Enhancing Classroom Dialogue Productiveness

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A01=Yu Song
artificial intelligence in teacher training
Author_Yu Song
Category=JNA
Category=JNF
Category=JNT
Category=UYQ
classroom interaction analysis
data mining techniques
eq_bestseller
eq_computing
eq_isMigrated=1
eq_isMigrated=2
eq_new_release
eq_nobargain
eq_non-fiction
eq_society-politics
generative AI pedagogy
machine learning education
sequential pattern analysis
teacher professional development

Product details

  • ISBN 9781032894836
  • Weight: 320g
  • Dimensions: 156 x 234mm
  • Publication Date: 21 May 2026
  • Publisher: Taylor & Francis Ltd
  • Publication City/Country: GB
  • Product Form: Paperback
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This book demonstrates how artificial intelligence (AI) can be used to uncover the patterns of classroom dialogue and increase the productiveness of dialogue.

In this book, the author uses a range of data mining techniques to explore the productive features and sequential patterns of classroom dialogue. She analyses how the Large Language Model (LLM) as an AI technique can be adapted to enhance dialogue contributions. The book also includes valuable feedback and practical cases from teachers and their dialogue transcripts, facilitating an understanding of AI use and pedagogical development.

This book makes original contributions to the field of classroom dialogue and technology, and it will encourage scholars making similar attempts at technological infusion for pedagogical improvement.

Yu Song has attained her bachelor’s degree from Peking University and accomplished MPhil and PhD studies at the University of Cambridge. She works as an associate professor in South China Normal University and a visiting scholar in Peking University. Her research interests include classroom dialogue, intelligent teaching assessment, teacher professional development, and artificial intelligence. She is well-known in the intersection between artificial intelligence and dialogic education.

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