Unobtrusive Observations of Learning in Digital Environments
Gebundenes Buch

Unobtrusive Observations of Learning in Digital Environments

Examining Behavior, Cognition, Emotion, Metacognition and Social Processes Using Learning Analytics

Herausgegeben: Kovanovic, Vitomir; Azevedo, Roger; Gibson, David C.; lfenthaler, Dirk
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This book integrates foundational ideas from psychology, immersive digital learning environments supported by theories and methods of the learning sciences, particularly in pursuit of questions of cognition, behavior and emotion factors in digital learning experiences. New and emerging foundations of theory and analysis based on observation of digital traces are enhanced by data science, particularly machine learning, with extensions to deep learning, natural language processing and artificial intelligence brought into service to better understand higher-order thinking capacities such as self-...