| Journal: | Polibits |
| Database: | PERIÓDICA |
| System number: | 000373721 |
| ISSN: | 1870-9044 |
| Authors: | Merhben, Laroussi1 Zouaghi, Anis1 Zrigui, Mounir1 |
| Institutions: | 1Réseau National Universitaire Tunisien, Unite de Recherche en Technologies de l'Information et de la Communication, El Manar. Túnez |
| Year: | 2012 |
| Season: | Jul-Dic |
| Number: | 46 |
| Pages: | 49-54 |
| Country: | México |
| Language: | Inglés |
| Document type: | Artículo |
| Approach: | Experimental, aplicado |
| English abstract | In this paper we test some supervised algorithms that most of the existing related works of word sense disambiguation have cited. Due to the lack of linguistic data for the Arabic language, we work on non–annotated corpus and with the help of four annotators; we were able to annotate the different samples containing the ambiguous words. Since that, we test the Naïve Bayes algorithm, the decision lists and the exemplar based algorithm. During the experimental study, we test the influence of the window size on the disambiguation quality, the derivation and the technique of smoothing for the (2n+1)–grams. For these tests the exemplar based algorithm achieves the best rate of precision |
| Disciplines: | Ciencias de la computación |
| Keyword: | Procesamiento de datos, Lingüística aplicada, Algoritmos, Ambigüedad |
| Keyword: | Computer science, Data processing, Applied linguistics, Algorithms, Ambiguity |
| Full text: | Texto completo (Ver HTML) |
