Application of artificial intelligence to assessment /
edited by Hong Jiao, University of Maryland, Robert W. Lissitz, University of Maryland.
- vi, 211 pages ; charts ; 25 cm.
- The MARCES book series. .
- The MARCES book series. .
1 Augmented intelligence and the future of item development. 2 Reconceptualizing items: From clones and automatic item generation to task model families. 3 Artificial intelligence for scoring oral reading fluency. 4 Natural language processing and the literacy challenge. 5 Practical considerations for using aI models in automated scoring of writing. 6 Item pool design and assembly: The state of the art. 7 Automated test assembly: Case studies in classical test theory and item response theory. 8 Multistage testing in practice. 9 An intelligent CAT that can deal with disengaged test taking. 10 Differences in the Amount of adaptation exhibited by various computerized adaptive testing designs. 11 Automatic item generation with machine learning techniques.
"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"
9781641139519 9781641139526 9781641139533
Educational tests and measurements
Educational tests and measurement--Data processing
Artificial intelligence
Examinations--Design and construction
Computer adaptive testing
LB3060.55 / .A66 2020
1 Augmented intelligence and the future of item development. 2 Reconceptualizing items: From clones and automatic item generation to task model families. 3 Artificial intelligence for scoring oral reading fluency. 4 Natural language processing and the literacy challenge. 5 Practical considerations for using aI models in automated scoring of writing. 6 Item pool design and assembly: The state of the art. 7 Automated test assembly: Case studies in classical test theory and item response theory. 8 Multistage testing in practice. 9 An intelligent CAT that can deal with disengaged test taking. 10 Differences in the Amount of adaptation exhibited by various computerized adaptive testing designs. 11 Automatic item generation with machine learning techniques.
"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"
9781641139519 9781641139526 9781641139533
Educational tests and measurements
Educational tests and measurement--Data processing
Artificial intelligence
Examinations--Design and construction
Computer adaptive testing
LB3060.55 / .A66 2020