%0 Journal Article
%A Alfonso, David
%A Manjarrés Riesco, Ángeles
%A Pickin, Simón James
%T Semi-automatic generation of competency maps based on educational data mining
%D 2019
%U https://hdl.handle.net/20.500.14352/134696
%X We propose a semi-automatic method for the generation of educational-competency maps from repositories of multiple-choice question responses, using Bayesian structural learning and data-mining techniques. We tested our method on a large repository of responses to multiple-choice exam questions from an undergraduate course in Languages and Automata Theory at Spain’s national distance-learning university (UNED). We also draw up guidelines and best practices, with a view to defining an educational data-mining methodology and to contributing to the development of educational data-mining tools.
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