دانلود کتاب An Introduction to Artificial Intelligence in Education

فهرست مطالب :

Preface Contents 1 Introduction 1.1 Cognition and Learning in the Age of AI 1.2 A Brief History of AI in Education 1.3 Typical Areas of AI in Education References 2 An Overview of AI 2.1 Basic Approaches in AI 2.2 Major AI Technologies 2.3 Typical Open-Source AI Projects and Cloud Services References 3 Intelligent Learning Environments 3.1 Smart Campus 3.2 Campus Safety Detection and Early Alarming 3.3 Smart Classrooms 3.4 Smart Library 3.5 Intelligent Writing System References 4 Intelligent Learning Processes 4.1 Introduction 4.1.1 Intelligent Mapping and Visualizing of Knowledge and Competency 4.1.2 Intelligent Diagnoses and Recommendations 4.1.3 Monitoring Learning Load 4.1.4 Virtual Environment for Inquiry-Based Learning 4.1.5 Intelligent Domain-Specific Tools 4.1.6 Intelligently Assisted Learning Based on Brain Science 4.1.7 Intelligent Robotics and Toys 4.1.8 Intelligent Assistant in Special Education References 5 Intelligent Teacher Assistant 5.1 Intelligent Tutoring 5.2 Intelligent Question Answering 5.3 Intelligent Test Generation and Evaluation 5.4 Generation of Report for Education 5.5 Personalized Assignment and Dialogue System 5.6 Automated Assessment of Speaking References 6 Intelligent Educational Evaluation 6.1 The Diagnosis and Evaluation of Problem-Solving Skills 6.2 Mental Health Monitoring, Early Warning, and Intervention 6.3 Physical Health Monitoring and Improvement 6.4 Smart Class Evaluation References 7 Intelligent Educational Management and Service 7.1 AI to Promote Education Equity 7.2 Big Data to Support Intelligent Decision-Making in Education 7.3 Intelligent Technologies to Improve the Quality of Regional Teaching 7.4 Dynamic Monitoring of Education Quality 7.5 Customized Education Services 7.6 Intelligent Medical Assistants at School References 8 Frontiers of AI in Education 8.1 Educational Knowledge Graph 8.2 Cognitive Diagnosis 8.3 Student Modeling 8.4 Educational Question Representation 8.5 Machine Reading Comprehension and Scoring 8.6 Intelligent Tutoring System 8.7 Neuroscience and Education 8.8 Human–Machine Integration References 9 Prospects and Reflections: Looking into the Future 9.1 Prospects of AI in Education 9.2 Reflections on AI in Education 9.3 Suggestions for Promoting AI in Education References