Business Intelligence applied to Learning Analytics in student-centered learning processes.

被引:0
作者
Riofrio, Guido [1 ]
Encalada, Eduardo [1 ]
Guaman, Daniel [1 ]
Aguilar, Jose [1 ,2 ]
机构
[1] Univ Tecn Particular Loja, Loja, Ecuador
[2] Univ Los Andes, Merida, Venezuela
来源
2015 XLI LATIN AMERICAN COMPUTING CONFERENCE (CLEI) | 2015年
关键词
Business Intelligence; Learning Analytics; Online Learning; Data Mining;
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
This work aims to evaluate the use of Learning Analitycs (LA) in Higher Education; students, and attributes such as: profile, interactions in a virtual learning environment learning - for this use business intelligence paradigm in order to explore and exploit the data from one of the actors in the educational process is analyzed, test scores, among others, which will contribute to their educational success. In particular, this paper tries to answer the following specific objectives: To identify factors that influence the decision of a college student distance learning to abandon their studies and get the profile of potentially susceptible students from their university studies. To meet this purpose we define two analysis tasks learning and use a business intelligence methodology to implement it.
引用
收藏
页码:567 / 576
页数:10
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