Educational data mining and learning analytics for 21st century higher education: A review and synthesis
The potential influence of data mining analytics on the students' learning processes and
outcomes has been realized in higher education. Hence, a comprehensive review of …
outcomes has been realized in higher education. Hence, a comprehensive review of …
A systematic review of research on personalized learning: Personalized by whom, to what, how, and for what purpose (s)?
ML Bernacki, MJ Greene, NG Lobczowski - Educational Psychology …, 2021 - Springer
Abstract Teachers, schools, districts, states, and technology developers endeavor to
personalize learning experiences for students, but definitions of personalized learning (PL) …
personalize learning experiences for students, but definitions of personalized learning (PL) …
Measuring student engagement in technology-mediated learning: A review
Using digital technology to deliver content, connect learners, and enable anytime, anywhere
learning is increasing, but keeping students engaged in technology-mediated learning is …
learning is increasing, but keeping students engaged in technology-mediated learning is …
Translating the ICAP theory of cognitive engagement into practice
ICAP is a theory of active learning that differentiates students' engagement based on their
behaviors. ICAP postulates that Interactive engagement, demonstrated by co‐generative …
behaviors. ICAP postulates that Interactive engagement, demonstrated by co‐generative …
Educational data mining and learning analytics
In recent years, there has been increasing interest in using the methods of educational data
mining (EDM) and learning analytics (LA) to study and measure learner cognition. In this …
mining (EDM) and learning analytics (LA) to study and measure learner cognition. In this …
[HTML][HTML] Developing personalized education: A dynamic framework
Personalized education—the systematic adaptation of instruction to individual learners—has
been a long-striven goal. We review research on personalized education that has been …
been a long-striven goal. We review research on personalized education that has been …
[图书][B] Handbook of self-regulation of learning and performance
DH Schunk, B Zimmerman - 2011 - books.google.com
Self-regulated learning (or self-regulation) refers to the process whereby learners personally
activate and sustain cognitions, affects, and behaviours that are systematically oriented …
activate and sustain cognitions, affects, and behaviours that are systematically oriented …
Educational psychology is evolving to accommodate technology, multiple disciplines, and twenty-first-century skills
This article covers recent research activities in educational psychology that have an
interdisciplinary emphasis and that accommodate twenty-first-century skills in addition to the …
interdisciplinary emphasis and that accommodate twenty-first-century skills in addition to the …
Instruction based on adaptive learning technologies
A common intuition is that instruction is most effective if it takes into account (a) that learners
are different, and (b) that they change as they learn. But learners differ in a great many ways …
are different, and (b) that they change as they learn. But learners differ in a great many ways …
Focusing the conceptual lens on metacognition, self-regulation, and self-regulated learning
DL Dinsmore, PA Alexander, SM Loughlin - Educational psychology …, 2008 - Springer
The terms metacognition, self-regulation, and self-regulated learning appear frequently in
the educational literature and are sometimes used interchangeably. In order to explore the …
the educational literature and are sometimes used interchangeably. In order to explore the …