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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

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

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

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

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

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

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

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

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

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

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

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

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

There is an increased interest in the application of learning analytics (LA) to promote self-regulated learning (SRL). A variety of LA dashboards and indicators were proposed to support different crucial SRL processes, such as planning,…

Computers and Society · Computer Science 2023-03-23 Mohamed Amine Chatti , Volkan Yücepur , Arham Muslim , Mouadh Guesmi , Shoeb Joarder

Speaker representation learning is crucial for voice recognition systems, with recent advances in self-supervised approaches reducing dependency on labeled data. Current two-stage iterative frameworks, while effective, suffer from…

Audio and Speech Processing · Electrical Eng. & Systems 2025-06-03 Danwei Cai , Zexin Cai , Ze Li , Ming Li

Test-time Training enables model adaptation using only test questions and offers a promising paradigm for improving the reasoning ability of large language models (LLMs). However, it faces two major challenges: test questions are often…

Computation and Language · Computer Science 2026-03-05 Haoyang He , Zihua Rong , Liangjie Zhao , Yunjia Zhao , Lan Yang , Honggang Zhang

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

We consider the problem of assessing the changing performance levels of individual students as they go through online courses. This student performance (SP) modeling problem is a critical step for building adaptive online teaching systems.…

Machine Learning · Computer Science 2022-02-09 Robin Schmucker , Jingbo Wang , Shijia Hu , Tom M. Mitchell

While intelligent tutoring systems (ITSs) can use information from past students to personalize instruction, each new student is unique. Moreover, the education problem is inherently difficult because the learning process is only partially…

Machine Learning · Computer Science 2025-11-20 Jeffrey Jiang , Kevin Hong , Emily Kuczynski , Gregory Pottie
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