Educational data mining and learning analytics

RS Baker, T Martin, LM Rossi - The Wiley handbook of …, 2016 - Wiley Online Library
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 …

Pedagogical agents in K-12 education: a sco** review

S Zhang, CD Jaldi, NL Schroeder… - Journal of Research on …, 2024 - Taylor & Francis
Over the past three decades the field of pedagogical agents (PAs) has seen significant
growth, but no review has specifically focused on the design and use of PAs for K-12 …

Intelligent tutoring systems: How computers achieve learning gains that rival human tutors

SK D'Mello, A Graesser - Handbook of educational psychology, 2023 - taylorfrancis.com
Intelligent Tutoring System (ITSs) implement many affordances of digital technologies that
were articulated in the National Academy of Sciences, Engineering, and Medicine report …

16. Interaction-based affect detection in educational software

RS Baker, J Ocumpaugh - The Oxford handbook of affective …, 2014 - books.google.com
In recent years, the essential role that affect plays during learning has received greater
attention. Accordingly, there has been increasing interest in develo** affect-sensitive …

Population validity for educational data mining models: A case study in affect detection

J Ocumpaugh, R Baker, S Gowda… - British Journal of …, 2014 - Wiley Online Library
Abstract Information and communication technology (ICT)‐enhanced research methods
such as educational data mining (EDM) have allowed researchers to effectively model a …

Detecting and addressing frustration in a serious game for military training

JA DeFalco, JP Rowe, L Paquette… - International Journal of …, 2018 - Springer
Tutoring systems that are sensitive to affect show considerable promise for enhancing
student learning experiences. Creating successful affective responses requires …

[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 …

Middle school engagement with mathematics software and later interest and self-efficacy for STEM careers

J Ocumpaugh, MO San Pedro, H Lai, RS Baker… - Journal of Science …, 2016 - Springer
Research suggests that trajectories toward careers in science, technology, engineering, and
mathematics (STEM) emerge early and are influenced by multiple factors. This paper …

Carelessness and affect in an intelligent tutoring system for mathematics

MOZ San Pedro, RSJ Baker, MMT Rodrigo - International Journal of …, 2014 - Springer
We investigate the relationship between students' affect and their frequency of careless
errors while using an Intelligent Tutoring System for middle school mathematics. A student is …

[HTML][HTML] Assessing the disengaged behaviors of learners

RS Baker, LM Rossi - Design recommendations for intelligent …, 2013 - books.google.com
In recent years, an increasing number of models have been published that can infer if a
learner is behaviorally disengaged while working within an interactive learning environment …