Semi-Automatic Creation of Ontologies from Unstructured Pedagogical Texts to Assist in Significant Learning



Título del documento: Semi-Automatic Creation of Ontologies from Unstructured Pedagogical Texts to Assist in Significant Learning
Revista: Computación y sistemas
Base de datos:
Número de sistema: 000560649
ISSN: 1405-5546
Autores: 1
1
1
Instituciones: 1Benemérita Universidad Autónoma de Puebla, Facultad de Ciencias de la Computación, Puebla. México
Año:
Periodo: Ene-Mar
Volumen: 26
Número: 1
Paginación: 245-260
País: México
Idioma: Inglés
Tipo de documento: Artículo
Resumen en inglés This article shows the advances of an methodology for ontological learning research applied to a pedagogical subdomain. The main proposal focuses on the use of Natural Language Processing and Information Retrieval techniques in all phases of ontological learning process. For analysis, Spanish language, with resources related to significant learning and the personalization of teaching were used. Theoretical elements that are considered important to help in synchronous learning are analyzed: learning styles, types of intelligences and learning strategies. In particular, this work describes the final step (evaluation) through a handcrafted process for building ontologies and the comparison with the obtained results using the semi automatic methodology. Results show a high level of similarity between both process, making the methodology viable to apply to other subdomains of the pedagogical area.
Disciplinas: Ciencias de la computación
Palabras clave: Inteligencia artificial
Keyword: Artificial intelligence
Texto completo: Texto completo (Ver HTML) Texto completo (Ver PDF)