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The focus of education is increasingly set on learners' ability to regulate their own learning within technology-enhanced learning environments (TELs). Prior research has shown that self-regulated learning (SRL) leads to better learning…

Human-Computer Interaction · Computer Science 2025-01-24 Xinyu Li , Yizhou Fan , Tongguang Li , Mladen Rakovic , Shaveen Singh , Joep van der Graaf , Lyn Lim , Johanna Moore , Inge Molenaar , Maria Bannert , Dragan Gasevic

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

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

The aim of learning analytics is to turn educational data into insights, decisions, and actions to improve learning and teaching. The reasoning of the provided insights, decisions, and actions is often not transparent to the end-user, and…

Computers and Society · Computer Science 2025-11-18 Shoeb Joarder , Mohamed Amine Chatti

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

The integration of Generative AI (GenAI) into education has raised concerns about over-reliance and superficial learning, particularly in writing tasks in higher education. This study explores whether a theory-driven learning analytics…

Human-Computer Interaction · Computer Science 2025-06-25 Angxuan Chen , Jingjing Lian , Xinran Kuang , Jiyou Jia

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

Learning analytics (LA) is data collection, analysis, and representation of data about learners in order to improve their learning and performance. Furthermore, LA opens the door to opportunities for self-regulated learning in higher…

Human-Computer Interaction · Computer Science 2022-11-16 Saša Brdnik , Boštjan Šumak , Vili Podgorelec

Self-Service Learning Analytics (SSLA) tools aim to support educational stakeholders in creating learning analytics indicators without requiring technical expertise. While such tools promise user control and trans- parency, their…

Computers and Society · Computer Science 2026-03-26 Shoeb Joarder , Mohamed Amine Chatti , Louis Born

Learning Analytics Dashboards can be a powerful tool to support self-regulated learning in Digital Learning Environments and promote development of meta-cognitive skills, such as reflection. However, their effectiveness can be affected by…

Machine Learning · Computer Science 2025-11-18 Alina Deriyeva , Benjamin Paassen

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

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

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

Human-Centered learning analytics (HCLA) is an approach that emphasizes the human factors in learning analytics and truly meets user needs. User involvement in all stages of the design, analysis, and evaluation of learning analytics is the…

Computers and Society · Computer Science 2023-03-23 Mohamed Amine Chatti , Arham Muslim , Manpriya Guliani , Mouadh Guesmi

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

Emerging research on human-centered learning analytics (HCLA) has demonstrated the importance of involving diverse stakeholders in co-designing learning analytics (LA) systems. However, there is still a demand for effective and efficient…

Computers and Society · Computer Science 2025-04-11 Shoeb Joarder , Mohamed Amine Chatti

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

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

The increasing adoption of generative AI (GenAI) tools such as chatbots in education presents new opportunities to support students' self-regulated learning (SRL), but also raises concerns about how learners actually engage in planning,…

Computers and Society · Computer Science 2025-10-03 Yilin Lyu , Ren Ding

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
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