Academic Decision Making Model for Higher Education Institutions using Learning Analytics

被引:0
|
作者
Vanessa Nieto, Yuri [1 ]
Garcia Diaz, Vicente [2 ]
Enrique Montenegro, Carlos [3 ]
机构
[1] CUN, Corporac Unificada Nacl Educ Super, Bogota, Colombia
[2] Univ Oviedo, Oviedo, Spain
[3] Univ Dist Francisco Jose de Caldas, Bogota, Colombia
关键词
learning analytics; data mining; Extract Transform and Load (ETL); machine learning; software architecture;
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
Through the processes set out by Learning Analytics, this paper describes a decision making model which supports the managers of higher education institutions at the moment of making academic decisions. In the analysis and requirements phase, the importance of creating and categorizing indicators is presented in detail, thereby facilitating the finding of hidden patterns in the educational information. Our work in this field includes the modelling and construction of software architecture in which the work of said indicators is included. Finally, the implementation of this new decision making support tool is shown as the result during a pilot test carried out in a Public University in Latin America.
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页码:27 / 32
页数:6
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