Data mining and education

KR Koedinger, S D'Mello… - Wiley …, 2015 - Wiley Online Library
An emerging field of educational data mining (EDM) is building on and contributing to a wide
variety of disciplines through analysis of data coming from various educational technologies …

Online teaching and learning in higher education: Lessons learned in crisis situations

SI Hofer, N Nistor, C Scheibenzuber - Computers in Human Behavior, 2021 - Elsevier
In the year 2020, the Covid-19 pandemic turned both private and public life upside down.
Teaching and learning at higher education institutions worldwide had to move online on …

Learning Mathematics in Metacognitively Oriented ICT‐Based Learning Environments: A Systematic Review of the Literature

L Verschaffel, F Depaepe… - Education Research …, 2019 - Wiley Online Library
This article encompasses a systematic review of the research on ICT‐based learning
environments for metacognitively oriented K‐12 mathematics education. This review begins …

Metacognitive regulation of text learning: on screen versus on paper.

R Ackerman, M Goldsmith - Journal of experimental psychology …, 2011 - psycnet.apa.org
Despite immense technological advances, learners still prefer studying text from printed
hardcopy rather than from computer screens. Subjective and objective differences between …

A multimedia adaptive tutoring system for mathematics that addresses cognition, metacognition and affect

I Arroyo, BP Woolf, W Burelson, K Muldner… - International Journal of …, 2014 - Springer
This article describes research results based on multiple years of experimentation and real-
world experience with an adaptive tutoring system named Wayang Outpost. The system …

Learning to self-monitor and self-regulate

MVJ Veenman - Handbook of research on learning and instruction, 2016 - taylorfrancis.com
In the educational literature, the terms metacognition and self-regulated learning are often
used interchangeably (Veenman, 2007), although their conceptual roots and theoretical …

Improving students' help-seeking skills using metacognitive feedback in an intelligent tutoring system

I Roll, V Aleven, BM McLaren, KR Koedinger - Learning and instruction, 2011 - Elsevier
The present research investigated whether immediate metacognitive feedback on students'
help-seeking errors can help students acquire better help-seeking skills. The Help Tutor, an …

Taking reading comprehension exams on screen or on paper? A metacognitive analysis of learning texts under time pressure

R Ackerman, T Lauterman - Computers in human behavior, 2012 - Elsevier
People often attribute their reluctance to study texts on screen to technology-related factors
rooted in hardware or software. However, previous studies have pointed to screen inferiority …

Programming, problem solving, and self-awareness: Effects of explicit guidance

D Loksa, AJ Ko, W Jernigan, A Oleson… - Proceedings of the …, 2016 - dl.acm.org
More people are learning to code than ever, but most learning opportunities do not explicitly
teach the problem solving skills necessary to succeed at open-ended programming …

Identifying teachers' supports of metacognition through classroom talk and its relation to growth in conceptual learning.

CD Zepeda, CO Hlutkowsky, AC Partika… - Journal of …, 2019 - psycnet.apa.org
A gulf exists between prior work testing metacognitive instructional interventions and teacher
practices that may support metacognition in the classroom. To help bridge this gulf, we …