Human emotion recognition: Review of sensors and methods
Automated emotion recognition (AEE) is an important issue in various fields of activities
which use human emotional reactions as a signal for marketing, technical equipment, or …
which use human emotional reactions as a signal for marketing, technical equipment, or …
Multimodal data capabilities for learning: What can multimodal data tell us about learning?
K Sharma, M Giannakos - British Journal of Educational …, 2020 - Wiley Online Library
Most research on learning technology uses clickstreams and questionnaires as their primary
source of quantitative data. This study presents the outcomes of a systematic literature …
source of quantitative data. This study presents the outcomes of a systematic literature …
Affective computing in education: A systematic review and future research
It is becoming a trend to apply an emotional lens and to position emotions as central to
educational interactions. Recently, affective computing has been one of the most actively …
educational interactions. Recently, affective computing has been one of the most actively …
Exploring the impact of the design thinking model on fifth graders' creative self-efficacy, situational interest, and individual interest in STEM education
W He, J Yan, C Wang, L Liao, X Hu - Thinking Skills and Creativity, 2023 - Elsevier
Abstract Design thinking has gained considerable attention as an approach to improve the
effectiveness of STEM education. This study endeavours to investigate the influence of the …
effectiveness of STEM education. This study endeavours to investigate the influence of the …
The transition from intelligent to affective tutoring system: a review and open issues
The swelling use of computerized learning, accompanied by the rapid growth of information
technology has become a surge of interest in the research community. Consequently …
technology has become a surge of interest in the research community. Consequently …
Emotion recognition in affective tutoring systems: Collection of ground-truth data
For the last 50 years, intelligent tutoring systems have been developed with the aim to
supporting one of the most successful educational forms–individual teaching. Recent …
supporting one of the most successful educational forms–individual teaching. Recent …
Affective design using machine learning: a survey and its prospect of conjoining big data
Customer satisfaction in purchasing new products is an important issue that needs to be
addressed in today's competitive markets. A product with good affective design excites …
addressed in today's competitive markets. A product with good affective design excites …
ATTENDEE: an AffecTive Tutoring system based on facial EmotioN recognition and heaD posE Estimation to personalize e-learning environment
In recent years, the main problem in e-learning has shifted to personalization of learning
environment by Intelligent Tutoring Systems (ITSs). Therefore, by designing personalized …
environment by Intelligent Tutoring Systems (ITSs). Therefore, by designing personalized …
Does the use of learning management systems with hypermedia mean improved student learning outcomes?
MC Sáiz-Manzanares, R Marticorena-Sánchez… - Frontiers in …, 2019 - frontiersin.org
Learning management systems (LMSs) that incorporate hypermedia Smart Tutoring
Systems and personalized student feedback can increase self-regulated learning (SRL) …
Systems and personalized student feedback can increase self-regulated learning (SRL) …
The use of data science for education: The case of social-emotional learning
MC Liu, YM Huang - Smart Learning Environments, 2017 - Springer
The broad availability of educational data has led to an interest in analyzing useful
knowledge to inform policy and practice with regard to education. A data science research …
knowledge to inform policy and practice with regard to education. A data science research …