The use of literary texts in language classrooms is firmly established, but new questions arise with the transfer to remote teaching and learning. How do we teach literature online? How do learners react to being taught literature online? Will new genres emerging from the COVID-19 pandemic? Is the l
New Perspectives on Affect and Learning Technologies
β Scribed by Rafael A. Calvo, Sidney K. DβMello (auth.), Rafael A. Calvo, Sidney K. D'Mello (eds.)
- Publisher
- Springer-Verlag New York
- Year
- 2011
- Tongue
- English
- Leaves
- 303
- Series
- Explorations in the Learning Sciences, Instructional Systems and Performance Technologies 3
- Edition
- 1
- Category
- Library
No coin nor oath required. For personal study only.
β¦ Synopsis
Of all the differences between human beings and computers, emotion is perhaps the most basic: humans have them and use them; machines do not, except with human help. One of the most promising arenas for human/computer intervention has been in the form of educational technologies that respond to the intersection of affect and cognition that occurs during learning. Synthesizing knowledge across psychology, education, computer science, and related fields, these affect-sensitive learning environments coordinate pedagogy with student emotions to promote optimal learning.
The first full-length treatment of its subject, New Perspectives on Affect and Learning Technologies explores new theoretical perspectives and technological advances concerning the role of affect in learning. Broadening this concept to include related constructs of motivation, engagement, metacognition, and creativity, the book mines a wealth of behavioral, physiological, and linguistic data for a state-of-the-art survey of affective computing in education. This interdisciplinary approach, in turn, adds to the knowledge base on the affective components of studentsβ learning experience. Chapter authors provide dispatches from all corners of the field, including:
- Current neuroscientific findings on emotion and learning.
- Pedagogical and motivational strategies sensitive to affective and cognitive processes.
- Multimodal human/computer interfaces, with emphasis on affect recognition.
- Innovations in methodologies for investigating affect and learning.
- Design issues in developing affect-aware learning environments.
- Latest advances in intelligent tutoring systems.
New Perspectives on Affect and Learning Technologies deserves a wide audience among researchers in learning technologies, affective computing, human/computer interaction, artificial intelligence in education, and intelligent tutoring systems, as well as the greater educational research and cognitive science communities.
β¦ Table of Contents
Front Matter....Pages i-xvii
Front Matter....Pages 1-1
Introduction....Pages 3-10
Theoretical Perspectives on Affect and Deep Learning....Pages 11-21
Emotions as Drivers of Learning and Cognitive Development....Pages 23-39
Towards a Motivationally Intelligent Pedagogy: How Should an Intelligent Tutor Respond to the Unmotivated or the Demotivated?....Pages 41-52
Front Matter....Pages 53-53
Natural Affect Data: Collection and Annotation....Pages 55-70
Combining Cognitive Appraisal and Sensors for Affect Detection in a Framework for Modeling User Affect....Pages 71-84
Affect Recognition and Expression in Narrative-Centered Learning Environments....Pages 85-96
Advancing a Multimodal Real-Time Affective Sensing Research Platform....Pages 97-112
A Motivationally Supportive Affect-Sensitive AutoTutor....Pages 113-126
Actionable Affective Processing for Automatic Tutor Interventions....Pages 127-140
Integrating Cognitive, Metacognitive, and Affective Regulatory Processes with MetaTutor....Pages 141-154
Designing Adaptive Motivational Scaffolding for a Tutoring System....Pages 155-168
Annotating Disengagement for Spoken Dialogue Computer Tutoring....Pages 169-181
Comparing the Incidence and Persistence of Learnersβ Affect During Interactions with Different Educational Software Packages....Pages 183-200
Front Matter....Pages 201-201
Cognitive Load in Adaptive Multimedia Learning....Pages 203-215
The Role of Affect in Creative Minds....Pages 217-232
Perspectives from Social and Affective Neuroscience on the Design of Digital Learning Technologies....Pages 233-241
Affect, Technology and Convivial Learning Environments....Pages 243-254
Significant Accomplishments, New Challenges, and New Perspectives....Pages 255-271
Back Matter....Pages 273-284
β¦ Subjects
Educational Technology; User Interfaces and Human Computer Interaction; Cognitive Psychology; Artificial Intelligence (incl. Robotics)
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