Toward Theoretically Meaningful Automated Essay Scoring PDF Download
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Author: Randy Elliot Bennett
Publisher:
ISBN: 9789655021226
Category : Examinations
Languages : en
Pages : 77
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Book Description
Author: Randy Elliot Bennett
Publisher:
ISBN: 9789655021226
Category : Examinations
Languages : en
Pages : 77
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Book Description
Author: Elke van Steendam
Publisher: BRILL
ISBN: 900424848X
Category : Education
Languages : en
Pages : 257
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Book Description
This volume provides a state-of-the-art overview of theory, methodology and practices in the assessment of writing. The focus throughout the book is on the construct of writing and its assessment: what constitutes writing ability and how can it be defined (in various contexts)? This question cannot be answered without looking into the methodological question of how to validate and measure the construct of writing ability. Throughout the book, therefore, discussions integrate theoretical and methodological issues. A number of chapters discusses whether varying definitions and varying operationalizations of writing ability are needed in various contexts, such as formative assessments versus summative assessments, large scale assessments versus individual assessments, different tasks, different genres, and different languages, but also different age groups. A range of rating methods is investigated and discussed in this book. The ongoing debate on holistic versus analytic ratings, and the different underlying conceptions of writing proficiency, is a pertinent matter, on which a number of chapters in this volume shed new light. The matter is discussed and analyzed from various angles, such as generalizability of judgements and usability in formative contexts. Another fundamental debate concerns computer scoring of written products. A nuanced discussion of its validity is presented in this volume.
Author: Mark D. Shermis
Publisher: Routledge
ISBN: 1135643598
Category : Education
Languages : en
Pages : 389
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Book Description
This new volume is the first to focus entirely on automated essay scoring and evaluation. It is intended to provide a comprehensive overview of the evolution and state-of-the-art of automated essay scoring and evaluation technology across several disciplines, including education, testing and measurement, cognitive science, computer science, and computational linguistics. The development of this technology has led to many questions and concerns. Automated Essay Scoring attempts to address some of these questions including: *How can automated scoring and evaluation supplement classroom instruction? *How does the technology actually work? *Can it improve students' writing? *How reliable is the technology? *How can these computing methods be used to develop evaluation tools? *What are the state-of the-art essay evaluation technologies and automated scoring systems? Divided into four parts, the first part reviews the teaching of writing and how computers can contribute to it. Part II analyzes actual automated essay scorers including e-raterTM, Intellimetric, and the Intelligent Essay Assessor. The third part analyzes related psychometric issues, and the final part reviews innovations in the field. This book is ideal for researchers and advanced students interested in automated essay scoring from the fields of testing and measurement, education, cognitive science, language, and computational linguistics.
Author: Giulia Ortoleva
Publisher: BRILL
ISBN: 9004264833
Category : Education
Languages : en
Pages : 392
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Book Description
In their edited volume Writing for Professional Development, Giulia Ortoleva, Mireille Bétrancourt and Stephen Billett provide a range of contributions in which empirical research, instructional models and educational practice are used to explore and illuminate how the task and process of writing can be used as tools for professional development. Throughout the volume, two main perspectives are considered: learning to write professionally and writing to learn the profession, both for initial occupational preparation and ongoing development within them. The contributions consider a range of fields of professional practice, across sectors of education, starting from the premises that the role of writing as evolved in all occupational domains, becoming a key activity in most workplaces. Contributors are: Cecile M. Badenhorst, Elena Boldrini, Esther Breuer, Inês Cardoso, Alberto Cattaneo, Peter Czigler, Jessica Dehler, Pauline Glover, Terri Grant, Jean-Luc Gurtner, Jacqueline Hesson, Ashgar Iran-Nejad, Rhonda Joy, Ann Kelly, Merja Kurunsaari, Xumei Li, Laetitia Mauroux, Heather McLeod, Elisa Motta, Astrid Neumann, Julian Newman, Sigrid Newman, Sharon Penney, Luísa Alvares Pereira, Sarah Pickett, Iris Susana Pires Pereira, Anna Perréard Vité, Arja Piirainen, Elisa Redondi, Sabine Vanhulle, Ray Smith, Kirk P. H. Sullivan, Linda Sweet, Païvi Tynjälä, Dorothy Vaandering, Rebecca Woodard, and Gabrielle Young.
Author: Beata Beigman Klebanov
Publisher: Springer Nature
ISBN: 3031021827
Category : Computers
Languages : en
Pages : 294
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Book Description
This book discusses the state of the art of automated essay scoring, its challenges and its potential. One of the earliest applications of artificial intelligence to language data (along with machine translation and speech recognition), automated essay scoring has evolved to become both a revenue-generating industry and a vast field of research, with many subfields and connections to other NLP tasks. In this book, we review the developments in this field against the backdrop of Elias Page's seminal 1966 paper titled "The Imminence of Grading Essays by Computer." Part 1 establishes what automated essay scoring is about, why it exists, where the technology stands, and what are some of the main issues. In Part 2, the book presents guided exercises to illustrate how one would go about building and evaluating a simple automated scoring system, while Part 3 offers readers a survey of the literature on different types of scoring models, the aspects of essay quality studied in prior research, and the implementation and evaluation of a scoring engine. Part 4 offers a broader view of the field inclusive of some neighboring areas, and Part \ref{part5} closes with summary and discussion. This book grew out of a week-long course on automated evaluation of language production at the North American Summer School for Logic, Language, and Information (NASSLLI), attended by advanced undergraduates and early-stage graduate students from a variety of disciplines. Teachers of natural language processing, in particular, will find that the book offers a useful foundation for a supplemental module on automated scoring. Professionals and students in linguistics, applied linguistics, educational technology, and other related disciplines will also find the material here useful.
Author: Bruce B. Frey
Publisher: SAGE Publications
ISBN: 1506326161
Category : Education
Languages : en
Pages : 4830
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Book Description
In an era of curricular changes and experiments and high-stakes testing, educational measurement and evaluation is more important than ever. In addition to expected entries covering the basics of traditional theories and methods, other entries discuss important sociopolitical issues and trends influencing the future of that research and practice. Textbooks, handbooks, monographs and other publications focus on various aspects of educational research, measurement and evaluation, but to date, there exists no major reference guide for students new to the field. This comprehensive work fills that gap, covering traditional areas while pointing the way to future developments. Features: Nearly 700 signed entries are contained in an authoritative work spanning four volumes and available in choice of electronic and/or print formats. Although organized A-to-Z, front matter includes a Reader’s Guide grouping entries thematically to help students interested in a specific aspect of education research, measurement, and evaluation to more easily locate directly related entries. (For instance, sample themes include Data, Evaluation, Measurement Concepts & Issues, Research, Sociopolitical Issues, Standards.) Back matter includes a Chronology of the development of the field; a Resource Guide to classic books, journals, and associations; and a detailed Index. Entries conclude with References/Further Readings and Cross References to related entries. The Index, Reader’s Guide themes, and Cross References will combine to provide robust search-and-browse in the e-version.
Author:
Publisher:
ISBN:
Category : Education
Languages : en
Pages : 80
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Book Description
Author: Susan Phillips
Publisher: SAEE
ISBN: 0973775572
Category : Educational tests and measurements
Languages : en
Pages : 72
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Book Description
The purpose of this review is to describe the technical state of the art in the field of scoring or grading of essays using computer technology; outline past and emergent practices and the pedagogical implications; summarize existing research; direct readers to more specific reference materials; provide a framework/blueprint for thinking about possible risks and potential in this field; and suggest directions for further research and development.
Author: Mark D. Shermis
Publisher: Routledge
ISBN: 1136334793
Category : Psychology
Languages : en
Pages : 515
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Book Description
This comprehensive, interdisciplinary handbook reviews the latest methods and technologies used in automated essay evaluation (AEE) methods and technologies. Highlights include the latest in the evaluation of performance-based writing assessments and recent advances in the teaching of writing, language testing, cognitive psychology, and computational linguistics. This greatly expanded follow-up to Automated Essay Scoring reflects the numerous advances that have taken place in the field since 2003 including automated essay scoring and diagnostic feedback. Each chapter features a common structure including an introduction and a conclusion. Ideas for diagnostic and evaluative feedback are sprinkled throughout the book. Highlights of the book’s coverage include: The latest research on automated essay evaluation. Descriptions of the major scoring engines including the E-rater®, the Intelligent Essay Assessor, the IntellimetricTM Engine, c-raterTM, and LightSIDE. Applications of the uses of the technology including a large scale system used in West Virginia. A systematic framework for evaluating research and technological results. Descriptions of AEE methods that can be replicated for languages other than English as seen in the example from China. Chapters from key researchers in the field. The book opens with an introduction to AEEs and a review of the "best practices" of teaching writing along with tips on the use of automated analysis in the classroom. Next the book highlights the capabilities and applications of several scoring engines including the E-rater®, the Intelligent Essay Assessor, the IntellimetricTM engine, c-raterTM, and LightSIDE. Here readers will find an actual application of the use of an AEE in West Virginia, psychometric issues related to AEEs such as validity, reliability, and scaling, and the use of automated scoring to detect reader drift, grammatical errors, discourse coherence quality, and the impact of human rating on AEEs. A review of the cognitive foundations underlying methods used in AEE is also provided. The book concludes with a comparison of the various AEE systems and speculation about the future of the field in light of current educational policy. Ideal for educators, professionals, curriculum specialists, and administrators responsible for developing writing programs or distance learning curricula, those who teach using AEE technologies, policy makers, and researchers in education, writing, psychometrics, cognitive psychology, and computational linguistics, this book also serves as a reference for graduate courses on automated essay evaluation taught in education, computer science, language, linguistics, and cognitive psychology.
Author: Charles A. MacArthur
Publisher: Guilford Press
ISBN: 1593857500
Category : Language Arts & Disciplines
Languages : en
Pages : 481
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Book Description
Presents a collection of essays discussing the theories and models of writing research.