2Onto according to our approach is effective for the construction of an ontology from textual documents in the French language.
Collaboration network of the authors
22 authors · 45 co-authorship links · 6 across different organisations
Hover or tap a name to highlight its co-authors. Double-click to open the author's page.
- University of Hassan II Casablanca
- École Normale Supérieure de l'Enseignement Technique de Mohammedia
- Arts et Métiers
- Affiliation unknown
- Different organisations
- Same organisation
- Affiliation unknown
- Thicker line = more joint articles · bigger circle = more articles
Show as table
| Co-author | Organisation | Joint articles |
|---|---|---|
| Abir El Yamami | University of Hassan II Casablanca | 4 |
| Ansar Daghouri | University of Hassan II Casablanca | 3 |
| Mustapha Riad | University of Hassan II Casablanca | 3 |
| Abdelghani Lakhdar | University of Hassan II Casablanca | 2 |
| Zineb Laabid | University of Hassan II Casablanca | 2 |
| El Hossein Illousamen | Affiliation unknown | 2 |
| Lamia Moudoubah | University of Hassan II Casablanca | 2 |
| Marouane El Midaoui | University of Hassan II Casablanca | 2 |
| Amina Ouatiq | University of Hassan II Casablanca | 2 |
| Kamal ElGuemmat | Affiliation unknown | 2 |
| Soukaina Gouraguine | University of Hassan II Casablanca | 2 |
| Aziz Moumen | University of Hassan II Casablanca | 1 |
| Abdelilah Chahid | École Normale Supérieure de l'Enseignement Technique de Mohammedia | 1 |
| Souad Ahriz | École Normale Supérieure de l'Enseignement Technique de Mohammedia | 1 |
| Kamal El Guemmat | École Normale Supérieure de l'Enseignement Technique de Mohammedia | 1 |
| Es-Saâdia Aoula | University of Hassan II Casablanca | 1 |
| Ayoub El-Alami | University of Hassan II Casablanca | 1 |
| Younes Nadir | University of Hassan II Casablanca | 1 |
| Ali Siadat | Arts et Métiers | 1 |
Affiliations come from OpenAlex; journal OAI-PMH metadata carries none. Authors without an OpenAlex ID are matched by name, which can merge or split people.