Title :
Mining student repositories to gain learning analytics. An experience report
Author :
Robles, G. ; Gonzalez-Barahona, J.M.
Author_Institution :
GSyC/LibreSoft, Univ. Rey Juan Carlos, Madrid, Spain
Abstract :
Engineering students often have to deliver small computer programs in many engineering courses. Instructors have to evaluate these assignments according to the learning goals and their quality, but ensure as well that there is no plagiarism. In this paper, we report the experience of using mining software repositories techniques in a multimedia networks course where students have to submit several software programs. We show how we have proceeded, the tools that we have used and provide some useful links and ideas that other lecturers may use.
Keywords :
computer aided instruction; data mining; educational courses; engineering education; multimedia systems; computer programs; engineering courses; engineering students; learning analytics; mining software repositories techniques; multimedia network course; plagiarism; software programs; student repository mining; Conferences; Engineering education; automatic assessment; e-learning; mining software repositories; plagiarism; software analytics;
Conference_Titel :
Global Engineering Education Conference (EDUCON), 2013 IEEE
Conference_Location :
Berlin
Print_ISBN :
978-1-4673-6111-8
Electronic_ISBN :
2165-9559
DOI :
10.1109/EduCon.2013.6530267