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Automatic Item Generation: Theory and Practice

Automatic Item Generation: Theory and Practice

Hardcover

Teaching Instruction

ISBN10: 0415897505
ISBN13: 9780415897501
Publisher: Routledge
Published: Aug 7 2012
Pages: 256
Weight: 1.47
Height: 0.63 Width: 7.00 Depth: 10.00
Language: English

Automatic item generation (AIG) represents a relatively new and unique research area where specific cognitive and psychometric theories are applied to test construction practices for the purpose of producing test items using technology. The purpose of this book is to bring researchers and practitioners up-to-date on the growing body of research on AIG by organizing in one volume what is currently known about this research area. Part I begins with an overview of the concepts and topics necessary for understanding AIG by focusing on both its history and current applications. Part II presents two theoretical frameworks and practical applications of these frameworks in the production of item generation. Part III summarizes the psychological and substantive characteristics of generated items . Part IV concludes with a discussion of the statistical models that can be used to estimate the item characteristics of generated items, features one future application of AIG, describes the current technologies used for AIG, and also highlights the unresolved issues that must be addressed as AIG continues to mature as a research area.

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