Artificial Intelligence in Education Supporting Learning Through Intelligent and Socially Informed Technology 1st Edition by Chee Kit Looi, Gord McCalla, Bert Bredeweg, Joost Breuker ISBN 1586035304 9781586035303

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Product details:
ISBN 10: 1586035304 
ISBN 13: 9781586035303
Author: Chee Kit Lool, Gord McCalla, Bert Bredeweg, Joost Breuker

The field of Artificial Intelligence in Education has continued to broaden and now includes research and researchers from many areas of technology and social science. This study opens opportunities for the cross-fertilization of information and ideas from researchers in the many fields that make up this interdisciplinary research area, including artificial intelligence, other areas of computer science, cognitive science, education, learning sciences, educational technology, psychology, philosophy, sociology, anthropology, linguistics, and the many domain-specific areas for which Artificial Intelligence in Education systems have been designed and built. An explicit goal is to appeal to those researchers who share the perspective that true progress in learning technology requires both deep insight into technology and also deep insight into learners, learning, and the context of learning. The theme reflects this basic duality.

IOS Press is an international science, technical and medical publisher of high-quality books for academics, scientists, and professionals in all fields.

Artificial Intelligence in Education Supporting Learning Through Intelligent and Socially Informed Technology 1st Edition Table of contents:

Part I: Foundations of AI in Education

2. Theories and Models of Learning and Cognition

   • Overview of Learning Theories: Behaviorism, Constructivism, and Cognitive Science
   • Cognitive Models of Learning and Their Role in AI Systems
   • Intelligent Tutoring Systems and Cognitive Tutors
   • Social and Collaborative Learning in AI Frameworks

3. Socially Informed Technology in Education

   • Understanding the Role of Social Interaction in Learning
   • Socially Aware AI: Adapting to Emotional and Social Contexts
   • Collaborative Learning and Social Networks in Educational AI
   • Ethical Considerations in Socially Informed AI Applications

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Part II: AI Technologies for Supporting Learning

4. Intelligent Tutoring Systems and Personalized Learning

   • Principles of Intelligent Tutoring Systems (ITS)
   • Adaptive Learning and Personalization Algorithms
   • Real-World Applications of ITS: K-12 and Higher Education
   • The Role of AI in Supporting Diverse Learners

5. AI for Assessment and Feedback

   • AI in Formative and Summative Assessment
   • Automated Feedback and Its Impact on Learning
   • Tools for Data-Driven Learning Analytics
   • Real-Time Adaptive Assessment Systems

6. AI in Collaborative Learning and Group Work

   • Supporting Group Dynamics and Collaboration with AI
   • AI Systems for Collaborative Problem Solving
   • Knowledge Sharing and Social Learning Platforms
   • Socially Aware AI: Group Performance and Individual Needs

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Part III: Applications and Case Studies

7. AI for Adaptive Learning Environments

   • Building Adaptive Systems in Online Learning Platforms
   • AI-Based Tools for Learning Management Systems (LMS)
   • Case Study: Adaptive Learning in MOOCs (Massive Open Online Courses)
   • Challenges in Implementing Adaptive Learning at Scale

8. AI in Educational Games and Simulations

   • The Use of AI in Educational Game Design
   • Adaptive Learning through Gamification
   • AI-Driven Simulations for Problem-Based Learning
   • Case Study: AI in Virtual Laboratories and Simulated Environments

9. Social Robotics and AI in Education

   • The Role of Social Robots in the Classroom
   • Human-Robot Interaction (HRI) for Educational Support
   • AI and Robotics in Special Education
   • Case Study: Robots for Enhancing Social and Emotional Learning

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Part IV: Challenges and Future Directions

10. Challenges in Integrating AI into Education

    • Technical and Operational Challenges in AI Deployment
    • Data Privacy and Security in Educational AI Systems
    • Overcoming Resistance to AI in Education
    • Addressing Teacher and Student Concerns about AI Tools

11. The Future of AI in Education

    • Emerging Trends in AI and Learning Technologies
    • The Impact of AI on Educational Equity and Access
    • The Role of AI in Lifelong Learning and Continuous Education
    • Future Visions: AI-Driven Educational Ecosystems

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