Browsing NTNU Open by Author "Cukurova, Mutlu"
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The Evidence of Impact and Ethical Considerations of Multimodal Learning Analytics: A Systematic Literature Review
Alwahaby, Haifa; Cukurova, Mutlu; Papamitsiou, Zacharoula; Giannakos, Michail (Chapter, 2022)There is a growing interest in the research and use of multimodal data in learning analytics. This paper presents a systematic literature review of multimodal learning analytics (MMLA) research to assess (i) the available ... -
The role of learning theory in multimodal learning analytics
Giannakos, Michail; Cukurova, Mutlu (Journal article; Peer reviewed, 2023)This study presents the outcomes of a semi-systematic literature review on the role of learning theory in multimodal learning analytics (MMLA) research. Based on previous systematic literature reviews in MMLA and an ... -
Sensor-Based Analytics in Education: Lessons Learned from Research in Multimodal Learning Analytics
Giannakos, Michail; Cukurova, Mutlu; Papavlasopoulou, Sofia (Chapter, 2022)The use of sensors to support learning research and practice is not new, whether in the context of wearable technology, context-aware technology, ubiquitous systems or else. Nevertheless, the proliferation of sensing ...