Applying Machine Learning in Science Education Research

Language: English

Published by Springer, Berlin, Springer Nature Switzerland, Peter Wulff, Marcus Kubsch And Christina Krist, Springer, 2025

3031742265 / 9783031742262

Series: Book 57 of 57 - Springer Texts in Education

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Seller: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, GermanyBuchWeltWeit Ludwig Meier e.K.

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This item is printed on demand - it takes 3-4 days longer - Neuware -This open access textbook offers science education researchers a hands-on guide for learning, critically examining, and integrating machine learning (ML) methods into their science education research projects. These methods power many artificial intelligence (AI)-based technologies and are widely adopted in science education research. ML can expand the methodological toolkit of science education researchers and provide novel opportunities to gain insights on science-related learning and teaching processes, however, applying ML poses novel challenges and is not suitable for every research context.The volume first introduces the theoretical underpinnings of ML methods and their connections to methodological commitments in science education research. It then presents exemplar case studies of ML uses in both formal and informal science education settings. These case studies include open-source data, executable programming code, and explanations of the methodological criteria and commitments guiding ML use in each case. The textbook concludes with a discussion of opportunities and potential future directions for ML in science education.This textbook is a valuable resource for science education lecturers, researchers, under-graduate, graduate and postgraduate students seeking new ways to apply ML in their work. 369 pp. Englisch.…

Seller Inventory # 9783031742262

Title
Applying Machine Learning in Science Education Research
Author
Peter Wulff
Publisher
Springer, Berlin, Springer Nature Switzerland, Peter Wulff, Marcus Kubsch And Christina Krist, Springer
Publication year
2025
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
3031742265
ISBN 13
9783031742262
Dimensions
235x155x35 mm
Series
Book 57 of 57: Springer Texts in Education

BuchWeltWeit Ludwig Meier e.K.

Bergisch Gladbach, Germany

5-star seller

AbeBooks seller since January 11, 2012

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BuchWeltWeit Ludwig Meier e.K.

Germany