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 …
Data mining and education
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 …
variety of disciplines through analysis of data coming from various educational technologies …
Towards hybrid human‐AI learning technologies
I Molenaar - European Journal of Education, 2022 - Wiley Online Library
Education is a unique area for application of artificial intelligence (AI). In this article, the
augmentation perspective and the concept of hybrid intelligence are introduced to frame our …
augmentation perspective and the concept of hybrid intelligence are introduced to frame our …
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 …
Advanced, analytic, automated (AAA) measurement of engagement during learning
It is generally acknowledged that engagement plays a critical role in learning. Unfortunately,
the study of engagement has been stymied by a lack of valid and efficient measures. We …
the study of engagement has been stymied by a lack of valid and efficient measures. We …
Assessing implicit computational thinking in Zoombinis puzzle gameplay
There has been growing interest in assessing computational thinking (CT) across diverse
learners beyond the traditional forms of tests and assignments. Learning games offer the …
learners beyond the traditional forms of tests and assignments. Learning games offer the …
Population validity for educational data mining models: A case study in affect detection
Abstract Information and communication technology (ICT)‐enhanced research methods
such as educational data mining (EDM) have allowed researchers to effectively model a …
such as educational data mining (EDM) have allowed researchers to effectively model a …
[PDF][PDF] Baker Rodrigo Ocumpaugh monitoring protocol (BROMP) 2.0 technical and training manual
J Ocumpaugh - New York, NY and Manila, Philippines: Teachers …, 2015 - academia.edu
Quantitative Field Observations (QFOs) of student behaviors and affective states in
classroom environments. Formerly known as the Baker Rodrigo Observation Method …
classroom environments. Formerly known as the Baker Rodrigo Observation Method …
From high school access to postsecondary success: An exploratory study of the impact of high-rigor coursework
TL Morgan, D Zakhem, WL Cooper - Education Sciences, 2018 - mdpi.com
Educators and policymakers are keenly aware of the need to prepare students to compete in
an increasingly global society. It is widely accepted that a high school diploma is not …
an increasingly global society. It is widely accepted that a high school diploma is not …
Modeling how incoming knowledge, persistence, affective states, and in-game progress influence student learning from an educational game
This study investigated the relationships among incoming knowledge, persistence, affective
states, in-game progress, and consequently learning outcomes for students using the game …
states, in-game progress, and consequently learning outcomes for students using the game …