Fine grained analysis of students’ online discussion posts
Raković, Mladen, Marzouk, Zahia, Liaqat, Amna, Winne, Philip H., Nesbit, John C.
Published in Computers and education (01.11.2020)
Published in Computers and education (01.11.2020)
Get full text
Journal Article
Examining the critical role of evaluation and adaptation in self-regulated learning
Raković, Mladen, Bernacki, Matthew L., Greene, Jeffrey A., Plumley, Robert D., Hogan, Kelly A., Gates, Kathleen M., Panter, Abigail T.
Published in Contemporary educational psychology (01.01.2022)
Published in Contemporary educational psychology (01.01.2022)
Get full text
Journal Article
Predicting student outcomes using digital logs of learning behaviors: Review, current standards, and suggestions for future work
Arizmendi, Cara J., Bernacki, Matthew L., Raković, Mladen, Plumley, Robert D., Urban, Christopher J., Panter, A. T., Greene, Jeffrey A., Gates, Kathleen M.
Published in Behavior research methods (01.09.2023)
Published in Behavior research methods (01.09.2023)
Get full text
Journal Article
Dissecting learning tactics in MOOC using ordered network analysis
Fan, Yizhou, Tan, Yuanru, Raković, Mladen, Wang, Yeyu, Cai, Zhiqiang, Shaffer, David Williamson, Gašević, Dragan
Published in Journal of computer assisted learning (01.02.2023)
Published in Journal of computer assisted learning (01.02.2023)
Get full text
Journal Article
On the role of politeness in online human–human tutoring
Lin, Jionghao, Raković, Mladen, Li, Yuheng, Xie, Haoran, Lang, David, Gašević, Dragan, Chen, Guanliang
Published in British journal of educational technology (01.01.2024)
Published in British journal of educational technology (01.01.2024)
Get full text
Journal Article
Improving the measurement of self-regulated learning using multi-channel data
Fan, Yizhou, Lim, Lyn, van der Graaf, Joep, Kilgour, Jonathan, Raković, Mladen, Moore, Johanna, Molenaar, Inge, Bannert, Maria, Gašević, Dragan
Published in Metacognition and learning (01.12.2022)
Published in Metacognition and learning (01.12.2022)
Get full text
Journal Article
Towards investigating the validity of measurement of self-regulated learning based on trace data
Fan, Yizhou, van der Graaf, Joep, Lim, Lyn, Raković, Mladen, Singh, Shaveen, Kilgour, Jonathan, Moore, Johanna, Molenaar, Inge, Bannert, Maria, Gašević, Dragan
Published in Metacognition and learning (01.12.2022)
Published in Metacognition and learning (01.12.2022)
Get full text
Journal Article
How educational chatbots support self-regulated learning? A systematic review of the literature
Guan, Rui, Raković, Mladen, Chen, Guanliang, Gašević, Dragan
Published in Education and information technologies (30.08.2024)
Published in Education and information technologies (30.08.2024)
Get full text
Journal Article
Harnessing the potential of trace data and linguistic analysis to predict learner performance in a multi‐text writing task
Raković, Mladen, Iqbal, Sehrish, Li, Tongguang, Fan, Yizhou, Singh, Shaveen, Surendrannair, Surya, Kilgour, Jonathan, Graaf, Joep, Lim, Lyn, Molenaar, Inge, Bannert, Maria, Moore, Johanna, Gašević, Dragan
Published in Journal of computer assisted learning (01.06.2023)
Published in Journal of computer assisted learning (01.06.2023)
Get full text
Journal Article
How to design and evaluate personalized scaffolds for self-regulated learning
van der Graaf, Joep, Raković, Mladen, Fan, Yizhou, Lim, Lyn, Singh, Shaveen, Bannert, Maria, Gašević, Dragan, Molenaar, Inge
Published in Metacognition and learning (01.12.2023)
Published in Metacognition and learning (01.12.2023)
Get full text
Journal Article
Learning analytics and assessment: Emerging research trends, promises and future opportunities
Raković, Mladen, Gašević, Dragan, Hassan, Saeed Ul, Ruipérez Valiente, José A., Aljohani, Naif, Milligan, Sandra
Published in British journal of educational technology (01.01.2023)
Published in British journal of educational technology (01.01.2023)
Get full text
Journal Article
Is the Latest the Greatest? A Comparative Study of Automatic Approaches for Classifying Educational Forum Posts
Sha, Lele, Rakovic, Mladen, Lin, Jionghao, Guan, Quanlong, Whitelock-Wainwright, Alexander, Gasevic, Dragan, Chen, Guanliang
Published in IEEE Transactions on Learning Technologies (01.06.2023)
Published in IEEE Transactions on Learning Technologies (01.06.2023)
Get full text
Journal Article
Co‐designing enduring learning analytics prediction and support tools in undergraduate biology courses
Plumley, Robert D., Bernacki, Matthew L., Greene, Jeffrey A., Kuhlmann, Shelbi, Raković, Mladen, Urban, Christopher J., Hogan, Kelly A., Lee, Chaewon, Panter, Abigail T., Gates, Kathleen M.
Published in British journal of educational technology (01.09.2024)
Published in British journal of educational technology (01.09.2024)
Get full text
Journal Article
Network Analytics to Unveil Links of Learning Strategies, Time Management, and Academic Performance in a Flipped Classroom
Rakovic, Mladen, Ahmad Uzir, Nora'ayu, Matcha, Wannisa, Eagan, Brendan, Jovanović, Jelena, Williamson Shaffer, David, Pardo, Abelardo, Gašević, Dragan
Published in Journal of Learning Analytics (22.12.2023)
Published in Journal of Learning Analytics (22.12.2023)
Get full text
Journal Article
What if learning analytics were based on learning science?
Marzouk, Zahia, Rakovic, Mladen, Liaqat, Amna, Vytasek, Jovita, Samadi, Donya, Stewart-Alonso, Jason, Ram, Ilana, Woloshen, Sonya, Winne, Philip H, Nesbit, John C
Published in Australasian Journal of Educational Technology (01.01.2016)
Published in Australasian Journal of Educational Technology (01.01.2016)
Get full text
Journal Article
Reinforcement learning for automatic detection of effective strategies for self-regulated learning
Osakwe, Ikenna, Chen, Guanliang, Fan, Yizhou, Rakovic, Mladen, Li, Xinyu, Singh, Shaveen, Molenaar, Inge, Bannert, Maria, Gašević, Dragan
Published in Computers and education. Artificial intelligence (2023)
Published in Computers and education. Artificial intelligence (2023)
Get full text
Journal Article
Analytics of self-regulated learning scaffolding: effects on learning processes
Li, Tongguang, Fan, Yizhou, Tan, Yuanru, Wang, Yeyu, Singh, Shaveen, Li, Xinyu, Raković, Mladen, van der Graaf, Joep, Lim, Lyn, Yang, Binrui, Molenaar, Inge, Bannert, Maria, Moore, Johanna, Swiecki, Zachari, Tsai, Yi-Shan, Shaffer, David Williamson, Gašević, Dragan
Published in Frontiers in psychology (03.08.2023)
Published in Frontiers in psychology (03.08.2023)
Get full text
Journal Article
Effects of real-time analytics-based personalized scaffolds on students’ self-regulated learning
Lim, Lyn, Bannert, Maria, van der Graaf, Joep, Singh, Shaveen, Fan, Yizhou, Surendrannair, Surya, Rakovic, Mladen, Molenaar, Inge, Moore, Johanna, Gašević, Dragan
Published in Computers in human behavior (01.02.2023)
Published in Computers in human behavior (01.02.2023)
Get full text
Journal Article