Browsing USN Open Archive by Author "Mangaroska, Katerina"
Now showing items 1-3 of 3
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Architecting Analytics Across Multiple E-learning Systems to Enhance Learning Design
Mangaroska, Katerina; Vesin, Boban; Kostakos, Vassilis; Brusilovsky, Peter; Giannakos, Michail (Peer reviewed; Journal article, 2021)With the wide expansion of distributed learning environments the way we learn became more diverse than ever. This poses an opportunity to incorporate different data sources of learning traces that can offer broader insights ... -
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 ... -
Learning in Smart Environments: User-centered Design and Analytics of an Adaptive Learning System
Vesin, Boban; Mangaroska, Katerina; Giannakos, Michail (Journal article; Peer reviewed, 2018)The complexity of today’s learning processes and practices entails various challenges. It is becoming much harder for teachers to observe, control, and adjust the learning process. Moreover, contemporary teaching is enhanced ...