Application of Artificial Intelligence to Assessment

Idioma: inglés

Editorial: Emerald Publishing Inc, US, 2020

164113951X / 9781641139519

Serie: Libro 6 de 7 - The MARCES Book

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Librería: Rarewaves USA, HEBRON, KY, Estados Unidos de AmericaRarewaves USA

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Vendedor de AbeBooks desde el 10 de junio de 2025

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Descripción del artículo del vendedor

The general theme of this book is to present the applications of artificial intelligence (AI) in test development. In particular, this book includes research and successful examples of using AI technology in automated item generation, automated test assembly, automated scoring, and computerized adaptive testing. By utilizing artificial intelligence, the efficiency of item development, test form construction, test delivery, and scoring could be dramatically increased.Chapters on automated item generation offer different perspectives related to generating a large number of items with controlled psychometric properties including the latest development of using machine learning methods. Automated scoring is illustrated for different types of assessments such as speaking and writing from both methodological aspects and practical considerations. Further, automated test assembly is elaborated for the conventional linear tests from both classical test theory and item response theory perspectives. Item pool design and assembly for the linear-on-the-fly tests elaborates more complications in practice when test security is a big concern. Finally, several chapters focus on computerized adaptive testing (CAT) at either item or module levels. CAT is further illustrated as an effective approach to increasing test-takers' engagement in testing.In summary, the book includes both theoretical, methodological, and applied research and practices that serve as the foundation for future development. These chapters provide illustrations of efforts to automate the process of test development. While some of these automation processes have become common practices such as automated test assembly, automated scoring, and computerized adaptive testing, some others such as automated item generation calls for more research and exploration. When new AI methods are emerging and evolving, it is expected that researchers can expand and improve the methods for automating different steps in test development to enhance the automation features and practitioners can adopt quality automation procedures to improve assessment practices.…

N° de ref. del artículo LU-9781641139519

Título
Application of Artificial Intelligence to Assessment
Autor
Hong Jiao
Editorial
Emerald Publishing Inc, US
Año de publicación
2020
Estado
New
Encuadernación
Paperback
Idioma
inglés
ISBN 10
164113951X
ISBN 13
9781641139519
Peso del artículo
313 gramos
Serie
Libro 6 de 7: The MARCES Book

Rarewaves USA

HEBRON, KY, Estados Unidos de America

Vendedor de 5 estrellas

Vendedor de AbeBooks desde el 10 de junio de 2025

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ArtículoDe 10 a 13 días hábilesDe 10 a 13 días hábiles
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