Affective Analytics

Affective Analytics is a subfield of Learning Analytics that focuses on the measurement, interpretation, and application of emotional, motivational, and attitudinal states of learners to enhance educational outcomes and support personalized learning experiences.

Publications

3.3K

Citations

201

Authors

Institutions

Publications per year

2017–2026

Parents

Learning Analytics

Publications

Affective e-Learning: Using "Emotional" Data to Improve Learning in Pervasive Learning Environment

Liping Shen, Minjuan Wang, Ruimin Shen · 2009 · 378 citations · Full text

Education, Educational Psychology, Educational Technology +17

Multimodal big data affective analytics: A comprehensive survey using text, audio, visual and physiological signals

Nusrat Jahan Shoumy, Li-Minn Ang, Kah Phooi Seng et al. · Journal of Network and Computer Applications · 2019 · 172 citations · Full text

Computing, Data Science, Big Data Analytics +15

Towards Sensor-Free Affect Detection in Cognitive Tutor Algebra.

Ryan S. Baker, Sujith M. Gowda, Michael Wixon et al. · 2012 · 152 citations

Education, Computer Science, Educational Technology +17

Review of affective computing in education/learning: Trends and challenges

Chih‐Hung Wu, Yueh‐Min Huang, Jan-Pan Hwang · British Journal of Educational Technology · 2015 · 151 citations · Full text

Education, Educational Psychology, Educational Technology +17

THE WORK THAT AFFECTIVE ECONOMICS DOES

Mark Andrejevic · Cultural Studies · 2011 · 141 citations

Business, Economics, Marketing +15

1–5 of 68

Authors

201

RS
Ryan S. Baker
Columbia University, United States
3 publications · 223 citations
3
h-index
SK
Sidney K. D’Mello
University of Notre Dame, United States
3 publications · 89 citations
3
h-index
JO
Jaclyn Ocumpaugh
Columbia University, United States
3 publications · 223 citations
3
h-index
RS
Ruimin Shen
Shanghai Jiao Tong University, China
2 publications · 417 citations
2
h-index
AS
Aatish Salvi
Worcester Polytechnic Institute, United States
2 publications · 169 citations
2
h-index

1–5 of 201

Institutions

1–8 of 94

Venues

EdMedia: World Conference on Educational Media and Technology
Conference · 2 publications · 41 citations
2
h-index
arXiv (Cornell University)
Repository · 1 publications · 11 citations
1
h-index
Computer Science Review
1 publications · 47 citations
1
h-index
Personality and Individual Differences
1 publications · 59 citations
1
h-index
Eurasia Journal of Mathematics Science and Technology Education
EJMSTE · 1 publications · 22 citations
1
h-index

1–5