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Epistemic Value of Emotions

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Emotion-Semantic-Aware Dual Contrastive Learning for Epistemic Emotion Identification of Learner-Generated Reviews in MOOCs

IEEE Transactions on Neural Networks and Learning Systems, 2023
Identifying the epistemic emotions of learner-generated reviews in massive open online courses (MOOCs) can help instructors provide adaptive guidance and interventions for learners.
Zhi Liu   +6 more
semanticscholar   +1 more source

Epistemic Emotion Detection by Video-based and Heart Rate Variability Features for Online Learning

IEEE International Conference on Consumer Electronics, 2023
In this paper, we propose a multimodal method for monitoring epistemic emotions for e-learners. Epistemic emotions are related to knowledge generation and academic performance so it is important to comprehend these emotions to improve teaching and ...
S. Bounyong   +2 more
semanticscholar   +1 more source

Leveraging the epistemic emotion of awe as a pedagogical tool to teach science

International Journal of Science Education, 2022
Awe is a complex emotion theorised to impact science learning and practice. In science education, awe has the potential to motivate explanation-seeking, promote conceptual change, and instill feelings of connectedness to the natural world.
M. Gail Jones   +7 more
semanticscholar   +1 more source

Epistemic Emotions and Metacognitive Feelings

2021
Epistemic emotions such as surprise, curiosity, and confusion occur during epistemic cognitive activities. They result from cognitive appraisals about the (mis-)alignment between new information and existing knowledge or beliefs. More specifically, epistemic emotions can be triggered by discrepant or contradictory information that prompts cognitive ...
Vogl, Elisabeth   +2 more
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Anxiety as a Positive Epistemic Emotion in Politics

, 2021
People suffer from a variety of cognitive shortcomings when forming and updating their political beliefs. Three pervasive shortcomings are confirmation bias, disconfirmation bias, and motivated reasoning.
Leandro De Brasi   +2 more
semanticscholar   +1 more source

Epistemic beliefs as predictors of epistemic emotions: Extending a theoretical model

British Journal of Educational Psychology, 2017
Background The cognitive incongruity model of epistemic beliefs and emotions states that if students’ beliefs about the nature of knowledge (e.g., knowledge as simple and absolute) are incompatible with the epistemic nature of learning materials (
Tom Rosman, Anne‐Kathrin Mayer
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Shared and unique features of epistemic emotions: Awe, surprise, curiosity, interest, confusion, and boredom.

Emotion, 2023
Epistemic emotions are hardly ever studied together, making it difficult to predict what features are shared versus unique to each emotion. To address this, we conducted two autobiographical recall experiments.
M. Noordewier, M. Gocłowska
semanticscholar   +1 more source

Enhanced Trimodal Emotion Recognition Using Multibranch Fusion Attention with Epistemic Neural Networks and Fire Hawk Optimization

Journal of Machine and Computing
Emotions are very crucial for humans as they determine our ways of thinking, our actions, and even how we interrelate with other persons. Recognition of emotions plays a critical role in areas such as interaction between humans and computers, mental ...
Bangar Raju Cherukuri
semanticscholar   +1 more source

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