Advancing Natural Language Processing In Educational Assessment

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Advancing Natural Language Processing In Educational Assessment

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Author : Victoria Yaneva
language : en
Publisher: Taylor & Francis
Release Date : 2023-06-05

Advancing Natural Language Processing In Educational Assessment written by Victoria Yaneva and has been published by Taylor & Francis this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-06-05 with Education categories.

Advancing Natural Language Processing in Educational Assessment examines the use of natural language technology in educational testing, measurement, and assessment. Recent developments in natural language processing (NLP) have enabled large-scale educational applications, though scholars and professionals may lack a shared understanding of the strengths and limitations of NLP in assessment as well as the challenges that testing organizations face in implementation. This first-of-its-kind book provides evidence-based practices for the use of NLP-based approaches to automated text and speech scoring, language proficiency assessment, technology-assisted item generation, gamification, learner feedback, and beyond. Spanning historical context, validity and fairness issues, emerging technologies, and implications for feedback and personalization, these chapters represent the most robust treatment yet about NLP for education measurement researchers, psychometricians, testing professionals, and policymakers. The Open Access version of this book, available at www.taylorfrancis.com, has been made available under a Creative Commons Attribution-NonCommercial-No Derivatives 4.0 license.

The Routledge International Handbook Of Automated Essay Evaluation

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Author : Mark D. Shermis
language : en
Publisher: Taylor & Francis
Release Date : 2024-06-27

The Routledge International Handbook Of Automated Essay Evaluation written by Mark D. Shermis and has been published by Taylor & Francis this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-06-27 with Psychology categories.

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.

Proceedings Of The International Conference On Smart Cities Volume 2

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Author : Hisham Mohamad
language : en
Publisher: Springer Nature
Release Date : 2025-07-25

Proceedings Of The International Conference On Smart Cities Volume 2 written by Hisham Mohamad and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-07-25 with Computers categories.

This book contains papers presented at the International Conference on Smart Cities (ICSC 2024) under the banner of World Engineering, Science & Technology Congress (ESTCON 2024) held from September 10 to 11, at Sabah International Convention Centre, Kota Kinabalu, Malaysia. The conference contains papers presented by academics and industrial practitioners showcasing their latest advancements and findings in emerging smart cities and sustainable urban living. The papers are categorized under the following tracks and topics of research: (1) Sustainable Engineering for Building; (2) Blockchain and Cybersecurity; (3) Artificial Intelligence (AI); (4) Smart Transportation System; and (5) Low-Carbon Planning for Sustainable City.

Socioculturally Responsive Assessment

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Author : Randy E. Bennett
language : en
Publisher: Taylor & Francis
Release Date : 2025-05-01

Socioculturally Responsive Assessment written by Randy E. Bennett and has been published by Taylor & Francis this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-05-01 with Education categories.

Socioculturally Responsive Assessment assembles the best-available thinking from within and outside the educational measurement community about the theoretical foundations and systems-level policy implications of formal assessment programs designed to be socioculturally responsive. Synthesized from culturally responsive assessment design and practices, culturally relevant pedagogy and funds of knowledge, universal design for learning, the learning sciences, and other literatures, this emerging concept affirms that students’ learning and performance is inextricably tied to the social, cultural, and linguistic contexts in which they live and develop knowledge. Across four sections, this book provides an argument and initial evidence for impact on students, users, and assessment quality; offers guidance for implementation; and examines the potential limitations, pitfalls, barriers, and measurement issues that such programs will inevitably raise. Scholars, teaching faculty, test developers, and policymakers will come away with integral foundations, new assessment approaches, and a greater sense of the potential for positive impact that these assessments may afford.

The Oxford Handbook Of Computational Linguistics

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Author : Ruslan Mitkov
language : en
Publisher: Oxford University Press
Release Date : 2022

The Oxford Handbook Of Computational Linguistics written by Ruslan Mitkov and has been published by Oxford University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022 with Computers categories.

Provides a comprehensive account of current research in computational linguistics, Fully revised and updated throughout, including 37 new chapters, Features an extended glossary to explain key terms and concepts Book jacket.

Proceedings Of 4th International Conference On Artificial Intelligence And Smart Energy

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Author : S. Manoharan
language : en
Publisher: Springer Nature
Release Date : 2024-06-11

Proceedings Of 4th International Conference On Artificial Intelligence And Smart Energy written by S. Manoharan and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-06-11 with Computers categories.

This book presents a comprehensive collection of research chapters focusing on innovative solutions to energy and sustainability challenges. It reflects the collaborative efforts of researchers worldwide, showcasing novel approaches to complex problems. Topics discussed range from securing cyber-physical systems to revolutionizing healthcare with AI and robotics, emphasizing sustainable research. The book emphasizes smart and sustainable energy solutions, highlighting advancements in solar panel efficiency, fault analysis, and fuzzy-controlled converters for grid-tied photovoltaic systems. Additionally, it explores AI's transformative potential in water solutions, agriculture, and renewable energy technologies across domains like smart cities, transportation, and healthcare. The insights shared aim to inspire further research, foster discussions, and drive real-world impact toward a resilient, inclusive, and sustainable future. · Discusses issues and offers sustainable solutions to meet the challenges faced by today's economy and industry. · Presents recent research in the sustainable transformation of engineering and technological systems. · Serves as a valuable resource for both academic researchers and industry practitioners interested in Artificial Intelligence (AI) and smart energy sectors.

Ai Assisted Assessment In Education

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Author : Goran Trajkovski
language : en
Publisher: Springer Nature
Release Date : 2025-04-28

Ai Assisted Assessment In Education written by Goran Trajkovski and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-04-28 with Education categories.

This book explores the transformative role of artificial intelligence in educational assessment, catering to researchers, educators, administrators, policymakers, and technologists involved in shaping the future of education. It delves into the foundations of AI-assisted assessment, innovative question types and formats, data analysis techniques, and the practical implementation of AI tools in various educational settings. The book addresses the pressing need for more efficient, personalized, and effective assessment methods in an increasingly complex educational landscape. It tackles the challenge of balancing technological innovation with ethical considerations, data privacy, and the preservation of human judgment in education. By examining AI's potential to enhance learning outcomes, provide real-time feedback, and offer insights into student progress, the book aims to equip readers with the knowledge and strategies necessary to navigate the evolving intersection of AI and assessment. It acknowledges the challenges and ethical implications of integrating AI into high-stakes testing while offering guidance on implementing these technologies responsibly. Through case studies, best practices, and forward-looking analysis, the book serves as a comprehensive guide for those seeking to leverage AI to create more engaging, equitable, and effective assessment practices, ultimately aiming to improve the overall quality of education in a rapidly changing world.

Generative Ai In Education

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Author : Ilaria Torre
language : en
Publisher: Frontiers Media SA
Release Date : 2024-12-24

Generative Ai In Education written by Ilaria Torre and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-24 with Science categories.

In the field of education, there is a growing interest in the use of Generative Artificial Intelligence to reshape the educational landscape. Led by our esteemed Associate Editors (Dr. Zapata-Rivera & Prof. Torre) and Review Editors (Profs. Lee, Sarasa-Cabezuelo & Libbrecht & Dr. Ghergulescu), this editorial initiative aims to investigate the transformative potential of Generative AI in various aspects of education. By leveraging machine learning models, these intelligent systems extract useful insights from vast amounts of data, making them capable of delivering highly individualized content. They can analyze a learner's proficiency level, learning style, and pace, and then tailor the study material accordingly. Whether a learner prefers visual aids, textual content, or interactive modules, Generative AI can adapt its content generation strategies to meet distinct preferences and learners’ needs. This ensures an elevated engagement level and enhanced comprehension, highlighting its potential to transform traditional teaching methodologies.

Culturally Responsive Assessment In Classrooms And Large Scale Contexts

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Author : Carla M. Evans
language : en
Publisher: Taylor & Francis
Release Date : 2025-03-10

Culturally Responsive Assessment In Classrooms And Large Scale Contexts written by Carla M. Evans and has been published by Taylor & Francis this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-03-10 with Education categories.

Culturally Responsive Assessment in Classrooms and Large-Scale Contexts explores how scholars and professionals in educational measurement and assessment can use the unique cultural and social identities of students to shape assessment purpose, design, implementation, use, and validation processes. Despite the sheer diversity of student populations in the United States, the tools used to understand their performance and progress have not substantively changed in decades. Large-scale testing and related policies still privilege “culturally neutral” test content, standardization, and comparability. Classroom assessments often mimic these procedures, even though rich tasks and activities could easily be incorporated into curriculum and instruction to allow students to see themselves, their interests, communities, beliefs, and backgrounds represented and valued. This book collects the theory, research, and best practices that are essential to ensuring cultural responsiveness in classroom assessment and standardized testing procedures, policies, and practices. Chapters by assessment and measurement experts along with scholars who are experts in sociocultural learning theory, philosophy of education, critical theories, multilingual education, and Indigenous education, summarize findings from existing research and suggest how future research can move classroom and industry practice as well as federal, state, and local policy forward.

Challenges And Innovations In Speaking Assessment

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Author : Larry Davis
language : en
Publisher: Taylor & Francis
Release Date : 2024-09-19

Challenges And Innovations In Speaking Assessment written by Larry Davis and has been published by Taylor & Francis this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-09-19 with Language Arts & Disciplines categories.

The assessment of second language speaking ability has played a central role in the evolution of language testing theory and practice. Educational Testing Service (ETS) has been a primary innovator in all dimensions of speaking assessment since the 1970s, addressing critical challenges through the advent of new test designs, scoring practices, and measurement technologies to make especially large-scale, standardized testing of speaking ability a reality. This volume presents a sample of key ETS research and development efforts related to speaking assessment over the years. The contributors highlight diverse contributions to conceptualizing the speaking construct, designing speaking test tasks, scoring speech samples, marshalling technologies for test delivery and automated scoring, and developing end-to-end speaking assessment procedures. The first part emphasizes how some of the earliest large-scale speaking assessments were designed and put into practice. The second part features research and development related to speaking assessments in the TOEIC and TOEFL testing suites, emphasizing their validity and scoring. The third part introduces research-based innovations in testing new and more nuanced speaking constructs, and in using automated scoring of speech to address diverse assessment needs. The volume will appeal to language testing professionals and test score users in illuminating how ETS has influenced the development of speaking assessment as well as pointing to multiple directions for future research and practice.