Application of Artificial Intelligence to Assessment

Langue : anglais

Edité par Emerald Publishing Inc, US, 2020

164113951X / 9781641139519

Série : Livre 6 sur 7 - The MARCES Book

Vendeur : Rarewaves USA, HEBRON, KY, Etats-UnisRarewaves USA

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A propos de cet article

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 réf. du vendeur LU-9781641139519

Titre
Application of Artificial Intelligence to Assessment
Auteur
Hong Jiao
Éditeur
Emerald Publishing Inc, US
Année de publication
2020
État de l'article
New
Reliure
Paperback
Langue
anglais
ISBN à 10 chiffres
164113951X
ISBN à 13 chiffres
9781641139519
Poids de l'article
313 grammes
Série
Livre 6 sur 7: The MARCES Book

Rarewaves USA

HEBRON, KY, Etats-Unis

Vendeur avec une évaluation de 5 étoiles

Vendeur AbeBooks depuis 10 juin 2025

Frais d'expédition à l'intérieur de ce pays : Etats-Unis

Article10 à 13 jours ouvrés10 à 13 jours ouvrés
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