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Download full textJoni Lämsä; Justin Edwards; Eetu Haataja; Marta Sobocinski; Paola R. Peña; Andy Nguyen; Sanna Järvelä – Journal of Learning Analytics, 2024
The theory of socially shared regulation of learning (SSRL) suggests that successful collaborative groups can identify and respond to trigger events stemming from cognitive or emotional obstacles in learning. Thus, to develop real-time support for SSRL, novel metrics are needed to identify different types of trigger events that invite SSRL. Our…
Descriptors: Cooperative Learning, Learning Analytics, Linguistics, Physiology
Direct linkJustin Edwards; Andy Nguyen; Joni Lämsä; Marta Sobocinski; Ridwan Whitehead; Belle Dang; Anni-Sofia Roberts; Sanna Järvelä – British Journal of Educational Technology, 2025
Socially shared regulation of learning (SSRL) is a crucial process for groups of learners to successfully collaborate. Detecting and supporting SSRL is a challenge, especially in real time, but hybrid intelligence approaches such as Artificial Intelligence (AI) agents may make this possible. Leveraging the concept of trigger events which invite…
Descriptors: Artificial Intelligence, Computer Software, Technology Uses in Education, Metacognition
Justin Edwards; Andy Nguyen; Joni Lämsä; Marta Sobocinski; Ridwan Whitehead; Belle Dang; Sanna Järvelä – Higher Education Research and Development, 2025
As advanced technologies such as Artificial Intelligence (AI) become increasingly integrated into Higher Education (HE) learning spaces, these environments adapt to changing technologies and goals of educators and learners. As such, designing learning spaces requires HE researchers to imagine future learning spaces. In this article, we present a…
Descriptors: Educational Facilities Design, Technological Advancement, Student Attitudes, Colleges
