E-learning process through text mining for academic literacy

被引:0
作者
Pulgarin Rodriguez, Maira Alejandra [1 ]
Fierro Chong, Barbara Maricely [2 ]
Ossa Taborda, Erica Maria [1 ]
机构
[1] Univ Corp Minuto de Dios Uniminuto Univ, Fac Educ, Medellin, Colombia
[2] Matanzas Univ, Fac Educ, Matanzas, Cuba
关键词
text mining; terminological work; cognitive processes; e-; learning; academic literacy; reading comprehension; academic writing;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The aim of this paper is to present the results of a research carried out in a virtual faculty of education in a private university in Colombia. It consists of the characterisation of students' abilities for reading and writing comprehension for academic literacy. This study verifies the effectiveness of an e-learning platform implementation for all the programs incorporated in such faculty. The university established a methodological procedure for text mining in order to identify specific keywords in different text typologies for specialised areas. This platform allows professors and students to develop an expertise in disciplines using text mining as an interdisciplinary strategy to build the knowledge and improve the quality in their professional context.
引用
收藏
页码:283 / 298
页数:16
相关论文
共 19 条
[1]  
Barbera E., 2008, Aprender e-learning
[2]  
Bonilla L., 2015, MEMORIES PAPER PRESE
[3]  
Carlino P., 2013, Revista Mexicana de Investigacion Educativa, V18, P355
[4]  
Carlino P, 2008, DESAFIOS LECT ESCRIT, P159
[5]  
Cassany D., 2006, Tras las lineas. Sobre la lectura contemporanea
[6]  
Fierro B., 2015, C INT LECT 2015
[7]  
Hearst M.A., 1999, P ASS COMPUTATIONAL, P3, DOI DOI 10.3115/1034678.1034679
[8]  
Instituto Colombiano para la Evaluacion de la Educacion (ICFES), 2018, INF NAC RES PRO 2016
[9]  
Kodratoff Y., 1999, P 11 INT S FDN INT S
[10]  
Levy P., 2004, INTELIGENCIA COLECTI