Blar i NTNU Open på forfatter "Gašević, Dragan"
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Applications of learning analytics in High Schools: A systematic literature review
de Sousa, Erverson B.G.; Alexandre, Bruno; Ferreira Mello, Rafael; Pontual Falcão, Taciana; Vesin, Boban; Gašević, Dragan (Peer reviewed; Journal article, 2021)Learning analytics aims to analyze data from students and learning environments to support learning at different levels. Although learning analytics is a recent field, it reached a high level of maturity, especially in its ... -
Challenges and opportunities of multimodal data in human learning: The computer science students' perspective
Mangaroska, Katerina; Vesin, Boban; Martinez‐Maldonado, Roberto; Gašević, Dragan (Peer reviewed; Journal article, 2021)Multimodal data have the potential to explore emerging learning practices that extend human cognitive capacities. A critical issue stretching in many multimodal learning analytics (MLA) systems and studies is the current ... -
Exploring students' cognitive and affective states during problem solving through multimodal data: Lessons learned from a programming activity
Mangaroska, Katerina; Sharma, Kshitij; Gašević, Dragan; Giannakos, Michail (Peer reviewed; Journal article, 2021)Background Problem-solving is a multidimensional and dynamic process that requires and interlinks cognitive, metacognitive, and affective dimensions of learning. However, current approaches practiced in computing education ...