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A Complete Validated Learning Analytics Framework: Designing Issues from Data Preparation Perspective
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Tlili, Ahmed; Essalmi, Fathi; Jemni, Mohamed; Kinshuk; Chen, Nian-Shing – International Journal of Information and Communication Technology Education, 2018
With the rapid growth of online education in recent years, Learning Analytics (LA) has gained increasing attention from researchers and educational institutions as an area which can improve the overall effectiveness of learning experiences. However, the lack of guidelines on what should be taken into consideration during application of LA hinders…
Descriptors: Online Courses, Data Analysis, Learning Experience, Instructional Effectiveness