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Number of items: 11.

Article

Suraworachet, Wannapon; Zhou, Qi; Cukurova, Mutlu; (2025) University Students' Perceptions of a Multimodal AI System for Real-World Collaboration Analytics: Lessons Learned From a Case Study. Journal of Computer Assisted Learning , 41 (5) , Article e70103. 10.1111/jcal.70103. Green open access
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Uzun, Yildiz; Suraworachet, Wannapon; Zhou, Qi; Gauthier, Andrea; Cukurova, Mutlu; (2025) Engagement with analytics feedback and its relationship to self-regulated learning competence and course performance. International Journal of Educational Technology in Higher Education , 22 (1) , Article 17. 10.1186/s41239-025-00515-3. Green open access
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Villa-Torrano, Cristina; Suraworachet, Wannapon; Gómez-Sánchez, Eduardo; Asensio-Pérez, Juan I; Bote-Lorenzo, Miguel L; Martínez-Monés, Alejandra; Zhou, Qi; ... Dimitriadis, Yannis; + view all (2025) Using learning design and learning analytics to promote, detect and support Socially-Shared Regulation of Learning: A systematic literature review. Computers & Education , 232 , Article 105261. 10.1016/j.compedu.2025.105261.

Zhou, Q; Suraworachet, W; Cukurova, M; (2023) Detecting non-verbal speech and gaze behaviours with multimodal data and computer vision to interpret effective collaborative learning interactions. Education and Information Technologies 10.1007/s10639-023-12315-1. (In press). Green open access
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Proceedings paper

Cukurova, M; Zhou, Q; Spikol, D; Landolfi, L; (2020) Modelling collaborative problem-solving competence with transparent learning analytics: is video data enough? In: Rensing, C and Drachsler, H, (eds.) LAK '20: Proceedings of the Tenth International Conference on Learning Analytics & Knowledge. (pp. pp. 270-275). Association for Computing Machinery (ACM): New York, NY, USA. Green open access
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Suraworachet, W; Villa-Torrano, C; Zhou, Q; Asensio-Pérez, JI; Dimitriadis, Y; Cukurova, M; (2021) Examining the Relationship Between Reflective Writing Behaviour and Self-regulated Learning Competence: A Time-Series Analysis. In: Proceedings of the 16th European Conference on Technology Enhanced Learning. (pp. pp. 163-177). Springer Nature: Cham, Switzerland. Green open access
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Zhou, Q; Cukurova, M; (2023) Zoom lens: An MMLA framework for evaluating collaborative learning at both individual and group levels. In: Proceedings of the Third International Workshop on Multimodal Immersive Learning Systems (MILeS 2023). (pp. pp. 28-35). CEUR Workshop Proceedings: Aveiro, Portugal. Green open access
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Zhou, Q; Suraworachet, W; Cukurova, M; (2024) Harnessing Transparent Learning Analytics for Individualized Support through Auto-detection of Engagement in Face-to-Face Collaborative Learning. In: LAK '24: Proceedings of the 14th Learning Analytics and Knowledge Conference. (pp. pp. 392-403). ACM Green open access
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Zhou, Q; Suraworachet, W; Pozdniakov, S; Maldonado, RM; Bartindale, T; Chen, P; Richardson, D; (2021) Investigating Students' Experiences with Collaboration Analytics for Remote Group Meetings. In: Roll, I and McNamara, DS and Sosnovsky, SA and Luckin, R and Dimitrova, V, (eds.) Artificial Intelligence in Education. (pp. pp. 472-485). Springer Green open access
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Zhou, Qi; Suraworachet, Wannapon; Celiktutan, Oya; Cukurova, Mutlu; (2022) What Does Shared Understanding in Students’ Face-to-Face Collaborative Learning Gaze Behaviours “Look Like”? In: Rodrigo, M and Matsuda, N and Cristea, A and Dimitrova, V, (eds.) Artificial Intelligence in Education. AIED 2022. Proceedings. (pp. pp. 588-593). Springer: Cham, Switzerland. Green open access
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Zhou, Q; Suraworachet, W; Cukurova, M; (2021) Different modality, different design, different results: Exploring self-regulated learner clusters' engagement behaviours at individual, group and cohort activities. In: Proceedings of the First International Workshop on Multimodal Artificial Intelligence in Education (MAIED 2021) At the 22nd International Conference on Artificial Intelligence in Education (AIED 2021). (pp. pp. 28-40). CEUR Green open access
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