Projects per year
Personal profile
Biography
Zachari Swiecki is a Lecturer of Learning Analytics in the Faculty of Information Technology at Monash University. He received his master's and Ph.D. in Educational Psychology from the University of Wisconsin-Madison where he was a member of the Epistemic Analytics lab. He graduated summa cum laude from the University of Alabama with a bachelor's degree in Mathematics and Physics. He has played a central role in the development and dissemination of Quantitative Ethnography, an emerging methodology that combines qualitative analysis, statistics, and data science into a single framework.
Research interests
Zachari's current work focuses on learning analytics—the application of data science techniques to learning contexts—with an emphasis on collaborative settings. This work includes developing novel techniques for modelling collaborative processes, applying these models in domains such as engineering design, medicine, and the military, and designing real-time systems for monitoring teams. Past projects include the research and development of innovative educational simulations, automated assessment techniques, and simulation authoring tools for educators.
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
Educational Psychology, Doctor of Philosophy , University of Wisconsin Madison
Aug 2013 → Aug 2020
Award Date: 23 Aug 2020
Educational Psychology, Master of Science, University of Wisconsin Madison
Aug 2013 → Dec 2015
Award Date: 24 Dec 2015
Mathematics & Physics, Bachelor of Science, University of Alabama, Tuscaloosa
Aug 2008 → May 2013
Award Date: 11 May 2013
Research area keywords
- Learning Analytics
- Collaborative Learning
- Quantitative Ethnography
- Learning Sciences
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.
30/06/24 → 29/06/27
Project: Research
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HARNESS: Hierarchical Abstractions and Reasoning for Neuro-Symbolic Systems
Rezatofighi, H., Garcia De La Banda Garcia, M., Li, Y., Stuckey, P., Gasevic, D., Gutierrez, J., Qu, L., Ignatiev , A., Swiecki, Z., Vered, M., Chen, G., Haffari, R. & Say, B.
20/06/23 → 20/02/27
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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Leading Virtual Learning Teacher Course
Phillips, M., Henderson, M. & Swiecki, Z.
22/06/20 → 30/06/23
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 Access -
Automated discourse analysis via generative artificial intelligence
Garg, R., Han, J., Cheng, Y., Fang, Z. & Swiecki, Z., 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. 814-820 7 p.Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
Open Access -
Data Storytelling on multi-modal knowledge graph via data comics: a case study in Yanyuwa language
Liang, Z., Zeng, Z., Nieto, G. F., Li, Y., Tsai, Y. S., Chen, G., Swiecki, Z., Gašević, D., Bradley, J. & Sha, L., 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., Yang, A. C. M., 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, p. 100-117 18 p. (CEUR Workshop Proceedings; vol. 3667).Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research
Open AccessFile -
Epistemic network analysis for end-users: Closing the loop in the context of multimodal analytics for collaborative team learning
Zhao, L., Echeverria, V., Swiecki, Z., Yan, L., Alfredo, R., Li, X., Gasevic, D. & Martinez-Maldonado, R., 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. 90-100 11 p.Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
Open Access3 Citations (Scopus) -
Evidence-based multimodal learning analytics for feedback and reflection in collaborative learning
Yan, L., Echeverria, V., Jin, Y., Fernandez-Nieto, G., Zhao, L., Li, X., Alfredo, R., Swiecki, Z., Gašević, D. & Martinez-Maldonado, R., Sept 2024, In: British Journal of Educational Technology. 55, 5, p. 1900-1925 26 p.Research output: Contribution to journal › Article › Research › peer-review
Open AccessFile1 Citation (Scopus)