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Towards Emotion Detection in Educational Scenarios from Facial Expressions and Body Movements through Multimodal Approaches
14 references·7 citing·44 second hop
Towards Emotion Detection in Educational Scenarios from Facial Expressions and Body Movements through Multimodal Approaches (2014)Towards Emotion Detection in Educational …The Body Action and Posture Coding System (BAP): Development and Reliability (2012)The Body Action and Posture C…Toward a Minimal Representation of Affective Gestures (2011)Toward a Minimal Representati…A Multimodal Database for Affect Recognition and Implicit Tagging (2011)A Multimodal Database for Aff…Recognizing emotions expressed by body pose: A biologically inspired neural model (2008)Recognizing emotions expresse…Proxemics, Kinesics, and Gaze (2008)Proxemics, Kinesics, and GazeRecognizing Affective Dimensions from Body Posture (2007)Recognizing Affective Dimensi…Cross-cultural differences in recognizing affect from body posture (2006)Cross-cultural differences in…International affective picture system (IAPS) : affective ratings of pictures and instruction manual (2005)International affective pictu…Emotion recognition through facial expression analysis based on a neurofuzzy network (2005)Emotion recognition through f…What Is Ecological Validity? A Dimensional Analysis (2001)What Is Ecological Validity? …Pleasure-arousal-dominance: A general framework for describing and measuring individual differences in Temperament (1996)Pleasure-arousal-dominance: A…Measuring emotion: The self-assessment manikin and the semantic differential (1994)Measuring emotion: The self-a…Development and validation of brief measures of positive and negative affect: The PANAS scales. (1988)Development and validation of…Development and validation of brief measures of positive and negative affect: The PANAS scales. (1988)Development and validation of…The Ethical Challenges of Educational Artificial Intelligence and Coping Measures: A Discussion in the Context of the 2024 World Digital Education Conference (2024)The Ethical Challenges of Edu…Machine learning for human emotion recognition: a comprehensive review (2024)Machine learning for human em…Wearables for Engagement Detection in Learning Environments: A Review (2022)Wearables for Engagement Dete…The positivity principle: do positive instructors improve learning from video lectures? 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(2002)Automatic Recognition of Non-Acted Affective Postures (2011)Understanding the Role of Body Movement in Player Engagement (2012)Nonverbal Dialects and Accents in Facial Expressions of Emotion (2013)The Measurement of Meaning (1957)Manual for the State-Trait Anxiety Inventory (1970)A circumplex model of affect. (1980)A review of affective computing: From unimodal analysis to multimodal fusion (2017)EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks (2018)EEG-Based Emotion Recognition Using Regularized Graph Neural Networks (2020)A Rationale and Test for the Number of Factors in Factor Analysis (1965)Affective Computing (1997)A Survey of Autonomous Human Affect Detection Methods for Social Robots Engaged in Natural HRI (2015)Emotion Recognition From Body Movement (2019)A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting (1997)A Survey of Affect Recognition Methods: Audio, Visual, and Spontaneous Expressions (2008)DEAP: A Database for Emotion Analysis ;Using Physiological Signals (2011)DREAMER: A Database for Emotion Recognition Through EEG and ECG Signals From Wireless Low-cost Off-the-Shelf Devices (2017)Emotions Recognition Using EEG Signals: A Survey (2017)Identifying Stable Patterns over Time for Emotion Recognition from EEG (2017)The Cognitive Structure of Emotions (1988)The cognitive structure of emotions (1989)THE DICTIONARY OF AFFECT IN LANGUAGE (1989)A survey of affect recognition methods (2007)Multimodal emotion recognition from expressive faces, body gestures and speech (2007)Towards unobtrusive emotion recognition for affective social communication (2012)An Inventory for Measuring Depression (1961)Stress, social support, and the buffering hypothesis. (1985)Behavioral inhibition, behavioral activation, and affective responses to impending reward and punishment: The BIS/BAS Scales. (1994)Individual differences in two emotion regulation processes: Implications for affect, relationships, and well-being. (2003)The benefits of being present: Mindfulness and its role in psychological well-being. (2003)The nature and measurement of meaning. (1952)AffectNet: A Database for Facial Expression, Valence, and Arousal Computing in the Wild (2017)The Ryerson Audio-Visual Database of Emotional Speech and Song (RAVDESS): A dynamic, multimodal set of facial and vocal expressions in North American English (2018)Dealing with feeling: A meta-analysis of the effectiveness of strategies derived from the process model of emotion regulation. (2012)Взаимосвязь статуса занятости и пола с уровнем психологического благополучия (2026)
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References

  • 1988Development and validation of brief measures of positive and negative affect: The PANAS scales.32,408 cited
  • 1988Development and validation of brief measures of positive and negative affect: The PANAS scales.31,356 cited
  • 1994Measuring emotion: The self-assessment manikin and the semantic differential9,531 cited
  • 2005International affective picture system (IAPS) : affective ratings of pictures and instruction manual5,307 cited
  • 2011A Multimodal Database for Affect Recognition and Implicit Tagging1,664 cited
  • 1996Pleasure-arousal-dominance: A general framework for describing and measuring individual differences in Temperament1,491 cited
  • 2001What Is Ecological Validity? A Dimensional Analysis564 cited
  • 2005Emotion recognition through facial expression analysis based on a neurofuzzy network242 cited
  • 2006Cross-cultural differences in recognizing affect from body posture226 cited
  • 2011Toward a Minimal Representation of Affective Gestures215 cited
  • 2008Recognizing emotions expressed by body pose: A biologically inspired neural model174 cited
  • 2012The Body Action and Posture Coding System (BAP): Development and Reliability174 cited
  • 2007Recognizing Affective Dimensions from Body Posture149 cited
  • 2008Proxemics, Kinesics, and Gaze73 cited

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Cited by

  • 2024Machine learning for human emotion recognition: a comprehensive review79 cited
  • 2018Emotional expression in psychiatric conditions: New technology for clinicians78 cited
  • 2021The positivity principle: do positive instructors improve learning from video lectures?67 cited
  • 2022Wearables for Engagement Detection in Learning Environments: A Review61 cited
  • 2014An Evaluation of Mouse and Keyboard Interaction Indicators towards Non-intrusive and Low Cost Affective Modeling in an Educational Context61 cited
  • 2019A Micro-expression Recognition Algorithm for Students in Classroom Learning Based on Convolutional Neural Network54 cited
  • 2024The Ethical Challenges of Educational Artificial Intelligence and Coping Measures: A Discussion in the Context of the 2024 World Digital Education Conference33 cited