Handbook of Automated Scoring
Theory into Practice
Paperback Engels 2021 9781032173474Samenvatting
"Automated scoring engines […] require a careful balancing of the contributions of technology, NLP, psychometrics, artificial intelligence, and the learning sciences. The present handbook is evidence that the theories, methodologies, and underlying technology that surround automated scoring have reached maturity, and that there is a growing acceptance of these technologies among experts and the public."
From the Foreword by Alina von Davier, ACTNext Senior Vice President
Handbook of Automated Scoring: Theory into Practice provides a scientifically grounded overview of the key research efforts required to move automated scoring systems into operational practice. It examines the field of automated scoring from the viewpoint of related scientific fields serving as its foundation, the latest developments of computational methodologies utilized in automated scoring, and several large-scale real-world applications of automated scoring for complex learning and assessment systems. The book is organized into three parts that cover (1) theoretical foundations, (2) operational methodologies, and (3) practical illustrations, each with a commentary. In addition, the handbook includes an introduction and synthesis chapter as well as a cross-chapter glossary.
Specificaties
Lezersrecensies
Inhoudsopgave
Foreword..................................................................................................................xi
1 The Past, Present, and Future of Automated Scoring..............................1
Peter W. Foltz, Duanli Yan, and André A. Rupp
Part I: Theoretical Foundations
2 Cognitive Foundations of Automated Scoring........................................ 13
Malcolm I. Bauer and Diego Zapata-Rivera
3 Assessment Design with Automated Scoring in Mind.........................29
Kristen DiCerbo, Emily Lai, and Matthew Ventura
4 Human Scoring with Automated Scoring in Mind................................49
Edward W. Wolfe
5 Natural Language Processing for Writing and Speaking..................... 69
Aoife Cahill and Keelan Evanini
6 Multimodal Analytics for Automated Assessment................................93
Sidney K. D’Mello
7 International Applications of Automated Essay Scoring.................... 113
Mark D. Shermis
8 Public Perception and Communication around Automated
Essay Scoring................................................................................................ 133
Scott W. Wood
9 An Evidentiary-Reasoning Perspective on Automated Scoring:
Commentary on Part I................................................................................ 151
Robert J. Mislevy
Part II: Operational Methodologies
10 Operational Human Scoring at Scale...................................................... 171
Kathryn L. Ricker-Pedley, Susan Hines, and Carolyn Connelly
11 System Architecture Design for Scoring and Delivery....................... 195
Sue Lottridg
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