| 2026 |
Azad, A., Kovanovic, V., Korolkiewicz, M., Zamecnik, A., Joksimovic, S., & Cukurova, M. (2026). An unobtrusive approach to modelling team cohesion and collaboration in ecological classroom settings. Learning and Instruction, 101(102268), 11 pages. DOI |
| 2025 |
Deho, O. B., Bewong, M., Kwashie, S., Li, J., Liu, J., Liu, L., & Joksimovic, S. (2025). Is it still fair? A comparative evaluation of fairness algorithms through the lens of covariate drift. Machine Learning, 114(1), 1-19. DOI Scopus1 |
| 2025 |
Marmolejo Ramos, F., Marrone, R., Korolkiewicz, M., Gabriel, F., Siemens, G., Joksimovic, S., & Tejada, J. (2025). Factors influencing trust in algorithmic decision-making: an indirect scenario-based experiment. Frontiers in Artificial Intelligence, 7(1465605.), 1-16. DOI Scopus8 WoS6 |
| 2025 |
Maranna, S., Claassen, A., Joksimovic, S., Willison, J., Parange, N., & Costabile, M. (2025). Cognitive presence and self-regulated learning: Learning transfer in an online allied health course. Journal of University Teaching and Learning Practice, 22(1), 23 pages. DOI |
| 2025 |
Marrone, R., Zamecnik, A., Joksimovic, S., Johnson, J., & De Laat, M. (2025). Understanding Student Perceptions of Artificial Intelligence as a Teammate. Technology Knowledge and Learning, 30(3), 1847-1869. DOI Scopus10 WoS7 |
| 2024 |
Dzieciatko Szendrei, B., Pantić, N., Joksimović, S., Gašević, D., & Viry, G. (2024). Systematic review of the operational definitions and indicators of teacher communities. Educational Research Review, 45(100640), 1-15. DOI |
| 2024 |
Ebbert, D., Claassen, A., Wilson, N., Joksimovic, S., Mirriahi, N., & Dawson, S. (2024). Tackling mind wandering in video learning environments. Pacific Journal of Technology Enhanced Learning, 6(1), 1-2. DOI |
| 2024 |
Maranna, S., Joksimovic, S., Willison, J., MacDougall, M., Parange, N., & Costabile, M. (2024). Student perspectives on learning transfer from online postgraduate sonography courses to traineeships: A pilot survey. Sonography, 12(1), 13-24. DOI |
| 2024 |
Zhan, C., Joksimovi'c, S., Ladjal, D., Rakotoarivelo, T., Marshall, R., & Pardo, A. (2024). Preserving Both Privacy and Utility in Learning Analytics. IEEE Transactions on Learning Technologies, 17, 1655-1667. DOI Scopus8 WoS7 |
| 2024 |
Zamecnik, A., Kovanović, V., Joksimović, S., Grossmann, G., Ladjal, D., & Pardo, A. (2024). The perceptions of task cohesion in collaborative learning teams. International Journal of Computer-Supported Collaborative Learning, 19(3), 369-393. DOI Scopus7 WoS6 |
| 2024 |
Deho, O. B., Liu, L., Li, J., Liu, J., Zhan, C., & Joksimovic, S. (2024). When the Past != The Future: Assessing the Impact of Dataset Drift on the Fairness of Learning Analytics Models. IEEE Transactions on Learning Technologies, 17, 1007-1020. DOI Scopus5 WoS2 |
| 2023 |
Marmolejo‐Ramos, F., Tejo, M., Brabec, M., Kuzilek, J., Joksimovic, S., Kovanovic, V., . . . Ospina, R. (2023). Distributional regression modeling via generalized additive models for location, scale, and shape: An overview through a data set from learning analytics. WIREs Data Mining and Knowledge Discovery, 13(1, article no. e1479), 1-22. DOI Scopus17 WoS14 Europe PMC5 |
| 2023 |
Zhan, C., Deho, O. B., Zhang, X., Joksimovic, S., & de Laat, M. (2023). Synthetic data generator for student data serving learning analytics: a comparative study. Learning Letters, 1(5), 1-15. DOI |
| 2023 |
Zamecnik, A., Kovanovíc, V., Joksimovíc, S., Grossmann, G., Ladjal, D., Marshall, R., & Pardo, A. (2023). Using online learner trace data to understand the cohesion of teams in higher education. Journal of Computer Assisted Learning, 39(6), 18 pages. DOI Scopus5 WoS5 |
| 2023 |
Deho, O. B., Joksimovic, S., Li, J., Zhan, C., Liu, J., & Liu, L. (2023). Should Learning Analytics Models Include Sensitive Attributes? Explaining the Why. IEEE Transactions on Learning Technologies, 16(4), 560-572. DOI Scopus16 WoS11 |
| 2023 |
Joksimovic, S., Ifenthaler, D., Marrone, R., De Laat, M., & Siemens, G. (2023). Opportunities of artificial intelligence for supporting complex problem-solving: Findings from a scoping review. Computers and Education Artificial Intelligence, 4(100138), 1-12. DOI Scopus108 |
| 2023 |
Choi, H., Jovanovic, J., Poquet, O., Brooks, C., Joksimović, S., & Williams, J. J. (2023). The benefit of reflection prompts for encouraging learning with hints in an online programming course. Internet and Higher Education, 58(100903), 1-10. DOI |
| 2023 |
Dawson, S., Joksimovic, S., Mills, C., Gašević, D., & Siemens, G. (2023). Advancing theory in the age of artificial intelligence. British Journal of Educational Technology, 54(5), 1051-1056. DOI |
| 2022 |
McKay, J., Barthakur, A., & Joksimovic, S. (2022). Self-reflection on presentation skills and on the law in environmental law teaching: an Australian example. IUCN AEL Journal of Environmental Law, (12), 123-138. |
| 2022 |
Pantic, N., Galey, S., Florian, L., Joksimovic, S., Viry, G., Gasevic, D., . . . Kyritsi, K. (2022). Making sense of teacher agency for change with social and epistemic network analysis. Journal of Educational Change, 23(2), 145-177. DOI |
| 2022 |
Ladjal, D., Joksimović, S., Rakotoarivelo, T., & Zhan, C. (2022). Technological frameworks on ethical and trustworthy learning analytics. British Journal of Educational Technology, 53(4), 733-736. DOI Scopus7 WoS6 |
| 2022 |
Zamecnik, A., Kovanović, V., Joksimović, S., & Liu, L. (2022). Exploring non-traditional learner motivations and characteristics in online learning: A learner profile study. Computers and Education Artificial Intelligence, 3(100051), 100051. DOI Scopus46 |
| 2022 |
Maranna, S., Willison, J., Joksimovic, S., Parange, N., & Costabile, M. (2022). Factors that influence cognitive presence: A scoping review. Australasian Journal of Educational Technology, 38(4), 95-111. DOI Scopus19 WoS12 |
| 2022 |
Siemens, G., Marmolejo Ramos, F., Gabriel, F., Medeiros, K., Marrone, R., Joksimovic, S., & de Laat, M. (2022). Human and artificial cognition. Computers and Education: Artificial Intelligence, 3(100107), 1-9. DOI Scopus88 |
| 2022 |
Barthakur, A., Joksimovic, S., Kovanovic, V., Mello, R. F., Taylor, M., Richey, M., & Pardo, A. (2022). Understanding Depth of Reflective Writing in Workplace Learning Assessments Using Machine Learning Classification. IEEE Transactions on Learning Technologies, 15(5), 567-578. DOI Scopus16 WoS9 |
| 2022 |
Zamecnik, A., Kovanović, V., Grossmann, G., Joksimović, S., Jolliffe, G., Gibson, D., & Pardo, A. (2022). Team interactions with learning analytics dashboards. Computers and Education, 185(104514), 14 pages. DOI Scopus28 WoS21 |
| 2022 |
Zamecnik, A., Villa-Torrano, C., Kovanović, V., Grossmann, G., Joksimović, S., Dimitriadis, Y., & Pardo, A. (2022). The cohesion of small groups in technology-mediated learning environments: A systematic literature review. Educational Research Review, 35(100427), 1-22. DOI Scopus15 WoS12 |
| 2022 |
Barthakur, A., Kovanovic, V., Joksimovic, S., Zhang, Z., Richey, M., & Pardo, A. (2022). Measuring leadership development in workplace learning using automated assessments: Learning analytics and measurement theory approach. British Journal of Educational Technology, 53(6), 1842-1863. DOI Scopus17 WoS10 |
| 2022 |
Barthakur, A., Joksimovic, S., Kovanovic, V., Corbett, F. C., Richey, M., & Pardo, A. (2022). Assessing the sequencing of learning objectives in a study program using evidence-based practice. Assessment and Evaluation in Higher Education, 47(8), 1429-1443. DOI Scopus8 WoS5 |
| 2022 |
Barthakur, A., Joksimovic, S., Kovanovic, V., Richey, M., & Pardo, A. (2022). Aligning objectives with assessment in online courses: Integrating learning analytics and measurement theory. Computers and Education, 190(104603), 16 pages. DOI Scopus14 WoS7 |
| 2021 |
Ruipérez-Valiente, J. A., Jaramillo-Morillo, D., Joksimović, S., Kovanović, V., Muñoz-Merino, P. J., & Gašević, D. (2021). Data-driven detection and characterization of communities of accounts collaborating in MOOCs. Future Generation Computer Systems, 125, 590-603. DOI Scopus20 WoS13 |
| 2021 |
Barthakur, A., Kovanovic, V., Joksimovic, S., Siemens, G., Richey, M., & Dawson, S. (2021). Assessing program-level learning strategies in MOOCs. Computers in Human Behavior, 117(106674), 13 pages. DOI Scopus39 WoS33 |
| 2021 |
Fincham, E., Rozemberczki, B., Kovanovic, V., Joksimovic, S., Jovanovic, J., & Gasevic, D. (2021). Persistence and Performance in Co-Enrollment Network Embeddings: An Empirical Validation of Tinto's Student Integration Model. IEEE Transactions on Learning Technologies, 14(1), 106-121. DOI Scopus11 WoS7 |
| 2021 |
Jovanović, J., Saqr, M., Joksimović, S., & Gašević, D. (2021). Students matter the most in learning analytics: the effects of internal and instructional conditions in predicting academic success. Computers and Education, 172, 1-13. DOI |
| 2020 |
de Laat, M., Joksimovic, S., & Ifenthaler, D. (2020). Artificial intelligence, real-time feedback and workplace learning analytics to support in situ complex problem-solving: a commentary. International Journal of Information and Learning Technology, 37(5), 267-277. DOI |
| 2020 |
Joksimovic, S., Jovanovic, J., Kovanovic, V., Gasevic, D., Milikic, N., Zouaq, A., & Van Staalduinen, J. P. (2020). Comprehensive Analysis of Discussion Forum Participation: From Speech Acts to Discussion Dynamics and Course Outcomes. IEEE Transactions on Learning Technologies, 13(1), 38-51. DOI Scopus20 WoS16 |
| 2020 |
Lim, L. A., Dawson, S., Gaševic, D., Joksimović, S., Fudge, A., Pardo, A., & Gentili, S. (2020). Students’ sense-making of personalised feedback based on learning analytics. Australasian Journal of Educational Technology, 36(6), 15-33. DOI Scopus54 WoS37 |
| 2020 |
Lim, L. A., Dawson, S., Gašević, D., Joksimović, S., Pardo, A., Fudge, A., & Gentili, S. (2020). Students’ perceptions of, and emotional responses to, personalised learning analytics-based feedback: an exploratory study of four courses. Assessment and Evaluation in Higher Education, 46(3), 1-21. DOI Scopus77 WoS78 |
| 2020 |
Joksimovic, S., Siemens, G., Wang, Y., San Pedro, M. O. Z., & Way, J. (2020). Editorial: Beyond cognitive ability. Journal of Learning Analytics, 7(1), 1-4. DOI Scopus17 WoS16 |
| 2019 |
Kovanović, V., Joksimović, S., Poquet, O., Hennis, T., de Vries, P., Hatala, M., . . . Gašević, D. (2019). Examining communities of inquiry in Massive Open Online Courses: The role of study strategies. Internet and Higher Education, 40, 20-43. DOI Scopus74 WoS64 |
| 2019 |
Joksimović, S., Dowell, N., Gasevic, D., Mirriahi, N., Dawson, S., & Graesser, A. C. (2019). Linguistic characteristics of reflective states in video annotations under different instructional conditions. Computers in human behavior, 96, 211-222. DOI |
| 2019 |
Gašević, D., Joksimović, S., Eagan, B. R., & Shaffer, D. W. (2019). SENS: Network analytics to combine social and cognitive perspectives of collaborative learning. Computers in human behavior, 92, 562-577. DOI |
| 2019 |
Joksimovic, S., Kovanovic, V., & Dawson, S. (2019). The journey of learning analytics. HERDSA Review of Higher Education, 6, 37-63. |
| 2018 |
Mirriahi, N., Joksimović, S., Gašević, D., & Dawson, S. (2018). Effects of instructional conditions and experience on student reflection: a video annotation study. Higher education research and development, 37(6), 1245-1259. DOI |
| 2018 |
Joksimović, S., Poquet, O., Kovanović, V., Dowell, N., Mills, C., Gašević, D., . . . Brooks, C. (2018). How do we model learning at scale? A systematic review of research on moocs. Review of Educational Research, 88(1), 43-86. DOI Scopus145 WoS120 |
| 2018 |
Crosslin, M., Dellinger, J. T., Joksimović, S., Kovanović, V., & Gašević, D. (2018). Customizable modalities for individualized learning: Examining patterns of engagement in dual-layer MOOCS. Online Learning Journal, 22(1), 19-38. DOI Scopus10 WoS4 |
| 2018 |
Poquet, O., Kovanović, V., de Vries, P., Hennis, T., Joksimović, S., Gašević, D., & Dawson, S. (2018). Social presence in massive open online courses. International Review of Research in Open and Distributed Learning, 19(3), 43-68. DOI Scopus62 WoS50 |
| 2018 |
Joksimović, S., Dowell, N., Poquet, O., Kovanović, V., Gašević, D., Dawson, S., & Graesser, A. C. (2018). Exploring development of social capital in a CMOOC through language and discourse. Internet and Higher Education, 36, 54-64. DOI Scopus47 WoS39 |
| 2018 |
Kovanović, V., Joksimović, S., Poquet, O., Hennis, T., Čukić, I., de Vries, P., . . . Gašević, D. (2018). Exploring communities of inquiry in Massive Open Online Courses. Computers and Education, 119, 44-58. DOI Scopus81 WoS75 |
| 2017 |
Slater, S., Joksimovic, S., Kovanovic, V., Baker, R. S., & Gasevic, D. (2017). Tools for educational data mining: a review. Journal of educational and behavioral statistics, 42(1), 85-106. DOI Scopus175 WoS111 |
| 2017 |
Gašević, D., Mirriahi, N., Dawson, S., & Joksimović, S. (2017). Effects of instructional conditions and experience on the adoption of a learning tool. Computers in human behavior, 67, 207-220. DOI |
| 2017 |
Gasevic, D., Kovanovic, V., & Joksimovic, S. (2017). Piecing the learning analytics puzzle: a consolidated model of a field of research and practice. Learning: research and practice, 3(1), 63-78. DOI Scopus118 |
| 2015 |
Kovanović, V., Gašević, D., Joksimović, S., Hatala, M., & Adesope, O. (2015). Analytics of communities of inquiry: effects of learning technology use on cognitive presence in asynchronous online discussions. Internet and higher education, 27, 74-89. DOI Scopus173 WoS141 |
| 2015 |
Skrypnyk, O., Joksimović, S., Kovanović, V., Gasšević, D., & Dawson, S. (2015). Roles of course facilitators, learners, and technology in the flow of information of a CMOOC. International Review of Research in Open and Distributed Learning, 16(3), 188-217. DOI Scopus53 WoS37 |
| 2015 |
Gašević, D., Adesope, O., Joksimović, S., & Kovanović, V. (2015). Externally-facilitated regulation scaffolding and role assignment to develop cognitive presence in asynchronous online discussions. Internet and higher education, 24, 53-65. DOI Scopus145 WoS115 |
| 2015 |
Joksimović, S., Gašević, D., Loughin, T. M., Kovanović, V., & Hatala, M. (2015). Learning at distance: effects of interaction traces on academic achievement. Computers and education, 87, 204-217. DOI Scopus139 WoS109 |
| 2015 |
Joksimović, S., Gašević, D., Kovanović, V., Riecke, B. E., & Hatala, M. (2015). Social presence in online discussions as a process predictor of academic performance. Journal of computer assisted learning, 31(6), 638-654. DOI Scopus240 WoS172 |
| 2015 |
Kovanovic, V., Joksimovic, S., Gaševic, D., Siemens, G., & Hatala, M. (2015). What public media reveals about MOOCs: a systematic analysis of news reports. British journal of educational technology, 46(3), 510-527. DOI Scopus94 WoS78 |
| 2015 |
Kovanović, V., Gasevic, D., Dawson, S., Joksimovic, S., Baker, R. S., & Hatala, M. (2015). Does time-on-task estimation matter? Implications on validity of learning analytics findings. Journal of learning analytics, 2(3), 81-110. DOI |
| 2014 |
Joksimovic, S., Gasevic, D., Kovanovic, V., Adesope, O., & Hatala, M. (2014). Psychological characteristics in cognitive presence of communities of inquiry: a linguistic analysis of online discussions. Internet and higher education, 22, 1-10. DOI Scopus68 WoS53 |
| 2014 |
Gašević, D., Kovanović, V., Joksimović, S., & Siemens, G. (2014). Where is research on massive open online courses headed? A data analysis of the MOOC research initiative. International Review of Research in Open and Distance Learning, 15(5), 134-176. DOI Scopus244 WoS50 |
| 2014 |
Joksimovic, S., Hatala, M., & Gasevic, D. (2014). Learning analytics for networked learning models. Journal of learning analytics, 1(3), 191-194. DOI |