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The integration of Generative AI (GenAI) into education is reshaping how students learn, making self-regulated learning (SRL) - the ability to plan, monitor, and adapt one's learning - more important than ever. To support learners in these…

Human-Computer Interaction · Computer Science 2025-08-15 Kaixun Yang , Yizhou Fan , Luzhen Tang , Mladen Raković , Xinyu Li , Dragan Gašević , Guanliang Chen

Numerous studies demonstrate the importance of self-regulation during learning by problem-solving. Recent work in learning analytics has largely examined students' use of SRL concerning overall learning gains. Limited research has related…

Computers and Society · Computer Science 2023-12-12 Conrad Borchers , Jiayi Zhang , Ryan S. Baker , Vincent Aleven

The rise of Human-AI Collaborative Learning (HAICL) is shifting education toward dialogue-centric paradigms, creating an urgent need for new assessment methods. Evaluating Self-Regulated Learning (SRL) in this context presents new…

Computers and Society · Computer Science 2026-01-21 Long Zhang , Fangwei Lin , Weilin Wang

There has been a growing trend in employing generative artificial intelligence (GenAI) techniques to support learning. Moreover, scholars have reached a consensus on the critical role of self-regulated learning (SRL) in ensuring learning…

Computers and Society · Computer Science 2026-01-27 Jie Gao , Shasha Li , Jianhua Zhang , Shan Li , Tingting Wang

While the capacity to self-regulate has been found to be crucial for secondary school students, prior studies often rely on self-report surveys and think-aloud protocols that present notable limitations in capturing self-regulated learning…

Human-Computer Interaction · Computer Science 2024-12-13 Yixin Cheng , Rui Guan , Tongguang Li , Mladen Raković , Xinyu Li , Yizhou Fan , Flora Jin , Yi-Shan Tsai , Dragan Gašević , Zachari Swiecki

Self-regulated learning (SRL) is crucial for college students navigating increased academic demands and independence. Insufficient SRL skills can lead to disorganized study habits, low motivation, and poor time management, undermining…

Human-Computer Interaction · Computer Science 2025-06-12 Wentao Ge , Yuqing Sun , Ziyan Wang , Haoyue Zheng , Weiyang He , Piaohong Wang , Qianyu Zhu , Benyou Wang

Self-regulated learning (SRL) and Artificial-Intelligence (AI) literacy are becoming key competencies for successful human-AI interactive learning, vital to future education. However, despite their importance, students face imbalanced and…

Computers and Society · Computer Science 2025-04-11 Long , Zhang , Shijun , Chen

Studies have shown that the application of Self-Regulated Learning (SRL) increases the effectiveness of education. However, this is quite challenging to be facilitated with learning technologies like Learning Management Systems (LMS) that…

Computers and Society · Computer Science 2014-07-23 Alexander Nussbaumer , Milos Kravcik , Dominik Renzel , Ralf Klamma , Marcel Berthold , Dietrich Albert

Background: Abilities for effective self-regulated learning (SRL) are critical for lifelong learning, particularly during adolescence when these skills consolidate and strongly influence future learning. Their importance has grown with the…

Human-Computer Interaction · Computer Science 2026-05-15 Gloria Fernández-Nieto , Kiyoshige Garcés , Mladen Raković , Tongguang Li , Xinyu Li , Linxuan Zhao , Dragan Gašević

Learning analytics dashboards (LADs) aim to support students' regulation of learning by translating complex data into feedback. Yet students, especially those with lower self-regulated learning (SRL) competence, often struggle to engage…

Artificial Intelligence · Computer Science 2026-04-28 Yildiz Uzun , Andrea Gauthier , Mutlu Cukurova

Many e-learning platforms assert their ability or potential to improve students' self-regulated learning (SRL), however the cyclical and undirected nature of SRL theoretical models represent significant challenges for representation within…

Computers and Society · Computer Science 2025-07-08 Andrew Schwabe , Özgür Akgün , Ella Haig

In programming education, fostering self-regulated learning (SRL) skills is essential for both students and teachers. This paper introduces TrackThinkDashboard, an application designed to visualize the learning workflow by integrating web…

Human-Computer Interaction · Computer Science 2025-03-26 Ko Watanabe , Yuki Matsuda , Yugo Nakamura , Yutaka Arakawa , Shoya Ishimaru

In digital learning systems, gaming the system refers to occasions when students attempt to succeed in an educational task by systematically taking advantage of system features rather than engaging meaningfully with the content. Often…

Computers and Society · Computer Science 2026-01-09 Jiayi Zhang , Conrad Borchers , Canwen Wang , Vishal Kumar , Leah Teffera , Bruce M. McLaren , Ryan S. Baker

This study investigates how undergraduate students engage with ChatGPT in self-directed learning contexts. Analyzing naturalistic interaction logs, we identify five dominant use categories of ChatGPT: information seeking, content…

Human-Computer Interaction · Computer Science 2026-01-21 Tawfiq Ammari , Meilun Chen , S M Mehedi Zaman , Kiran Garimella

Online distance learning is highly learner-centred, requiring different skills and competences from learners, as well as alternative approaches for instructional design, student support, and provision of resources. Learner autonomy and…

Computers and Society · Computer Science 2020-12-29 Mohammad Khalil

Generative Artificial Intelligence (GenAI) holds a potential to advance existing educational technologies with capabilities to automatically generate personalised scaffolds that support students' self-regulated learning (SRL). While…

Self-Regulated Learning (SRL), defined as learners' ability to systematically plan, monitor, and regulate their learning activities, is crucial for sustained academic achievement and lifelong learning competencies. Emerging AI developments…

Human-Computer Interaction · Computer Science 2025-12-10 Xinyu Li , Tongguang Li , Lixiang Yan , Yuheng Li , Linxuan Zhao , Mladen Raković , Inge Molenaar , Dragan Gašević , Yizhou Fan

This study investigates the potential of using ChatGPT as a teachable agent to support students' learning by teaching process, specifically in programming education. While learning by teaching is an effective pedagogical strategy for…

Computers and Society · Computer Science 2024-12-23 Angxuan Chen , Yuang Wei , Huixiao Le , Yan Zhang

Flipped Classrooms (FC) are a promising teaching strategy, where students engage with the learning material before attending face-to-face sessions. While pre-class activities are critical for course success, many students struggle to engage…

Human-Computer Interaction · Computer Science 2023-05-29 Paola Mejia-Domenzain , Eva Laini , Seyed Parsa Neshaei , Thiemo Wambsganss , Tanja Käser

The introductory programming course (CS1) at the university level is often perceived as particularly challenging, contributing to high dropout rates among Computer Science students. Identifying when and how students encounter difficulties…

Computers and Society · Computer Science 2026-04-28 Denis Zhidkikh , Ville Isomöttönen , Toni Taipalus
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