Download or read book The Routledge International Handbook of Automated Essay Evaluation written by Mark D. Shermis and published by Taylor & Francis. This book was released on 2024-06-27 with total page 647 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Routledge International Handbook of Automated Essay Evaluation (AEE) is a definitive guide at the intersection of automation, artificial intelligence, and education. This volume encapsulates the ongoing advancement of AEE, reflecting its application in both large-scale and classroom-based assessments to support teaching and learning endeavors. It presents a comprehensive overview of AEE's current applications, including its extension into reading, speech, mathematics, and writing research; modern automated feedback systems; critical issues in automated evaluation such as psychometrics, fairness, bias, transparency, and validity; and the technological innovations that fuel current and future developments in this field. As AEE approaches a tipping point of global implementation, this Handbook stands as an essential resource, advocating for the conscientious adoption of AEE tools to enhance educational practices ethically. The Handbook will benefit readers by equipping them with the knowledge to thoughtfully integrate AEE, thereby enriching educational assessment, teaching, and learning worldwide. Aimed at researchers, educators, AEE developers, and policymakers, the Handbook is poised not only to chart the current landscape but also to stimulate scholarly discourse, define and inform best practices, and propel and guide future innovations.

Download or read book Handbook of Automated Essay Evaluation written by Mark D. Shermis and published by Routledge. This book was released on 2013-07-18 with total page 515 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Download or read book Handbook of Automated Essay Evaluation written by Mark D. Shermis and published by Routledge. This book was released on 2013-07-18 with total page 385 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Download or read book Handbook of Automated Scoring written by Duanli Yan and published by CRC Press. This book was released on 2020-02-26 with total page 581 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Automated scoring engines [...] require a careful balancing of the contributions of technology, NLP, psychometrics, artificial intelligence, and the learning sciences. The present handbook is evidence that the theories, methodologies, and underlying technology that surround automated scoring have reached maturity, and that there is a growing acceptance of these technologies among experts and the public." From the Foreword by Alina von Davier, ACTNext Senior Vice President Handbook of Automated Scoring: Theory into Practice provides a scientifically grounded overview of the key research efforts required to move automated scoring systems into operational practice. It examines the field of automated scoring from the viewpoint of related scientific fields serving as its foundation, the latest developments of computational methodologies utilized in automated scoring, and several large-scale real-world applications of automated scoring for complex learning and assessment systems. The book is organized into three parts that cover (1) theoretical foundations, (2) operational methodologies, and (3) practical illustrations, each with a commentary. In addition, the handbook includes an introduction and synthesis chapter as well as a cross-chapter glossary.

Download or read book Routledge Handbook of Climate Change and Society written by Constance Lever-Tracy and published by Routledge. This book was released on 2010-07-12 with total page 671 pages. Available in PDF, EPUB and Kindle. Book excerpt: As the time-scales of natural change accelerate and converge with those of society, Routledge Handbook of Climate Change and Society takes the reader into largely uncharted territory in its exploration of anthropogenic climate change. Current material is used to highlight the global impact of this issue, and the necessity for multidisciplinary and global social science research and teaching to address the problem. The book is multidisciplinary and worldwide in scope, with contributors spanning specialisms including agro-forestry, economics, environmentalism, ethics, human geography, international relations, law, politics, psychology, sociology and theology. Their global knowledge is reflected in the content of the text, which encompasses chapters on American, European and Chinese policies, case studies of responses to disasters and of the new technological and lifestyle alternatives that are being adopted, and the negotiations leading up to the Copenhagen conference alongside a preface assessing its outcomes. Starting with an initial analysis by a leading climatologist, key issues discussed in the text include recent findings of natural scientists, social causation and vulnerability, media and public recognition or scepticism, and the merits and difficulties of actions seeking to mitigate and adapt. This accessible volume utilizes a wealth of case studies, explains technical terms and minimises the use of acronyms associated with the subject, making it an essential text for advanced undergraduates, postgraduate students and researchers in the social sciences.

Download or read book The Routledge Handbook of Translation History written by Christopher Rundle and published by Routledge. This book was released on 2021-09-30 with total page 493 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Routledge Handbook of Translation History presents the first comprehensive, state-of-the-art overview of this multi-faceted disciplinary area and serves both as an introduction to carrying out research into translation and interpreting history and as a key point of reference for some of its main theoretical and methodological issues, interdisciplinary approaches, and research themes. The Handbook brings together 30 eminent international scholars from a wide range of disciplinary backgrounds, offering examples of the most innovative research while representing a wide range of approaches, themes, and cultural contexts. The Handbook is divided into four sections: the first looks at some key methodological and theoretical approaches; the second examines some of the key research areas that have developed an interdisciplinary dialogue with translation history; the third looks at translation history from the perspective of specific cultural and religious perspectives; and the fourth offers a selection of case studies on some of the key topics to have emerged in translation and interpreting history over the past 20 years. This Handbook is an indispensable resource for students and researchers of translation and interpreting history, translation theory, and related areas.

Download or read book Routledge Handbook of Applied Sport Psychology written by David Tod and published by Routledge. This book was released on 2010-10-18 with total page 807 pages. Available in PDF, EPUB and Kindle. Book excerpt: Now available in paperback, the Routledge Handbook of Applied Sport Psychology is a definitive guide to the theory and practice of applied sport psychology. It goes further than any other book in surveying the full variety of issues that practising sport psychologists will confront in their working lives. It introduces the most important tools and skills that psychologists will need to be truly helpful to their clients, and it also adopts a holistic definition of the role of the sport psychologist, explaining how effective counseling, assessment, and therapeutic models can add important extra dimensions to professional practice. The book is divided into seven thematic sections, addressing: counseling; assessment; theoretical and therapeutic models; issues for the individual athlete, from injury and overtraining to depression; issues for teams, from conflict resolution to travel; working with special populations; mental skills, such as imagery, goal setting, and concentration. Moving beyond the traditional tracks of clinical psychology and performance enhancement, the authors in this book argue convincingly that psychologists would benefit from attempting to understand athletes’ social and familial contexts, their health, happiness, and interpersonal dynamics in the broadest sense, if they are to serve their clients’ best interests. With contributions from many of the world’s leading sport psychologists, and with clear descriptions of best practice in each chapter, the Routledge Handbook of Applied Sport Psychology is essential reading for all serious students and practitioners of sport psychology, counseling, applied sport science, health psychology, and related fields.

Download or read book International Handbook of Computer Supported Collaborative Learning written by Ulrike Cress and published by Springer Nature. This book was released on 2021-10-08 with total page 669 pages. Available in PDF, EPUB and Kindle. Book excerpt: CSCL has in the past 15 years (and often in conjunction with Springer) grown into a thriving and active community. Yet, lacking is a comprehensive CSCL handbook that displays the range of research being done in this area. This handbook will provide an overview of the diverse aspects of the field, allowing newcomers to develop a sense of the entirety of CSCL research and for existing community members to become more deeply aware of work outside their direct area. The handbook will also serve as a ready reference for foundational concepts, methods, and approaches in the field. The chapters are written in such a way that each of them can be used in a stand-alone fashion while also serving as introductory readings in relevant study courses or in teacher education. While some CSCL-relevant topics are addressed in the International Handbook of the Learning Sciences and the International Handbook of Collaborative Learning, these books do not aim to present an integrated and comprehensive view of CSCL. The International Handbook of Computer- Supported Collaborative Learning covers all relevant topics in CSCL, particularly recent developments in the field, such as the rise of computational approaches and learning analytics.

Download or read book Automated Essay Scoring written by Beata Beigman Klebanov and published by Springer Nature. This book was released on 2022-05-31 with total page 294 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Download or read book Automated Essay Scoring written by Mark D. Shermis and published by Routledge. This book was released on 2003-01-30 with total page 256 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Download or read book Handbook of Automated Scoring written by Duanli Yan and published by CRC Press. This book was released on 2020-02-26 with total page 385 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Automated scoring engines [...] require a careful balancing of the contributions of technology, NLP, psychometrics, artificial intelligence, and the learning sciences. The present handbook is evidence that the theories, methodologies, and underlying technology that surround automated scoring have reached maturity, and that there is a growing acceptance of these technologies among experts and the public." From the Foreword by Alina von Davier, ACTNext Senior Vice President Handbook of Automated Scoring: Theory into Practice provides a scientifically grounded overview of the key research efforts required to move automated scoring systems into operational practice. It examines the field of automated scoring from the viewpoint of related scientific fields serving as its foundation, the latest developments of computational methodologies utilized in automated scoring, and several large-scale real-world applications of automated scoring for complex learning and assessment systems. The book is organized into three parts that cover (1) theoretical foundations, (2) operational methodologies, and (3) practical illustrations, each with a commentary. In addition, the handbook includes an introduction and synthesis chapter as well as a cross-chapter glossary.

Download or read book Handbook of Cities and Networks written by Neal, Zachary P. and published by Edward Elgar Publishing. This book was released on 2021-07-31 with total page 672 pages. Available in PDF, EPUB and Kindle. Book excerpt: This Handbook of Cities and Networks provides a cutting-edge overview of research on how economic, social and transportation networks affect processes both in and between cities. Exploring the ways in which cities connect and intertwine, it offers a varied set of collaborations, highlighting different theoretical, historical and methodological perspectives.

Download or read book Automated Written Corrective Feedback in Research Paper Revision written by Qian Guo and published by Taylor & Francis. This book was released on 2023-02-28 with total page 145 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book studies the use of an automated writing evaluation (AWE) systems in research paper revision for publication purposes by Chinese doctoral students. Research writing skills are essential for achieving academic status, and AWE tools can be a great companion on the journey. However, AWE tools may provide a disservice if users do not stay alert to inaccurate feedback, inaccurate correction suggestions, and missed errors. The effects of accurate feedback on revision outcomes have been the focus of a number of AWE studies, but student engagement and revision results in cases of inaccurate feedback and missed errors have rarely been investigated. Such investigations can provide practical advice on using automated feedback in research writing. This book provides a comprehensive evaluation of AWE tools and profiles student engagement with tool use in cases of different qualities of feedback. It can empower novice scholars and improve the effectiveness of academic writing instructors. The findings can also inform AWE system developers about possible ways of system improvement for research paper writing. The book will be particularly useful to students and scholars of language and linguistic studies, education, and academic English writing.

Download or read book Genre based Automated Writing Evaluation for L2 Research Writing written by E. Cotos and published by Springer. This book was released on 2014-09-02 with total page 188 pages. Available in PDF, EPUB and Kindle. Book excerpt: Research writing and teaching is a great challenge for novice scholars, especially L2 writers. This book presents a compelling and much-needed automated writing evaluation (AWE) reinforcement to L2 research writing pedagogy.

Download or read book International Handbook of the Learning Sciences written by Frank Fischer and published by Routledge. This book was released on 2018-04-19 with total page 552 pages. Available in PDF, EPUB and Kindle. Book excerpt: The International Handbook of the Learning Sciences is a comprehensive collection of international perspectives on this interdisciplinary field. In more than 50 chapters, leading experts synthesize past, current, and emerging theoretical and empirical directions for learning sciences research. The three sections of the handbook capture, respectively: foundational contributions from multiple disciplines and the ways in which the learning sciences has fashioned these into its own brand of use-oriented theory, design, and evidence; learning sciences approaches to designing, researching, and evaluating learning broadly construed; and the methodological diversity of learning sciences research, assessment, and analytic approaches. This pioneering collection is the definitive volume of international learning sciences scholarship and an essential text for scholars in this area.

Download or read book Handbook of Writing Research Second Edition written by Charles A. MacArthur and published by Guilford Publications. This book was released on 2016-10-31 with total page 481 pages. Available in PDF, EPUB and Kindle. Book excerpt: The definitive reference in the field, this volume synthesizes current knowledge on writing development and instruction at all grade levels. Prominent scholars examine numerous facets of writing from sociocultural, cognitive, linguistic, neuroscience, and new literacy/technological perspectives. The volume reviews the evidence base for widely used instructional approaches, including those targeting particular components of writing. Issues in teaching specific populations--including students with disabilities and English learners--are addressed. Innovative research methods and analytic tools are clearly explained, and key directions for future investigation identified. New to This Edition *Chapters on genre instruction, evaluation and revision, argumentative writing, computer-based instruction, and professional development. *Chapters on new literacies, out-of-school writing, translation, and self-regulation. *Many new topics and authors, including more international perspectives. *Multiple chapters connect research findings to the Common Core writing standards. See also the editors' Best Practices in Writing Instruction, Second Edition, an accessible course text and practitioner's guide.

Download or read book The Routledge Handbook of Political Epistemology written by Michael Hannon and published by Routledge. This book was released on 2021-04-22 with total page 522 pages. Available in PDF, EPUB and Kindle. Book excerpt: As political discourse had been saturated with the ideas of "post-truth", "fake news", "epistemic bubbles", and "truth decay", it was no surprise that in 2017 The New Scientist declared: "Philosophers of knowledge, your time has come." Political epistemology has old roots, but is now one of the most rapidly growing and important areas of philosophy. The Routledge Handbook of Political Epistemology is an outstanding reference source to this exciting field, and the first collection of its kind. Comprising 41 chapters by an international team of contributors, it is divided into seven parts: Politics and truth: historical and contemporary perspectives Political disagreement and polarization Fake news, propaganda, and misinformation Ignorance and irrationality in politics Epistemic virtues and vices in politics Democracy and epistemology Trust, expertise, and doubt. Within these sections crucial issues and debates are examined, including: post-truth, disagreement and relativism, epistemic networks, fake news, echo chambers, propaganda, ignorance, irrationality, political polarization, virtues and vices in public debate, epistocracy, expertise, misinformation, trust, and digital democracy, as well as the views of Plato, Aristotle, Mòzǐ, medieval Islamic philosophers, Mill, Arendt, and Rawls on truth and politics. The Routledge Handbook of Political Epistemology is essential reading for those studying political philosophy, applied and social epistemology, and politics. It is also a valuable resource for those in related disciplines such as international relations, law, political psychology, political science, communication studies, and journalism.