Projects per year
Personal profile
Biography
Supervision interests
Areas: social informatics, learning analytics, digital education, digital humanities
Learning analytics specific topics:
- learning analytics-based feedback processes
- feedback literacy
- institutional adoption strategy and policy
- applications of storytelling methods
- human-centred learning analytics
Monash teaching commitment
FIT3174 - IT strategy and governance
FIT5102 - IT strategy and governance
ITO5005 - Educational theories and processes in learning analytics
ITO5006 - Human-centred learning analytics
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Education, PhD, University of Cambridge
Award Date: 18 Jul 2015
Education, MPhil, University of Cambridge
Award Date: 23 Feb 2008
Foreign Languages and Literatures, BA, National Chung Hsing University
Award Date: 30 Jun 2005
Research area keywords
- Learning Analytics
- Digital education
- Multimodal feedback
- Educational policy and leadership
- Multimodal literacy and storytelling
Collaborations and top research areas from the last five years
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An Assessment Framework: Assessments for writing with generative artificial intelligence
Gasevic, D., Swiecki, Z., Tsai, Y., Rong, J., Rakovic, M., Nagtzaam, G., Jovanović, J. & Järvelä, S.
1/07/24 → 30/06/27
Project: Research
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Large-scale multimodal knowledge management: From organization and user modeling to fast contextual presentation
Gasevic, D., Swiecki, Z., Li, Y., Haffari, R., Hayat, M., Chen, G., Tsai, Y., Do, T., Zhuang, B. & Wang, T.
2/09/22 → 1/09/25
Project: Research
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CELLA 2 CERES: CELLA 2 CERES: Connecting the Center for Learning and Living with Artificial Intelligence to CERES
Järvelä, S., Molenaar, I., Bannert, M., Gasevic, D., Azevedo, R., Martinez-Maldonado, R., Tsai, Y., Swiecki, Z. & Chen, G.
17/12/21 → 31/12/26
Project: Research
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Impacts of COVID-19 on teaching practice and opportunities for virtual internships
Pantic, N., Tsai, Y., Phillips, M. & Gasevic, D.
1/10/20 → 31/01/22
Project: Research
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Analytics of planning behaviours in self-regulated learning: Links with strategy use and prior knowledge
Li, T., Fan, Y., Srivastava, N., Zeng, Z., Li, X., Khosravi, H., Tsai, Y-S., Swiecki, Z. & Gašević, D., 2024, LAK 2024 Conference Proceedings - The Fourteenth International Conference on Learning Analytics & Knowledge. Joksimovic, S. & Zamecnik, A. (eds.). New York NY USA: Association for Computing Machinery (ACM), p. 438-449 12 p.Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
Open Access1 Citation (Scopus) -
Assessing the proficiency of large language models in automatic feedback generation: An evaluation study
Dai, W., Tsai, Y. S., Lin, J., Aldino, A., Jin, H., Li, T., Gašević, D. & Chen, G., Dec 2024, In: Computers and Education: Artificial Intelligence. 7, 10 p., 100299.Research output: Contribution to journal › Article › Research › peer-review
Open AccessFile1 Citation (Scopus) -
Co-designing a knowledge management tool for educator communities of practice
Fernández-Nieto, G. M., Swiecki, Z., Tsai, Y. S., Sha, L., Wei, Y., Wen, J., Li, Y., Jin, Y., Feraud, I. S., Li, Y. F., Wang, W., Chen, G. & Gasevic, D., 1 Jul 2024, Proceedings of the 2024 ACM Designing Interactive Systems Conference. Fritsch, J., Alaoui, S. F. & Le Dantec, C. A. (eds.). New York NY USA: Association for Computing Machinery (ACM), p. 1970-1990 21 p.Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
Open AccessFile -
Curriculum Analytics of Course Choices: Links with Academic Performance
Srivastava, N., Nawaz, S., Tsai, Y-S. & Gašević, D., 15 Mar 2024, In: Journal of Learning Analytics. 11, 1, p. 116-131 17 p.Research output: Contribution to journal › Article › Research › peer-review
Open AccessFile2 Citations (Scopus) -
Data Storytelling for Feedback Analytics
Maheshi, B., Milesi, M. E., Palihena, H., Zheng, A., Martinez-Maldonado, R. & Tsai, Y. S., 2024, 2024 Joint of International Conference on Learning Analytics and Knowledge Workshops. Hlosta, M., Moser, I., Flanagan, B., Milena Fernandez-Nieto, G., Yan, L., Stewart, A., Winer, A., Geri, N., Ramnarain, U., van der Westhuizen, C., Shimada, A., Okubo, F., Tseng, H-T., C.M. Yang, A., H.T. Lu, O., Ogata, H., Echeverria, V., Martinez-Maldonado, R., Tsai, Y., Lawrence, L., Singh, S., Pozdniakov, S., Karen Chen, L., Gong, J., Yarnall, L., Nguyen, A., Sha, L., Lin, J., Cukurova, M., Sharma, K., Zhao, L., Li, Y., Jin, Y., Gašević, D., Mills, C. & Hutt, S. (eds.). Aachen Germany: ceur-ws.org, p. 118-123 6 p. (CEUR Workshop Proceedings; vol. 3667).Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
Open AccessFile
Prizes
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2022 Conference Best Full Student Paper, Australiasian Society for Computers in Learning in Tertiary Education
Jin, Flora (Recipient), Martinez-Maldonado, Roberto (Recipient), Li, Tony (Recipient), Chan, Wing (Recipient) & Tsai, Yi-Shan (Recipient), 7 Dec 2022
Prize: Prize (including medals and awards)
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Best poster award
Tsai, Yi-Shan (Recipient), Scheffel, Maren (Recipient) & Gasevic, Dragan (Recipient), Mar 2018
Prize: Prize (including medals and awards)
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Dean's Award for Research Impact (Economic and Social Impact)
Gasevic, Dragan (Recipient) & Tsai, Yi-Shan (Recipient), 10 Sept 2021
Prize: Prize (including medals and awards)
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Learning Technology Research Project of the Year
Gasevic, Dragan (Recipient), Tsai, Yi-Shan (Recipient), Drachsler, Hendrik (Recipient), Scheffel, Maren (Recipient), Muñoz-Merino, Pedro J. (Recipient), Kloos, Carlos Delgado (Recipient), Tammets, Kairit (Recipient), Haywood, Jeff (Recipient), Ley, Tobias (Recipient), Jivet, Ioana (Recipient), Ruiz Calleja, Adolfo (Recipient), Cantero, Noelia (Recipient), Benke-Åberg, Rasmus (Recipient), Gourdin , Anaïs (Recipient), Moreno-Marcos, Pedro Manuel (Recipient) & Whitelock-Wainwright, Alex (Recipient), Sept 2019
Prize: Prize (including medals and awards)