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A Deep Learning Approach to Detecting Engagement of Online Learners
12 references·2 citing·47 second hop
A Deep Learning Approach to Detecting Engagement of Online Learners (2018)A Deep Learning Approach to Detecting Eng…DAiSEE: Towards User Engagement Recognition in the Wild (2016)DAiSEE: Towards User Engageme…Automated Detection of Engagement Using Video-Based Estimation of Facial Expressions and Heart Rate (2016)Automated Detection of Engage…The Faces of Engagement: Automatic Recognition of Student Engagementfrom Facial Expressions (2014)The Faces of Engagement: Auto…Automatically Recognizing Facial Expression: Predicting Engagement and Frustration (2013)Automatically Recognizing Fac…Meta-Analysis of the First Facial Expression Recognition Challenge (2012)Meta-Analysis of the First Fa…Handbook of Research on Student Engagement (2012)Handbook of Research on Stude…Multimodal semi-automated affect detection from conversational cues, gross body language, and facial features (2010)Multimodal semi-automated aff…A Survey of Affect Recognition Methods: Audio, Visual, and Spontaneous Expressions (2008)A Survey of Affect Recognitio…Observer-Based Measurement of Facial Expression with the Facial Action Coding System (2007)Observer-Based Measurement of…An investigation of hope, academics, environment, and motivation as predictors of persistence in higher education online programs (2007)An investigation of hope, aca…Dynamics of facial expression extracted automatically from video (2006)Dynamics of facial expression…Evaluation of Gabor-wavelet-based facial action unit recognition in image sequences of increasing complexity (2003)Evaluation of Gabor-wavelet-b…Leveraging Artificial Intelligence to Predict Young Learner Online Learning Engagement (2022)Leveraging Artificial Intelli…Engagement Detection in e-Learning Environments using Convolutional Neural Networks (2019)Engagement Detection in e-Lea…The Repertoire of Nonverbal Behavior: Categories, Origins, Usage, and Coding (1969)An argument for basic emotions (1992)Selective Transfer Machine for Personalized Facial Expression Analysis (2016)AFEW-VA database for valence and arousal estimation in-the-wild (2017)Facial Expression Recognition: A Survey (2019)A Coefficient of Agreement for Nominal Scales (1960)Affective Computing (1997)A multi-componential analysis of emotions during complex learning with an intelligent multi-agent system (2015)Multimodal Depression Detection: Fusion Analysis of Paralinguistic, Head Pose and Eye Gaze Behaviors (2016)Virtually human: anthropomorphism in virtual influencer marketing (2024)Comprehensive database for facial expression analysis (2002)Toward Practical Smile Detection (2009)Facial expression analysis with AFFDEX and FACET: A validation study (2017)A Conceptual Model of Nontraditional Undergraduate Student Attrition (1985)The will and the ways: Development and validation of an individual-differences measure of hope. (1991)The will and the ways: Development and validation of an individual-differences measure of hope. (1991)Mindfulness as a cognitive – emotional segmentation strategy: An intervention promoting work – life balance (2014)Factors Contributing to Student Retention in Online Learning and Recommended Strategies for Improvement: A Systematic Literature Review (2019)A balancing act: a window into online student engagement experiences (2020)A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting (1997)School Engagement: Potential of the Concept, State of the Evidence (2004)The Extended Cohn-Kanade Dataset (CK+): A complete dataset for action unit and emotion-specified expression (2010)Microexpression Identification and Categorization Using a Facial Dynamics Map (2016)Classifying Emotions and Engagement in Online Learning Based on a Single Facial Expression Recognition Neural Network (2022)Development and validation of brief measures of positive and negative affect: The PANAS scales. (1988)Development and validation of brief measures of positive and negative affect: The PANAS scales. (1988)Affect Detection: An Interdisciplinary Review of Models, Methods, and Their Applications (2010)A Multimodal Database for Affect Recognition and Implicit Tagging (2011)Deep Facial Expression Recognition: A Survey (2020)Human expression recognition from motion using a radial basis function network architecture (1996)Measuring facial expressions by computer image analysis (1999)Automated Measurement of Facial Expression in Infant–Mother Interaction: A Pilot Study (2009)FERA 2017 - Addressing Head Pose in the Third Facial Expression Recognition and Analysis Challenge (2017)A survey of emotion recognition methods with emphasis on E-Learning environments (2019)Facial Action Coding System (1978)PSYCHOLOGICAL CONDITIONS OF PERSONAL ENGAGEMENT AND DISENGAGEMENT AT WORK. (1990)Unobtrusive Assessment of Students' Emotional Engagement during Lectures Using Electrodermal Activity Sensors (2018)Multimodal big data affective analytics: A comprehensive survey using text, audio, visual and physiological signals (2019)Review and Perspectives on Driver Digital Twin and Its Enabling Technologies for Intelligent Vehicles (2022)Measuring cognitive and psychological engagement: Validation of the Student Engagement Instrument (2006)Student Engagement: What Is It? Why Does It Matter? (2012)PISA 2018 Assessment and Analytical Framework (2019)Mapping research in student engagement and educational technology in higher education: a systematic evidence map (2020)The expression of the emotions in man and animals. (1872)Face Expression Recognition and Analysis: The State of the Art (2012)A high-resolution spontaneous 3D dynamic facial expression database (2013)Nonverbal Communication (2018)
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References

  • 2012Handbook of Research on Student Engagement3,048 cited
  • 2008A Survey of Affect Recognition Methods: Audio, Visual, and Spontaneous Expressions2,797 cited
  • 2014The Faces of Engagement: Automatic Recognition of Student Engagementfrom Facial Expressions683 cited
  • 2007Observer-Based Measurement of Facial Expression with the Facial Action Coding System398 cited
  • 2006Dynamics of facial expression extracted automatically from video358 cited
  • 2016Automated Detection of Engagement Using Video-Based Estimation of Facial Expressions and Heart Rate331 cited
  • 2010Multimodal semi-automated affect detection from conversational cues, gross body language, and facial features323 cited
  • 2012Meta-Analysis of the First Facial Expression Recognition Challenge296 cited
  • 2007An investigation of hope, academics, environment, and motivation as predictors of persistence in higher education online programs241 cited
  • 2003Evaluation of Gabor-wavelet-based facial action unit recognition in image sequences of increasing complexity225 cited
  • 2013Automatically Recognizing Facial Expression: Predicting Engagement and Frustration171 cited
  • 2016DAiSEE: Towards User Engagement Recognition in the Wild121 cited

Cited by

  • 2019Engagement Detection in e-Learning Environments using Convolutional Neural Networks61 cited

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2022
Leveraging Artificial Intelligence to Predict Young Learner Online Learning Engagement
59 cited