Advanced Methods In Automatic Item Generation

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Advanced Methods in Automatic Item Generation

Author : Mark J. Gierl,Hollis Lai,Vasily Tanygin
Publisher : Routledge
Page : 190 pages
File Size : 43,7 Mb
Release : 2021-05-18
Category : Education
ISBN : 9781000378009

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Advanced Methods in Automatic Item Generation by Mark J. Gierl,Hollis Lai,Vasily Tanygin Pdf

Advanced Methods in Automatic Item Generation is an up-to-date survey of the growing research on automatic item generation (AIG) in today’s technology-enhanced educational measurement sector. As test administration procedures increasingly integrate digital media and Internet use, assessment stakeholders—from graduate students to scholars to industry professionals—have numerous opportunities to study and create different types of tests and test items. This comprehensive analysis offers thorough coverage of the theoretical foundations and concepts that define AIG, as well as the practical considerations required to produce and apply large numbers of useful test items.

Advanced Methods in Automatic Item Generation

Author : Mark J. Gierl,Hollis Lai,Vasily Tanygin
Publisher : Taylor & Francis
Page : 246 pages
File Size : 46,9 Mb
Release : 2021-05-18
Category : Education
ISBN : 9781000377965

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Advanced Methods in Automatic Item Generation by Mark J. Gierl,Hollis Lai,Vasily Tanygin Pdf

Advanced Methods in Automatic Item Generation is an up-to-date survey of the growing research on automatic item generation (AIG) in today’s technology-enhanced educational measurement sector. As test administration procedures increasingly integrate digital media and Internet use, assessment stakeholders—from graduate students to scholars to industry professionals—have numerous opportunities to study and create different types of tests and test items. This comprehensive analysis offers thorough coverage of the theoretical foundations and concepts that define AIG, as well as the practical considerations required to produce and apply large numbers of useful test items.

Automatic Item Generation

Author : Mark J. Gierl,Thomas M. Haladyna
Publisher : Routledge
Page : 258 pages
File Size : 53,7 Mb
Release : 2013
Category : Education
ISBN : 9780415897501

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Automatic Item Generation by Mark J. Gierl,Thomas M. Haladyna Pdf

The purpose of this book is to bring researchers and practitioners up-to-date on the growing body of research on Automatic Item Generation by organizing in one volume what is currently known about this research area.

Talent Assessment

Author : Tracy Kantrowitz,Douglas H. Reynolds,John Scott
Publisher : Oxford University Press
Page : 585 pages
File Size : 41,5 Mb
Release : 2023
Category : Business & Economics
ISBN : 9780197611050

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Talent Assessment by Tracy Kantrowitz,Douglas H. Reynolds,John Scott Pdf

"Technology-enhanced assessments for selection and development have flourished over the past several decades. Sophisticated assessment programs that weren't possible even a few years ago can now be assembled and launched on a global scale to measure almost any attribute in any language with greater realism, efficiency, and precision than ever before. Large-scale assessment applications have emerged where candidates are recruited online, automatically screened, assessed and prioritized, and presented with online interview questions based on the results of their assessments - all without any human contact. Many organizations have enthusiastically embraced these developments due to the obvious practical benefits and immediate payoff associated with increased efficiency and reduced costs to move candidates from recruitment through to selection"--

Technology and Measurement around the Globe

Author : Louis Tay,Sang Eun Woo,Tara Behrend
Publisher : Cambridge University Press
Page : 379 pages
File Size : 44,7 Mb
Release : 2023-12-31
Category : Psychology
ISBN : 9781316515280

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Technology and Measurement around the Globe by Louis Tay,Sang Eun Woo,Tara Behrend Pdf

Integrated exploration of the latest insights and advances on the intersection of technology and assessments around the world.

Advanced Teaching Methods for the Technology Classroom

Author : Petrina, Stephen
Publisher : IGI Global
Page : 412 pages
File Size : 53,7 Mb
Release : 2006-09-30
Category : Education
ISBN : 9781599043395

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Advanced Teaching Methods for the Technology Classroom by Petrina, Stephen Pdf

"This book provides a comprehensive, critical approach to meeting the new challenges of technology in the classroom. It gathers together research on technology methods, principles, and content, acting as a reference source for proven and innovative methods. It presents an introduction to teaching educational technology, design, and engineering and contains strategies for innovation in technology education"--Provided by publisher.

Technology Enhanced Assessment

Author : Silvester Draaijer,Desirée Joosten-ten Brinke,Eric Ras
Publisher : Springer
Page : 243 pages
File Size : 40,7 Mb
Release : 2019-07-12
Category : Education
ISBN : 9783030252649

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Technology Enhanced Assessment by Silvester Draaijer,Desirée Joosten-ten Brinke,Eric Ras Pdf

This book constitutes the proceedings of the 21st International Conference on Technology Enhanced Assessment, TEA 2018, held in Amsterdam, The Netherlands, in December 2018. The 14 papers presented were carefully selected from 34 submissions. They are centered around topics like e-learning, computer-assisted instruction, interactive learning environments, collaborative learning, computing education, student assessment.

Technology Enhanced Assessment

Author : Desirée Joosten-ten Brinke,Mart Laanpere
Publisher : Springer
Page : 207 pages
File Size : 43,6 Mb
Release : 2017-05-11
Category : Education
ISBN : 9783319577449

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Technology Enhanced Assessment by Desirée Joosten-ten Brinke,Mart Laanpere Pdf

This book constitutes the proceedings of the 19th International Conference on Technology Enhanced Assessment, TEA 2016, held in Tallinn, Estonia, in October 2016. The 16 full papers presented were carefully selected from 38 submissions. They are centered around topics like measurement of higher order skills; collaborative problem solving or presentation skills; the development of guidelines for authentication control; the role of self-assessment.

Advancements in Technology-Based Assessment: Emerging Item Formats, Test Designs, and Data Sources

Author : Frank Goldhammer,Ronny Scherer,Samuel Greiff
Publisher : Frontiers Media SA
Page : 275 pages
File Size : 41,8 Mb
Release : 2020-02-20
Category : Electronic
ISBN : 9782889635061

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Advancements in Technology-Based Assessment: Emerging Item Formats, Test Designs, and Data Sources by Frank Goldhammer,Ronny Scherer,Samuel Greiff Pdf

This eBook is a collection of articles from a Frontiers Research Topic. Frontiers Research Topics are very popular trademarks of the Frontiers Journals Series: they are collections of at least ten articles, all centered on a particular subject. With their unique mix of varied contributions from Original Research to Review Articles, Frontiers Research Topics unify the most influential researchers, the latest key findings and historical advances in a hot research area! Find out more on how to host your own Frontiers Research Topic or contribute to one as an author by contacting the Frontiers Editorial Office: frontiersin.org/about/contact.

Item Generation for Test Development

Author : Sidney H. Irvine,Patrick C. Kyllonen
Publisher : Routledge
Page : 445 pages
File Size : 47,5 Mb
Release : 2013-05-13
Category : Education
ISBN : 9781135663209

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Item Generation for Test Development by Sidney H. Irvine,Patrick C. Kyllonen Pdf

Since the mid-80s several laboratories around the world have been developing techniques for the operational use of tests derived from item-generation. According to the experts, the major thrust of test development in the next decade will be the harnessing of item generation technology to the production of computer developed tests. This is expected to revolutionize the way in which tests are constructed and delivered. This book is a compilation of the papers presented at a symposium held at ETS in Princeton, attended by the world's foremost experts in item-generation theory and practice. Its goal is to present the major applications of cognitive principles in the construction of ability, aptitude, and achievement tests. It is an intellectual contribution to test development that is unique, with great potential for changing the ways tests are generated. The intended market includes professional educators and psychologists interested in test generation.

Advanced Methodologies and Technologies in Modern Education Delivery

Author : Khosrow-Pour, D.B.A., Mehdi
Publisher : IGI Global
Page : 959 pages
File Size : 47,9 Mb
Release : 2018-09-21
Category : Education
ISBN : 9781522573661

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Advanced Methodologies and Technologies in Modern Education Delivery by Khosrow-Pour, D.B.A., Mehdi Pdf

Recent innovations and new technologies in education have altered the way teachers approach instruction and learning and can provide countless advantages. The pedagogical value of specific technology tools and the cumulative effects of technology exposure on student learning over time are two areas that need to be explored to better determine the improvements needed in the modern classroom. Advanced Methodologies and Technologies in Modern Education Delivery provides emerging research on educational models in the continually improving classroom. While highlighting the challenges facing modern in-service and pre-service teachers when educating students, readers will learn information on new methods in curriculum development, instructional design, and learning assessments to implement within their classrooms. This book is a vital resource for pre-service and in-service teachers, teacher education professionals, higher education administrative professionals, and researchers interested in new curriculum development.

Automated Machine Learning

Author : Frank Hutter,Lars Kotthoff,Joaquin Vanschoren
Publisher : Springer
Page : 223 pages
File Size : 49,7 Mb
Release : 2019-05-17
Category : Computers
ISBN : 9783030053185

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Automated Machine Learning by Frank Hutter,Lars Kotthoff,Joaquin Vanschoren Pdf

This open access book presents the first comprehensive overview of general methods in Automated Machine Learning (AutoML), collects descriptions of existing systems based on these methods, and discusses the first series of international challenges of AutoML systems. The recent success of commercial ML applications and the rapid growth of the field has created a high demand for off-the-shelf ML methods that can be used easily and without expert knowledge. However, many of the recent machine learning successes crucially rely on human experts, who manually select appropriate ML architectures (deep learning architectures or more traditional ML workflows) and their hyperparameters. To overcome this problem, the field of AutoML targets a progressive automation of machine learning, based on principles from optimization and machine learning itself. This book serves as a point of entry into this quickly-developing field for researchers and advanced students alike, as well as providing a reference for practitioners aiming to use AutoML in their work.

User-Centered Design Strategies for Massive Open Online Courses (MOOCs)

Author : Mendoza-Gonzalez, Ricardo
Publisher : IGI Global
Page : 323 pages
File Size : 52,9 Mb
Release : 2016-01-07
Category : Education
ISBN : 9781466697447

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User-Centered Design Strategies for Massive Open Online Courses (MOOCs) by Mendoza-Gonzalez, Ricardo Pdf

In today’s society, educational opportunities have evolved beyond the traditional classroom setting. Most universities have implemented virtual learning environments in an effort to provide more opportunities for potential or current students seeking alternative and more affordable learning solutions. User-Centered Design Strategies for Massive Open Online Courses (MOOCs) focuses on the best practices and effective design of student interaction within virtual learning environments. Highlighting strategies from human-computer interaction experiences and user-centered models, as well as emergent approaches and implementation techniques, this reference publication is designed for computer science students, academics, researchers, instructional designers, IT professionals, software developers, and educators interested in mobile technologies, social learning, and educational inclusion.

The Routledge International Handbook of Automated Essay Evaluation

Author : Mark D. Shermis,Joshua Wilson
Publisher : Taylor & Francis
Page : 647 pages
File Size : 53,5 Mb
Release : 2024-06-27
Category : Psychology
ISBN : 9781040033241

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The Routledge International Handbook of Automated Essay Evaluation by Mark D. Shermis,Joshua Wilson Pdf

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.