Application of Artificial Intelligence to Assessment

ISBN-13: 9781641139519 / Angielski / Miękka / 2020 / 218 str.

Hong Jiao; Robert W. Lissitz

Spis treści

• Augmented Intelligence and the Future of Item Development
• Reconceptualizing Items: From Clones and Automatic Item Generation to Task Model Families
• 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: The State of the Art
• Automated Test Assembly: Case Studies in Classical Test Theory and Item Response Theory
• 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: A Pathway to Intelligent Assessments
• About the Editors