Application of artificial intelligence to assessment /

"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 computerize...

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Bibliographic Details
Call Number:Libro Electrónico
Other Authors: Jiao, Hong, 1968- (Editor), Lissitz, Robert W. (Editor)
Format: Electronic eBook
Language:Inglés
Published: Charlotte, NC : Information Age Publishing, Inc., [2020]
Series:MARCES book series.
Subjects:
Educational tests and measurements > Data processing.
Artificial intelligence > Educational applications.
Examinations > Design and construction.
Computer adaptive testing.
Tests et mesures en éducation > Informatique.
Intelligence artificielle > Applications en éducation.
Examens > Élaboration.
Tests adaptatifs par ordinateur.
Online Access:Texto completo
Table of Contents:
  • Augmented Intelligence and the Future of Item Development
  • Reconceptualizing Items
  • Artificial Intelligence for Scoring Oral Reading Fluency
  • Natural Language Processing and the Literacy Challenge
  • Practical Considerations for Using AI models in Automated Scoring of Writing
  • Item Pool Design and Assembly
  • Automated Test Assembly
  • Multistage Testing in Practice
  • An Intelligent CAT That Can Deal With Disengaged Test Taking
  • Differences in the Amount of Adaptation Exhibited by Various Computerized Adaptive Testing Designs
  • Automatic Item Generation With Machine Learning Techniques.

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