Advancing Natural Language Processing in Educational Assessment

Advancing Natural Language Processing in Educational Assessment - NCME Applications of Educational Measurement and Assessment Book Series

Hardback (05 Jun 2023)

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Publisher's Synopsis

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.

About the Publisher

Routledge

Routledge

Routledge is the world's leading academic publisher in the Humanities and Social Sciences. We publish thousands of books and journals each year, serving scholars, instructors, and professional communities worldwide. Our current publishing programme encompasses groundbreaking textbooks and premier, peer-reviewed research in the Social Sciences, Humanities, and Built Environment. We have partnered with many of the most influential societies and academic bodies to publish their journals and book series. Readers can access tens of thousands of print and e-books from our extensive catalogue of titles. Routledge is a member of Taylor & Francis Group, an informa business.

Book information

ISBN: 9781032203904
Publisher: National Council on Measurement in Education (NCME)
Imprint: Routledge
Pub date:
DEWEY: 371.261
DEWEY edition: 23
Language: English
Number of pages: 264
Weight: 453g
Height: 254mm
Width: 178mm
Spine width: 16mm