The effects of computer-assisted adaptive instruction and elaborated feedback on learning outcomes. A randomized control trial

K Iterbeke, K De Witte, W Schelfhout - Computers in Human Behavior, 2021 - Elsevier
Using a computer-based learning environment, the present paper studied the effects of
adaptive instruction and elaborated feedback on the learning outcomes of secondary school …

Affect-targeted interviews for understanding student frustration

RS Baker, N Nasiar, JL Ocumpaugh, S Hutt… - … Conference on Artificial …, 2021 - Springer
Frustration is a natural part of learning in AIED systems but remains relatively poorly
understood. In particular, it remains unclear how students' perceptions about the learning …

Machine learning approaches for boredom classification using EEG

J Seo, TH Laine, KA Sohn - Journal of Ambient Intelligence and …, 2019 - Springer
Recently, commercial physiological sensors and computing devices have become cheaper
and more accessible, while computer systems have become increasingly aware of their …

Pedagogical agents in an adaptive E-learning system

AMA Hussein, HKM Al-Chalabi - SAR J. Sci. Res, 2020 - ceeol.com
The pedagogical agents for e-learning can immensely help in improving the quality of
teaching, evaluating and learning the process through appropriate pedagogical agents. The …

An exploration of machine learning methods for robust boredom classification using EEG and GSR data

J Seo, TH Laine, KA Sohn - Sensors, 2019 - mdpi.com
In recent years, affective computing has been actively researched to provide a higher level
of emotion-awareness. Numerous studies have been conducted to detect the user's …

Social cognitive and affective neuroscience in human–machine systems: A roadmap for improving training, human–robot interaction, and team performance

TJ Wiltshire, SM Fiore - IEEE Transactions on Human-Machine …, 2014 - ieeexplore.ieee.org
This paper augments recent advances in social cognitive and affective neuroscience
(SCAN) and illustrates their relevance to the development of novel human-machine systems …

[HTML][HTML] ‒A Guide to Instructional Techniques, Strategies and Tactics to Manage Learner Affect, Engagement, and Grit

RA Sottilare, JA DeFalco, J Connor - … for intelligent tutoring …, 2014 - books.google.com
This chapter reviews instructional methods (techniques, strategies, and tactics) in the
literature used to promote positive affective states resulting in the acquisition of “robust” …

[KNIHA][B] Adaptive Intelligent Tutoring System (ITS) Research in Support of the Army Learning Model--Research Outline

R Sottilare - 2013 - gifttutoring.org
Current Army standards for training and education are group instruction and classroom
training also known as one-to-many instruction. Recently, the Army has placed significant …

Applications of cognitive transformation theory: Examining the role of sensemaking in the instruction of air traffic control students

TJ Wiltshire, KJ Neville, MR Lauth… - Journal of Cognitive …, 2014 - journals.sagepub.com
Complex domains require cognitive work for which current approaches to training may be ill-
suited. To improve training for cognitive work, Klein and Baxter have proposed Cognitive …

[KNIHA][B] Effectiveness evaluation tools and methods for adaptive training and education in support of the US Army learning model: research outline

J Johnston, G Goodwin, J Moss, R Sottilare, S Ososky… - 2015 - gifttutoring.org
While human tutoring and mentoring are common teaching tools, current US Army standards
for training and education are group instruction and classroom training, also known as “one …