Analytika učení a data mining ve vzdělávání v kontextu systémů pro řízení výuky
Learning analytics and educational data mining in the context of learning management systems

Author(s): Libor Juhaňák
Subject(s): Education, Sociology of Education, Distance learning / e-learning, Pedagogy
Published by: Masarykova univerzita nakladatelství
Keywords: analytics; data mining; online educational systems;
Summary/Abstract: Learning analytics and educational data mining are emerging research areas focused on the analysis of data from various online educational systems. This publication offers a detailed insight into the fields of learning analytics and educational data mining by exploring their origins and by explaining the main similarities and differences between them, describing the methods and techniques of data analysis used in these areas, and presenting the most prominent research trends within the fields. In addition, the publication provides several examples of employing various methods of learning analytics and educational data mining in the context of learning management systems.

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