Handbook of Automated Essay Evaluation

Handbook of Automated Essay Evaluation PDF

Author: Mark D. Shermis

Publisher: Routledge

Published: 2013-07-18

Total Pages: 515

ISBN-13: 1136334793

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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.

Handbook of Discourse Processes

Handbook of Discourse Processes PDF

Author: Arthur C. Graesser

Publisher: Routledge

Published: 2003-04-02

Total Pages: 563

ISBN-13: 1135659273

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This Handbook is a comprehensive overview of the multidisciplinary field of discourse processes. The editors hope to foster a more interdisciplinary approach to discourse processing with this Handbook, while simultaneously developing an appreciation within the field for multiple methods of establishing rigorous scientific claims. The field of discourse processes is currently fueled by seven dominant approaches: * discourse psychology; * corpus analysis; * computational discourse; * discourse technologies; * conversation analysis; * hybrid qualitative and quantitative approaches; and * cultural foundations. The contributors also discuss future trends in research, including corpus analyses, the integration of neuroscience with discourse research, and the development of more advanced computer technologies for analyzing discourse.

Science and Global Challenges of the 21st Century - Science and Technology

Science and Global Challenges of the 21st Century - Science and Technology PDF

Author: Alvaro Rocha

Publisher: Springer Nature

Published: 2021-10-13

Total Pages: 1146

ISBN-13: 3030894770

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This book comprises the proceedings of the International Perm Forum “Science and Global Challenges of the 21st Century” held on October 18th – 23rd, 2021, at Perm State University, Perm, Russia. Global challenges, which determine the main trends in the development of social and economic life in the XXI century, require the integration of specialists in various fields of knowledge. That is why the main principle of this edition is interdisciplinarity, the formation of end-to-end innovation chains, including fundamental and applied research, and the wide application of smart innovations, networks, and information technologies. The authors seek to find synergy between technologies and such fields as computer science, geosciences, biology, linguistics, social studies, historical studies, and economics. The book is of interest to researchers seeking nontrivial solutions at the interface of sciences, digital humanities, computational linguistics, cognitive studies, machine learning, and others.

Analysing Political Speeches

Analysing Political Speeches PDF

Author: Jonathan Charteris-Black

Publisher: Bloomsbury Publishing

Published: 2018-08-24

Total Pages: 333

ISBN-13: 1350308021

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Exploring speeches by public figures such as Emma Watson, Tony Blair, Donald Trump, Julia Gillard and Lady Gaga, this engaging textbook explains the ways in which political speeches can be analysed. It examines the role of language in speeches and how it can be used to challenge or reinforce prevailing social, cultural and political attitudes. Each chapter introduces a particular discourse approach and then applies this in a model analysis of a passage of text. The chosen texts concern issues of social, cultural and political importance that address topics of significant importance to the audience to which they were delivered. Students are encouraged to engage with the text and consider how approaches to text analysis, such as cohesion, context analysis and metaphor analysis, may be adapted to provide a more critical perspective. This text will be essential reading for students of English language, linguistics, communication studies and politics on critical discourse and discourse analysis modules.

The Wiley Handbook of Adult Literacy

The Wiley Handbook of Adult Literacy PDF

Author: Dolores Perin

Publisher: John Wiley & Sons

Published: 2019-08-09

Total Pages: 616

ISBN-13: 1119261384

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Examines the widespread phenomenon of poor literacy skills in adults across the globe This handbook presents a wide range of research on adults who have low literacy skills. It looks at the cognitive, affective, and motivational factors underlying adult literacy; adult literacy in different countries; and the educational approaches being taken to help improve adults’ literacy skills. It includes not only adults enrolled in adult literacy programs, but postsecondary students with low literacy skills, some of whom have reading disabilities. The first section of The Wiley Handbook of Adult Literacy covers issues such as phonological abilities in adults who have not yet learned to read; gender differences in the reading motivation of adults with low literacy skills; literacy skills, academic self-efficacy, and participation in prison education; and more. Chapters on adult literacy, social change and sociocultural factors in South Asia and in Ghana; literacy, numeracy, and self-rated health among U.S. adults; adult literacy programs in Southeastern Europe and Turkey, and a review of family and workplace literacy programs are among the topics featured in the second section. The last part examines how to teach reading and writing to adults with low skills; adults’ transition from secondary to postsecondary education; implications for policy, research, and practice in the adult education field; educational technologies that support reading comprehension; and more. Looks at the cognitive processing challenges associated with low literacy in adults Features contributions from a global team of experts in the field Offers writing strategy instruction for low-skilled postsecondary students The Wiley Handbook of Adult Literacy is an excellent book for academic researchers, teacher educators, professional developers, program designers, and graduate students. It’s also beneficial to curriculum developers, adult basic education and developmental education instructors, and program administrators, as well as clinicians and counselors who provide services to adults with reading disabilities.

Contemporary Second Language Assessment

Contemporary Second Language Assessment PDF

Author: Jayanti Veronique Banerjee

Publisher: Bloomsbury Publishing

Published: 2016-06-30

Total Pages: 288

ISBN-13: 0567147061

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Includes chapters on key aspects of second language assessment such as test construct, diagnosis, exam design, and the growing range of public policy, social and ethical issues. Each of the contributors is an expert in their area; some are established names while others are talented newcomers to the field. The chapters present new research or perspectives on traditional concerns such as test quality; fairness and bias; the testing of different language skills; the needs of different groups of examinees, including English language learners who need to take content tests in English; and the use of language assessments for gate-keeping purposes. The volume demonstrates how language assessment is informed by and engages with neighbouring areas of applied linguistics such as technology and language corpora. The book represents the best of current practice in second language assessment and, as a one volume reference, will be invaluable to students and researchers looking for material that extends their understanding of the field.

Discourse Comprehension

Discourse Comprehension PDF

Author: Charles A. Weaver, III

Publisher: Routledge

Published: 2012-12-06

Total Pages: 426

ISBN-13: 1136482741

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This volume is derived from presentations given at a conference hosted in Boulder, Colorado in honor of the 60th birthday of Walter Kintsch. Though the contents of the talks, and thus the chapters, varied widely, all had one thing in common -- they were inspired to some degree by the work of Walter Kintsch. When making plans for an edited book centered around this conference, the editors had a primary goal: to acknowledge the wide variety of researchers and research areas Kintsch had influenced. As a consequence, one of the more unusual elements of this volume is the diversity of the contributors. Researchers from six different countries contributed chapters to this book which is loosely organized around three main thrusts of Kintsch's work: * text-based representations that explain how meaning in a text is constructed, * situation models which represent what the text is about rather than what a text literally says, and * the construction-integration model, Kintsch's most recent work in discourse comprehension.

Natural Language Processing and Text Mining

Natural Language Processing and Text Mining PDF

Author: Anne Kao

Publisher: Springer Science & Business Media

Published: 2007-03-06

Total Pages: 272

ISBN-13: 1846287545

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Natural Language Processing and Text Mining not only discusses applications of Natural Language Processing techniques to certain Text Mining tasks, but also the converse, the use of Text Mining to assist NLP. It assembles a diverse views from internationally recognized researchers and emphasizes caveats in the attempt to apply Natural Language Processing to text mining. This state-of-the-art survey is a must-have for advanced students, professionals, and researchers.

Artificial Intelligence in Education

Artificial Intelligence in Education PDF

Author: Ido Roll

Publisher: Springer Nature

Published: 2021-06-11

Total Pages: 536

ISBN-13: 3030782700

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This two-volume set LNAI 12748 and 12749 constitutes the refereed proceedings of the 22nd International Conference on Artificial Intelligence in Education, AIED 2021, held in Utrecht, The Netherlands, in June 2021.* The 40 full papers presented together with 76 short papers, 2 panels papers, 4 industry papers, 4 doctoral consortium, and 6 workshop papers were carefully reviewed and selected from 209 submissions. The conference provides opportunities for the cross-fertilization of approaches, techniques and ideas from the many fields that comprise AIED, including computer science, cognitive and learning sciences, education, game design, psychology, sociology, linguistics as well as many domain-specific areas. ​*The conference was held virtually due to the COVID-19 pandemic.