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Affective computing in education: A systematic review and future research
16 references·16 citing·45 second hopsampled
Affective computing in education: A systematic review and future research (2019)Affective computing in education: A syste…A review of affective computing: From unimodal analysis to multimodal fusion (2017)A review of affective computi…Emotional design in multimedia learning: Effects of shape and color on affect and learning (2013)Emotional design in multimedi…Measuring emotions in students’ learning and performance: The Achievement Emotions Questionnaire (AEQ) (2010)Measuring emotions in student…Affect Detection: An Interdisciplinary Review of Models, Methods, and Their Applications (2010)Affect Detection: An Interdis…Using the Limited Capacity Model of Motivated Mediated Message Processing to Design Effective Cancer Communication Messages (2006)Using the Limited Capacity Mo…The Control-Value Theory of Achievement Emotions: Assumptions, Corollaries, and Implications for Educational Research and Practice (2006)The Control-Value Theory of A…Analyzing the Past to Prepare for the Future: Writing a Literature Review (2002)Analyzing the Past to Prepare…Academic Emotions in Students' Self-Regulated Learning and Achievement: A Program of Qualitative and Quantitative Research (2002)Academic Emotions in Students…The Emerging Field of Emotion Regulation: An Integrative Review (1998)The Emerging Field of Emotion…Affective Computing (1997)Affective ComputingAn argument for basic emotions (1992)An argument for basic emotionsThe Cognitive Structure of Emotions. (1989)The Cognitive Structure of Em…The Cognitive Structure of Emotions (1988)The Cognitive Structure of Em…Vocal affect expression: A review and a model for future research. (1986)Vocal affect expression: A re…A circumplex model of affect. (1980)A circumplex model of affect.Constants across cultures in the face and emotion. (1971)Constants across cultures in …Learners’ continuance intention in multimodal language learning education: An innovative multiple linear regression model (2024)Learners’ continuance intenti…Exploring contactless techniques in multimodal emotion recognition: insights into diverse applications, challenges, solutions, and prospects (2024)Exploring contactless techniq…Bridging computer and education sciences: A systematic review of automated emotion recognition in online learning environments (2024)Bridging computer and educati…Measuring emotions in education using wearable devices: A systematic review (2023)Measuring emotions in educati…Emotion recognition from unimodal to multimodal analysis: A review (2023)Emotion recognition from unim…EmoSet: A Large-scale Visual Emotion Dataset with Rich Attributes (2023)EmoSet: A Large-scale Visual …Dual-TBNet: Improving the Robustness of Speech Features via Dual-Transformer-BiLSTM for Speech Emotion Recognition (2023)Dual-TBNet: Improving the Rob…Deep Learning Approaches for Bimodal Speech Emotion Recognition: Advancements, Challenges, and a Multi-Learning Model (2023)Deep Learning Approaches for …Affective Computing: Recent Advances, Challenges, and Future Trends (2023)Affective Computing: Recent A…A Large Finer-grained Affective Computing EEG Dataset (2023)A Large Finer-grained Affecti…Self Supervised Adversarial Domain Adaptation for Cross-Corpus and Cross-Language Speech Emotion Recognition (2022)Self Supervised Adversarial D…A Study on Recognising the Application of Multiple Big Data Technologies and its Related Issues, Difficulties and Opportunities (2022)A Study on Recognising the Ap…NeuroSense: Short-term emotion recognition and understanding based on spiking neural network modelling of spatio-temporal EEG patterns (2021)NeuroSense: Short-term emotio…Developing a gamified AI-enabled online learning application to improve students’ perception of university physics (2021)Developing a gamified AI-enab…Multi-modal Continuous Dimensional Emotion Recognition Using Recurrent Neural Network and Self-Attention Mechanism (2020)Multi-modal Continuous Dimens…Decision to Adopt Neuromarketing Techniques for Sustainable Product Marketing: A Fuzzy Decision-Making Approach (2020)Decision to Adopt Neuromarket…The expression of the emotions in man and animals. (1872)Nebraska Symposium on Motivation: 1955 (1957)Emotion And Adaptation (1991)Well-being : the foundations of hedonic psychology (1999)Handbook of Positive Psychology (2001)The Repertoire of Nonverbal Behavior: Categories, Origins, Usage, and Coding (1969)Patterns of cognitive appraisal in emotion. (1985)What's basic about basic emotions? (1990)Affect, imagery, consciousness, Vol. 1: The positive affects. (1992)On the universality and cultural specificity of emotion recognition: A meta-analysis. (2002)Self-efficacy: Toward a unifying theory of behavioral change. (1977)Self-efficacy: Toward a unifying theory of behavioral change. (1977)Stress, appraisal, and coping (1985)How students create motivationally supportive learning environments for themselves: The concept of agentic engagement. (2013)The influence of academic self-efficacy on academic performance: A systematic review (2015)Achievement Emotions and Academic Performance: Longitudinal Models of Reciprocal Effects (2017)An attributional theory of achievement motivation and emotion. (1985)Mood and the use of scripts: Does a happy mood really lead to mindlessness? (1996)The role of positive emotions in positive psychology: The broaden-and-build theory of positive emotions. (2001)A Motivational Science Perspective on the Role of Student Motivation in Learning and Teaching Contexts. (2003)Self-Efficacy: The Exercise of Control (1999)Emotional regulation in the workplace: A new way to conceptualize emotional labor. (2000)Emotion regulation: Affective, cognitive, and social consequences (2002)Diagnostic and Statistical Manual of Mental Disorders (2013)Emotion Regulation: Current Status and Future Prospects (2015)Information Systems Success: The Quest for the Dependent Variable (1992)Strategies for Theorizing from Process Data (1999)Review : Knowledge Management and Knowledge Management Systems: Conceptual Foundations And Research Issues1,2 (2001)Does Gamification Work? -- A Literature Review of Empirical Studies on Gamification (2014)Literature review as a research methodology: An overview and guidelines (2019)Opinion Paper: “So what if ChatGPT wrote it?” Multidisciplinary perspectives on opportunities, challenges and implications of generative conversational AI for research, practice and policy (2023)The Principles of Psychology (1891)Hedges: A Study in Meaning Criteria and the Logic of Fuzzy Concepts (1975)The robust beauty of improper linear models in decision making. (1979)Development and validation of brief measures of positive and negative affect: The PANAS scales. (1988)Culture and the Self: Implications for Cognition, Emotion, and Motivation (1991)Measuring emotion: The self-assessment manikin and the semantic differential (1994)Self-efficacy: Toward a unifying theory of behavioral change (1978)Sources of Self-Efficacy in School: Critical Review of the Literature and Future Directions (2008)Achievement goals and achievement emotions: Testing a model of their joint relations with academic performance. (2009)Core affect and the psychological construction of emotion. (2003)The Benefits of Frequent Positive Affect: Does Happiness Lead to Success? (2005)Machines and Mindlessness: Social Responses to Computers (2000)IEMOCAP: interactive emotional dyadic motion capture database (2008)DEAP: A Database for Emotion Analysis ;Using Physiological Signals (2011)
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References

  • 1980A circumplex model of affect.16,320 cited
  • 1998The Emerging Field of Emotion Regulation: An Integrative Review9,898 cited
  • 1992An argument for basic emotions9,642 cited
  • 2002Analyzing the Past to Prepare for the Future: Writing a Literature Review7,440 cited
  • 1997Affective Computing7,373 cited
  • 1988The Cognitive Structure of Emotions6,207 cited
  • 2006The Control-Value Theory of Achievement Emotions: Assumptions, Corollaries, and Implications for Educational Research and Practice5,605 cited
  • 1971Constants across cultures in the face and emotion.5,506 cited
  • 2002Academic Emotions in Students' Self-Regulated Learning and Achievement: A Program of Qualitative and Quantitative Research3,926 cited
  • 2010Measuring emotions in students’ learning and performance: The Achievement Emotions Questionnaire (AEQ)2,245 cited
  • 2010Affect Detection: An Interdisciplinary Review of Models, Methods, and Their Applications1,892 cited
  • 1986Vocal affect expression: A review and a model for future research.1,768 cited
  • 2017A review of affective computing: From unimodal analysis to multimodal fusion1,640 cited
  • 2006Using the Limited Capacity Model of Motivated Mediated Message Processing to Design Effective Cancer Communication Messages731 cited

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  • 2013Emotional design in multimedia learning: Effects of shape and color on affect and learning550 cited
  • 1989The Cognitive Structure of Emotions.543 cited
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