| Revista: | Computación y sistemas |
| Base de datos: | |
| Número de sistema: | 000560357 |
| ISSN: | 1405-5546 |
| Autors: | Sierra Martínez, Luz Marina1 Cobos, Carlos Alberto1 Corrales Muñoz, Juan Carlos1 Rojas Curieux, Tulio1 Herrera Viedma, Enrique2 Peluffo Ordóñez, Diego Hernán3 |
| Institucions: | 1Universidad del Cauca, Departamentos de Informática, Telemática y Antropología, Popayan, Valle del Cauca. Colombia 2Universidad de Granada, Departamento de Informática e Inteligencia Artificial, Granada, Andalucía. España 3University Yachay Tech, Escuela de Matemáticas en Imbabura, Ibarra. Ecuador |
| Any: | 2018 |
| Període: | Jul-Sep |
| Volum: | 22 |
| Número: | 3 |
| Paginació: | 881-894 |
| País: | México |
| Idioma: | Inglés |
| Tipo de documento: | Artículo |
| Resumen en inglés | Nasa Yuwe is the language of the Nasa indigenous community in Colombia. It is currently threatened with extinction. In this regard, a range of computer science solutions have been developed to the teaching and revitalization of the language. One of the most suitable approaches is the construction of a Part-Of-Speech Tagging (POST), which encourages the analysis and advanced processing of the language. Nevertheless, for Nasa Yuwe no tagged corpus exists, neither is there a POS Tagger and no related works have been reported. This paper therefore concentrates on building a linguistic corpus tagged for the Nasa Yuwe language and generating the first tagging application for Nasa Yuwe. The main results and findings are 1) the process of building the Nasa Yuwe corpus, 2) the tagsets and tagged sentences, as well as the statistics associated with the corpus, 3) results of two experiments to evaluate several POS Taggers (a Random tagger, three versions of HSTAGger, a tagger based on the harmony search metaheuristic, and three versions of a memetic algorithm GBHS Tagger, based on Global-Best Harmony Search (GBHS), Hill Climbing and an explicit Tabu memory, which obtained the best results in contrast with the other methods considered over the Nasa Yuwe language corpus. |
| Disciplines | Ciencias de la computación |
| Paraules clau: | Inteligencia artificial |
| Keyword: | Part of speech tagger, Nasa Yuwe language, Tagged corpus, Harmony search, Global-best harmony search, Hill climbing, Tabu memory, Artificial intelligence |
| Text complet: | Texto completo (Ver HTML) Texto completo (Ver PDF) |
