Handbook of Automated Scoring Theory Into Practice

Foreword / Alina von Davier -- The past, present, and future of automated scoring for complex tasks / Peter Foltz -- Cognitive foundations of automated scoring / Malcolm Bauer -- Assessment design with automated scoring in mind / Kristen DiCerbo -- Human rating with automated scoring in mind / Ed Wolfe -- Natural language processing for writing and speaking / Aoife Cahill -- Multimodal analytics for automated assessment / Sidney D'Mello -- International applications of automated essay scoring / Mark Shermis -- Public perception and communication around automated essay scoring / Scott Wood -- An evidentiary-reasoning perspective on automated scoring : commentary on section 1 / Bob Mislevy -- Operational human scoring at scale / Katie Pedley -- System architecture design for scoring and delivery / Sue Lottridge -- Design, development, and implementation of automated scoring systems / Christina Schneider -- Quality control for automated scoring in large-scale assessment contexts / Dan Shaw -- A continuous flow system for a seamless integration of automated and human scoring / Kyle Habermehl -- Deep learning networks for automated scoring applications / Saad Khan -- Validation of automated scoring systems / Duanli Yan -- Operational considerations for automated scoring systems : commentary on section 2 / David Williamson -- Expanding automated writing evaluation / Jill Burstein -- Automated writing process analysis / Paul Deane -- Automated scoring of extended spontaneous speech / Klaus Zechner -- Conversation-based learning and assessment environments / Art Graesser -- Automated scoring in intelligent tutoring systems / Bob Mislevy -- Scoring of streaming data in game-based assessment / Russell Almond -- Automated scoring in medical licensing / Melissa Margolis -- At the birth of the future : commentary on Section 3 / John Behrens -- Theory into practice : reflections on the handbook / Andre Rupp.