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Advancing Natural Language Processing in Educational Assessment

Engelsk Paperback

Advancing Natural Language Processing in Educational Assessment

Engelsk Paperback
Tjek vores konkurrenters priser

Advancing Natural Language Processing in Educational Assessment examines the use of natural language technology in educational testing, measurement, and assessment. Recent developments in natural language processing (NLP) have enabled large-scale educational applications, though scholars and professionals may lack a shared understanding of the strengths and limitations of NLP in assessment as well as the challenges that testing organizations face in implementation. This first-of-its-kind book provides evidence-based practices for the use of NLP-based approaches to automated text and speech scoring, language proficiency assessment, technology-assisted item generation, gamification, learner feedback, and beyond. Spanning historical context, validity and fairness issues, emerging technologies, and implications for feedback and personalization, these chapters represent the most robust treatment yet about NLP for education measurement researchers, psychometricians, testing professionals, and policymakers.

The Open Access version of this book, available at www.taylorfrancis.com, has been made available under a Creative Commons Attribution-NonCommercial-No Derivatives 4.0 license.

Tjek vores konkurrenters priser
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kr 450
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Tjek vores konkurrenters priser

Advancing Natural Language Processing in Educational Assessment examines the use of natural language technology in educational testing, measurement, and assessment. Recent developments in natural language processing (NLP) have enabled large-scale educational applications, though scholars and professionals may lack a shared understanding of the strengths and limitations of NLP in assessment as well as the challenges that testing organizations face in implementation. This first-of-its-kind book provides evidence-based practices for the use of NLP-based approaches to automated text and speech scoring, language proficiency assessment, technology-assisted item generation, gamification, learner feedback, and beyond. Spanning historical context, validity and fairness issues, emerging technologies, and implications for feedback and personalization, these chapters represent the most robust treatment yet about NLP for education measurement researchers, psychometricians, testing professionals, and policymakers.

The Open Access version of this book, available at www.taylorfrancis.com, has been made available under a Creative Commons Attribution-NonCommercial-No Derivatives 4.0 license.

Produktdetaljer
Sprog: Engelsk
Sider: 250
ISBN-13: 9781032244525
Indbinding: Paperback
Udgave:
ISBN-10: 1032244526
Udg. Dato: 5 jun 2023
Længde: 18mm
Bredde: 254mm
Højde: 178mm
Forlag: Taylor & Francis Ltd
Oplagsdato: 5 jun 2023
Forfatter(e):
Forfatter(e)


Kategori Psykologiske tests og måling


ISBN-13 9781032244525


Sprog Engelsk


Indbinding Paperback


Sider 250


Udgave


Længde 18mm


Bredde 254mm


Højde 178mm


Udg. Dato 5 jun 2023


Oplagsdato 5 jun 2023


Forlag Taylor & Francis Ltd