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- W2936408814 abstract "This research explores educational data mining (EDM) from a learning course management system (LMS)and academic system at the Faculty of Information Technology at Maranatha Christian University in Bandung,Indonesia. The main objective of this study was to discover whether the students have used the LMS effectively tocomplete their learning process and enhance academic achievements in their study. As case studies, this researchcombines data from two programming courses in an informatics Bachelor programme, which are: IntroductoryProgramming (IP) and Algorithm and Data Structures (ADS). EDM techniques are used to extract interesting patterns inthe form of association rules. Two sets of interesting rules for the IP course and three sets of rules for the ADS courseare obtained. As final results, some suggestions are proposed to enhance the LMS. The main idea is to applya gamification method in the blended-learning environment to increase motivation of the students to utilise their freetime more effectively during study." @default.
- W2936408814 created "2019-04-25" @default.
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- W2936408814 date "2017-01-01" @default.
- W2936408814 modified "2023-09-27" @default.
- W2936408814 title "Modelling Students' Activities in Programming Subjects through Educational Data Mining" @default.
- W2936408814 hasPublicationYear "2017" @default.
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