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

Format:

Book

Contributor:

Yan, Duanli, editor.

Rupp, André A., editor.

Foltz, Peter W., editor.

Series:

Statistics in the social and behavioral sciences series.

Chapman & Hall/CRC statistics in the social and behavioral sciences series

Language:

English

Subjects (All):

Educational tests and measurements--Data processing.

Educational tests and measurements.

Physical Description:

1 online resource (581 pages).

Edition:

1st ed.

Place of Publication:

Boca Raton : CRC Press, [2020]

Summary:

"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"-- Provided by publisher.

Contents:

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.

Notes:

"A Chapman & Hall book"--Title page.

OCLC-licensed vendor bibliographic record.

ISBN:

1-351-26478-8

1-351-26480-X

1-351-26479-6

9781351264808

OCLC:

1141971247