Towards Course Prerequisites Refinement

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This publication doesn't include Faculty of Economics and Administration. It includes Faculty of Informatics. Official publication website can be found on muni.cz.
Authors

BAYER Jaroslav BYDŽOVSKÁ Hana GÉRYK Jan

Year of publication 2012
Type Article in Proceedings
Conference Sborník příspěvků 12. ročníku doktorandské konference - IMEA 2012
MU Faculty or unit

Faculty of Informatics

Citation
Field Informatics
Keywords Course Prerequisites; Student Enrolment; Educational Data Mining; Distance Function
Description This preliminary work towards course prerequisites refinement focuses on detecting relations between courses using a novel method for quantifying the dependency ratio of courses. This method is based on the historical data on student enrolments in courses. We describe the extraction of data from Excalibur data warehouse. This data contain interim results of students conducted to study at Faculty of Informatics Masaryk University. This method facilitates to improve the success rate of difficult courses by refining the course prerequisites. We confront the results with the background knowledge.
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