Handbook of automated scoring : theory into practice / / [edited by] Duanli Yan, André A. Rupp and Peter W. Foltz

• Record Nr.: UNINA9910861006903321
• Pubbl/distr/stampa: Boca Raton : , : CRC Press, , [2020]
• ISBN: 1-351-26478-8; 1-351-26480-X; 1-351-26479-6
• Edizione: [1st ed.]
• Descrizione fisica: 1 online resource (581 pages)
• Collana: Chapman & Hall/CRC statistics in the social and behavioral sciences series
• Disciplina: 371.26
• Soggetti: Educational tests and measurements - Data processing
• Lingua di pubblicazione: Inglese
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Note generali: "A Chapman & Hall book"--Title page.
• Nota di contenuto: 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.
• Sommario/riassunto: "Overview of the innovative automated scoring theory, latest development of computational methodologies, real world large-scale applications for automated scoring for complex tasks. Provides a scientifically grounded description of the key research and development efforts that it takes to move automated scoring systems into operational practice"--