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Computer-Based Diagnostics and Systematic Analysis of Knowledge
Critical Reflections and Advancements

Inglese · Copertina rigida

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Descrizione

Ulteriori informazioni

This volume explores the rapidly advancing field of technology-supported knowledge assessment. Across academia, research on learning and instruction, AI-based analysis, psychology, and education, there is a pressing need for a comprehensive collection of foundations and methodologies related to knowledge. While the market offers books on individual and locally developed methods, a holistic overview is currently lacking. It aims to fill that gap, inspiring projects globally and benefiting knowledge-intensive developments in both digital and traditional learning environments. Understanding the state and processes of knowledge often poses a bottleneck in the quality of designs and implementations. This book addresses this challenge by focusing on mostly automated, easy-to-implement strategies, supporting the crucial task of understanding knowledge.

Info autore

Pablo Pirnay-Dummer is Professor of Educational Psychology at Martin Luther University of Halle-Wittenberg, Germany. His research interests are the processes of language in learning, computer-linguistic methods for the psychological identification of knowledge in text, modelling and comparison of knowledge domains, expertise and complex problem-solving in processes of learning and instruction.
Dirk Ifenthaler is Professor and Chair of Learning, Design and Technology at the University of Mannheim, Germany and UNESCO Co-Chair on Data Science in Higher Education Learning and Teaching at Curtin University, Australia. Dirk’s research focuses on the intersection of cognitive psychology, educational technology, data analytics, and organizational learning. 

Riassunto

This volume explores the rapidly advancing field of technology-supported knowledge assessment. Across academia, research on learning and instruction, AI-based analysis, psychology, and education, there is a pressing need for a comprehensive collection of foundations and methodologies related to knowledge. While the market offers books on individual and locally developed methods, a holistic overview is currently lacking. It aims to fill that gap, inspiring projects globally and benefiting knowledge-intensive developments in both digital and traditional learning environments. Understanding the state and processes of knowledge often poses a bottleneck in the quality of designs and implementations. This book addresses this challenge by focusing on mostly automated, easy-to-implement strategies, supporting the crucial task of understanding knowledge.

Dettagli sul prodotto

Con la collaborazione di Ifenthaler (Editore), Dirk Ifenthaler (Editore), Pablo Pirnay-Dummer (Editore)
Editore Springer, Berlin
 
Contenuto Libro
Forma del prodotto Copertina rigida
Data pubblicazione 10.08.2025
Categoria Scienze umane, arte, musica > Pedagogia > Pedagogia scolastica, didattica, metodica
 
EAN 9783031877391
ISBN 978-3-0-3187739-1
Numero di pagine 260
Illustrazioni X, 260 p. 36 illus., 14 illus. in color.
Dimensioni (della confezione) 15.5 x 1.8 x 23.5 cm
Peso (della confezione) 520 g
 
Serie Advances in Analytics for Learning and Teaching
Categorie Lerntechniken, Lehrmittel, Lerntechnologien, E-Learning, assessment, Artificial Intelligence, Data Analytics, Natural Language Processing, Study and Learning Skills, Psychological Diagnostics, Digital Education and Educational Technology, Assessment and Testing, Learning Analytics, Adaptive learning, Computer-based assessment, Intelligent Feedback, Computer-based Testing, Elicitation of Knowledge
 

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