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Auto Grader Auto Grading Free Text Answers
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Book Synopsis Auto-Grader - Auto-Grading Free Text Answers by : Robin Richner
Download or read book Auto-Grader - Auto-Grading Free Text Answers written by Robin Richner and published by Springer Nature. This book was released on 2022-10-14 with total page 106 pages. Available in PDF, EPUB and Kindle. Book excerpt: Teachers spend a great amount of time grading free text answer type questions. To encounter this challenge an auto-grader system is proposed. The thesis illustrates that the auto-grader can be approached with simple, recurrent, and Transformer-based neural networks. Hereby, the Transformer-based models has the best performance. It is further demonstrated that geometric representation of question-answer pairs is a worthwhile strategy for an auto-grader. Finally, it is indicated that while the auto-grader could potentially assist teachers in saving time with grading, it is not yet on a level to fully replace teachers for this task.
Book Synopsis Artificial Intelligence in Education by : Ig Ibert Bittencourt
Download or read book Artificial Intelligence in Education written by Ig Ibert Bittencourt and published by Springer Nature. This book was released on 2020-07-04 with total page 660 pages. Available in PDF, EPUB and Kindle. Book excerpt: This two-volume set LNAI 12163 and 12164 constitutes the refereed proceedings of the 21th International Conference on Artificial Intelligence in Education, AIED 2020, held in Ifrane, Morocco, in July 2020.* The 49 full papers presented together with 66 short, 4 industry & innovation, 4 doctoral consortium, and 4 workshop papers were carefully reviewed and selected from 214 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.
Book Synopsis Handbook of Automated Essay Evaluation by : Mark D. Shermis
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.
Book Synopsis Advances in Computerized Scoring of Complex Item Formats by : Brian E. Clauser
Download or read book Advances in Computerized Scoring of Complex Item Formats written by Brian E. Clauser and published by Routledge. This book was released on 2014-07-16 with total page 148 pages. Available in PDF, EPUB and Kindle. Book excerpt: This special issue was motivated by the move from research to operations for computerized delivery and scoring of complex constructed response items. The four papers presented provide an overview of the state of the art for such applications. The issue begins by describing the range of computer delivered formats and computerized scoring systems that are currently in use. The remaining papers provide three views of validity in the context of computer delivered and scoring assessments. It is hoped that together, these articles will provide the reader with both an appreciation of the state of the art for computer-automated scoring systems, as well as a perspective on the issues that must be considered and the evidence that must be collected to produce automated scoring systems that allow for valid inference.
Book Synopsis Biologically Inspired Cognitive Architectures 2019 by : Alexei V. Samsonovich
Download or read book Biologically Inspired Cognitive Architectures 2019 written by Alexei V. Samsonovich and published by Springer. This book was released on 2019-07-16 with total page 636 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book focuses on original approaches intended to support the development of biologically inspired cognitive architectures. It bridges together different disciplines, from classical artificial intelligence to linguistics, from neuro- and social sciences to design and creativity, among others. The chapters, based on contributions presented at the Tenth Annual Meeting of the BICA Society, held in on August 15-18, 2019, in Seattle, WA, USA, discuss emerging methods, theories and ideas towards the realization of general-purpose humanlike artificial intelligence or fostering a better understanding of the ways the human mind works. All in all, the book provides engineers, mathematicians, psychologists, computer scientists and other experts with a timely snapshot of recent research and a source of inspiration for future developments in the broadly intended areas of artificial intelligence and biological inspiration.
Book Synopsis Knowledge Science, Engineering and Management by : Han Qiu
Download or read book Knowledge Science, Engineering and Management written by Han Qiu and published by Springer Nature. This book was released on 2021-08-07 with total page 704 pages. Available in PDF, EPUB and Kindle. Book excerpt: This three-volume set constitutes the refereed proceedings of the 14th International Conference on Knowledge Science, Engineering and Management, KSEM 2021, held in Tokyo, Japan, in August 2021. The 164 revised full papers were carefully reviewed and selected from 492 submissions. The contributions are organized in the following topical sections: knowledge science with learning and AI; knowledge engineering research and applications; knowledge management with optimization and security.
Book Synopsis Advances in Artificial Intelligence - IBERAMIA 2018 by : Guillermo R. Simari
Download or read book Advances in Artificial Intelligence - IBERAMIA 2018 written by Guillermo R. Simari and published by Springer. This book was released on 2018-11-08 with total page 527 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 16th Ibero-American Conference on Artificial Intelligence, IBERAMIA 2018, held in Trujillo, Peru,in November 2018. The 41 papers presented were carefully reviewed and selected from 92 submissions. The papers are organized in the following topical sections: Knowledge Engineering, Knowledge Representation and Reasoning under Uncertainty., Multiagent Systems., Game Theory and Economic Paradigms, Game Playing and Interactive Entertainment, Ambient Intelligence, Machine Learning Methods, Cognitive Modeling,General AI, Knowledge Engineering, Computational Sustainability and AI, Heuristic Search and Optimization and much more.
Book Synopsis Higher Education Learning Methodologies and Technologies Online by : Gabriella Casalino
Download or read book Higher Education Learning Methodologies and Technologies Online written by Gabriella Casalino and published by Springer Nature. This book was released on with total page 815 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Machine Learning and Knowledge Extraction by : Andreas Holzinger
Download or read book Machine Learning and Knowledge Extraction written by Andreas Holzinger and published by Springer Nature. This book was released on 2021-08-11 with total page 366 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 5th IFIP TC 5, TC 12, WG 8.4, WG 8.9, WG 12.9 International Cross-Domain Conference, CD-MAKE 2021, held in virtually in August 2021. The 20 full papers and 2 short papers presented were carefully reviewed and selected from 48 submissions. The cross-domain integration and appraisal of different fields provides an atmosphere to foster different perspectives and opinions; it will offer a platform for novel ideas and a fresh look on the methodologies to put these ideas into business for the benefit of humanity.
Book Synopsis Artificial Intelligence in Education Technologies: New Development and Innovative Practices by : Eric C. K. Cheng
Download or read book Artificial Intelligence in Education Technologies: New Development and Innovative Practices written by Eric C. K. Cheng and published by Springer Nature. This book was released on 2023-01-01 with total page 224 pages. Available in PDF, EPUB and Kindle. Book excerpt: This edited book is a collection of selected research papers presented at the 2022 3rd International Conference on Artificial Intelligence in Education Technology (AIET 2022), held in Wuhan, China, on July 1–3, 2022. AIET establishes a platform for AI in education researchers to present research, exchange innovative ideas, propose new models, as well as demonstrate advanced methodologies and novel systems. The book is divided into five main sections – 1) AI in Education in the Post-COVID New Norm, 2) Emerging AI Technologies, Methods, Systems and Infrastructure, 3) Innovative Practices of Teaching and Assessment Driven by AI and Education Technologies, 4) Curriculum, Teacher Professional Development and Policy for AI in Education, and 5) Issues and Discussions on AI In Education and Future Development. Through these sections, the book provides a comprehensive picture of the current status, emerging trends, innovations, theory, applications, challenges and opportunities of current AI in education research. This timely publication is well aligned with UNESCO’s Beijing Consensus on Artificial Intelligence (AI) and Education. It is committed to exploring how AI may play a role in bringing more innovative practices, transforming education in the post-pandemic new norm and triggering an exponential leap toward the achievement of the Education 2030 Agenda. Providing broad coverage of recent technology-driven advances and addressing a number of learning-centric themes, the book is an informative and useful resource for researchers, practitioners, education leaders and policy-makers who are involved or interested in AI and education.
Book Synopsis Computer Supported Education by : Bruce M. McLaren
Download or read book Computer Supported Education written by Bruce M. McLaren and published by Springer. This book was released on 2019-06-19 with total page 604 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed proceedings of the 9th International Conference on Computer Supported Education, CSEDU 2018, held in Funchal, Madeira, Portugal, in March 2018. The 27 revised full papers were carefully reviewed and selected from 193 submissions. The papers deal with the following topics: new educational environments, best practices and case studies of innovative technology-based learning strategies, institutional policies on computer-supported education including open and distance education.
Book Synopsis Handbook of Research on E-Assessment in Higher Education by : Azevedo, Ana
Download or read book Handbook of Research on E-Assessment in Higher Education written by Azevedo, Ana and published by IGI Global. This book was released on 2018-09-14 with total page 543 pages. Available in PDF, EPUB and Kindle. Book excerpt: E-assessments of students profoundly influence their motivation and play a key role in the educational process. Adapting assessment techniques to current technological advancements allows for effective pedagogical practices, learning processes, and student engagement. The Handbook of Research on E-Assessment in Higher Education provides emerging perspectives on the theoretical and practical aspects of digital assessment techniques and applications within educational settings. Featuring coverage on a broad range of topics such as competency assessment, adaptive courseware, and learning performance, this publication is ideally designed for educational administrators, educational professionals, teachers and professors, researchers, and graduate-level students seeking current research on comparative studies and the pedagogical issues of online assessment in academic institutions.
Book Synopsis Educational Evaluation by : María Ortiz
Download or read book Educational Evaluation written by María Ortiz and published by . This book was released on 2009 with total page 496 pages. Available in PDF, EPUB and Kindle. Book excerpt: There are two common purposes in educational evaluation which are, at times, in conflict with one another. Educational institutions usually require evaluation data to demonstrate effectiveness to funders and other stakeholders, and to provide a measure of performance for marketing purposes. Educational evaluation is also a professional activity that individual educators need to undertake if they intend to continuously review and enhance the learning they are endeavouring to facilitate. This book presents new research on issues of vital importance to this field.
Book Synopsis Proceedings of The 4th MAC 2015 by : Collective of authors
Download or read book Proceedings of The 4th MAC 2015 written by Collective of authors and published by MAC Prague consulting. This book was released on 2015-02-20 with total page 285 pages. Available in PDF, EPUB and Kindle. Book excerpt: Science and research.
Book Synopsis Framing Futures in Postdigital Education by : Anders Buch
Download or read book Framing Futures in Postdigital Education written by Anders Buch and published by Springer Nature. This book was released on with total page 263 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Handbook of Research on New Media Literacy at the K-12 Level: Issues and Challenges by : Tan Wee Hin, Leo
Download or read book Handbook of Research on New Media Literacy at the K-12 Level: Issues and Challenges written by Tan Wee Hin, Leo and published by IGI Global. This book was released on 2009-05-31 with total page 1076 pages. Available in PDF, EPUB and Kindle. Book excerpt: Provides comprehensive articles on significant issues, methods, and theories currently combining the studies of technology and literacy.
Book Synopsis Handbook of Artificial Intelligence in Education by : Benedict du Boulay
Download or read book Handbook of Artificial Intelligence in Education written by Benedict du Boulay and published by Edward Elgar Publishing. This book was released on 2023-01-20 with total page 697 pages. Available in PDF, EPUB and Kindle. Book excerpt: Gathering insightful and stimulating contributions from leading global experts in Artificial Intelligence in Education (AIED), this comprehensive Handbook traces the development of AIED from its early foundations in the 1970s to the present day.
