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Can Population-based Engagement Improve Personalisation? A Novel Dataset and Experiments.

S. Bulathwela, M. Verma, M. Pérez-Ortiz, E. Yilmaz, и J. Shawe-Taylor. EDM, International Educational Data Mining Society, (2022)

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Benjamin Sahan

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Towards Human-Like Educational Question Generation with Small Language Models.F. Fawzi, S. Balan, M. Cukurova, E. Yilmaz, и S. Bulathwela. AIED Companion (1), том 2150 из Communications in Computer and Information Science, стр. 295-303. Springer, (2024)Towards an Integrative Educational Recommender for Lifelong Learners (Student Abstract).S. Bulathwela, M. Pérez-Ortiz, E. Yilmaz, и J. Shawe-Taylor. AAAI, стр. 13759-13760. AAAI Press, (2020)VLEngagement: A Dataset of Scientific Video Lectures for Evaluating Population-based Engagement.S. Bulathwela, M. Pérez-Ortiz, E. Yilmaz, и J. Shawe-Taylor. CoRR, (2020)Watch Less and Uncover More: Could Navigation Tools Help Users Search and Explore Videos?M. Pérez-Ortiz, S. Bulathwela, C. Dormann, M. Verma, S. Kreitmayer, R. Noss, J. Shawe-Taylor, Y. Rogers, и E. Yilmaz. CHIIR, стр. 90-101. ACM, (2022)PEEK: A Large Dataset of Learner Engagement with Educational Videos.S. Bulathwela, M. Pérez-Ortiz, E. Novak, E. Yilmaz, и J. Shawe-Taylor. CoRR, (2021)Predicting Engagement in Video Lectures.S. Bulathwela, M. Pérez-Ortiz, A. Lipani, E. Yilmaz, и J. Shawe-Taylor. EDM, International Educational Data Mining Society, (2020)TrueLearn: A Family of Bayesian Algorithms to Match Lifelong Learners to Open Educational Resources.S. Bulathwela, M. Pérez-Ortiz, E. Yilmaz, и J. Shawe-Taylor. AAAI, стр. 565-573. AAAI Press, (2020)SUM'20: State-based User Modelling.S. Bulathwela, M. Pérez-Ortiz, R. Mehrotra, D. Orlic, C. de la Higuera, J. Shawe-Taylor, и E. Yilmaz. WSDM, стр. 899-900. ACM, (2020)What's in it for me?: Augmenting Recommended Learning Resources with Navigable Annotations.S. Bulathwela, S. Kreitmayer, и M. Pérez-Ortiz. IUI Companion, стр. 114-115. ACM, (2020)Scalable Educational Question Generation with Pre-trained Language Models.S. Bulathwela, H. Muse, и E. Yilmaz. AIED, том 13916 из Lecture Notes in Computer Science, стр. 327-339. Springer, (2023)

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