Formative Assessment, Learning Data Analytics and Gamification
Formative Assessment, Learning Data Analytics and Gamification

Author: Santi Caballé

Publisher: Morgan Kaufmann

Published: 2016-05-10

Total Pages: 384

ISBN-13: 0128036672

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Formative Assessment, Learning Data Analytics and Gamification: An ICT Education discusses the challenges associated with assessing student progress given the explosion of e-learning environments, such as MOOCs and online courses that incorporate activities such as design and modeling. This book shows educators how to effectively garner intelligent data from online educational environments that combine assessment and gamification. This data, when used effectively, can have a positive impact on learning environments and be used for building learner profiles, community building, and as a tactic to create a collaborative team. Using numerous illustrative examples and theoretical and practical results, leading international experts discuss application of automatic techniques for e-assessment of learning activities, methods to collect, analyze, and correctly visualize learning data in educational environments, applications, benefits and challenges of using gamification techniques in academic contexts, and solutions and strategies for increasing student participation and performance. - Discusses application of automatic techniques for e-assessment of learning activities - Presents strategies to provide immediate and useful feedback on students' activities - Provides methods to collect, analyze, and correctly visualize learning data in educational environments - Explains the applications, benefits, and challenges of using gamification techniques in academic contexts - Offers solutions to increase students' participation and performance while lowering drop-out rates and retention levels

Data Analytics and Psychometrics
Data Analytics and Psychometrics

Author: Hong Jiao

Publisher: IAP

Published: 2018-12-01

Total Pages: 268

ISBN-13: 1641133287

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The general theme of this book is to encourage the use of relevant methodology in data mining which is or could be applied to the interplay of education, statistics and computer science to solve psychometric issues and challenges in the new generation of assessments. In addition to item response data, other data collected in the process of assessment and learning will be utilized to help solve psychometric challenges and facilitate learning and other educational applications. Process data include those collected or available for collection during the process of assessment and instructional phase such as responding sequence data, log files, the use of help features, the content of web searches, etc. Some book chapters present the general exploration of process data in large-scale assessment. Further, other chapters also address how to integrate psychometrics and learning analytics in assessment and survey, how to use data mining techniques for security and cheating detection, how to use more assessment results to facilitate student’s learning and guide teacher’s instructional efforts. The book includes both theoretical and methodological presentations that might guide the future in this area, as well as illustrations of efforts to implement big data analytics that might be instructive to those in the field of learning and psychometrics. The context of the effort is diverse, including K-12, higher education, financial planning, and survey utilization. It is hoped that readers can learn from different disciplines, especially those who are specialized in assessment, would be critical to expand the ideas of what we can do with data analytics for informing assessment practices.

Handbook of Research on E-Assessment in Higher Education
Handbook of Research on E-Assessment in Higher Education

Author: Ana Azevedo

Publisher: Information Science Reference

Published: 2018-06-25

Total Pages: 0

ISBN-13: 9781522559368

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"This book provides insights concerning the use of E-assessment in Higher Education. It also provides the opportunity for a reflection on this important issue, increasing the understanding of using E-assessment in the context of several different contexts, providing relevant academic work, empirical research findings, and an overview of this relevant field of study"--

Research Anthology on Developments in Gamification and Game-Based Learning
Research Anthology on Developments in Gamification and Game-Based Learning

Author: Management Association, Information Resources

Publisher: IGI Global

Published: 2021-11-26

Total Pages: 1971

ISBN-13: 1668437112

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Technology has increasingly become utilized in classroom settings in order to allow students to enhance their experiences and understanding. Among such technologies that are being implemented into course work are game-based learning programs. Introducing game-based learning into the classroom can help to improve students’ communication and teamwork skills and build more meaningful connections to the subject matter. While this growing field has numerous benefits for education at all levels, it is important to understand and acknowledge the current best practices of gamification and game-based learning and better learn how they are correctly implemented in all areas of education. The Research Anthology on Developments in Gamification and Game-Based Learning is a comprehensive reference source that considers all aspects of gamification and game-based learning in an educational context including the benefits, difficulties, opportunities, and future directions. Covering a wide range of topics including game concepts, mobile learning, educational games, and learning processes, it is an ideal resource for academicians, researchers, curricula developers, instructional designers, technologists, IT specialists, education professionals, administrators, software designers, students, and stakeholders in all levels of education.

Informing the Practice of Teaching Using Formative and Interim Assessment
Informing the Practice of Teaching Using Formative and Interim Assessment

Author: Robert W. Lissitz

Publisher: IAP

Published: 2013-03-01

Total Pages: 257

ISBN-13: 1623961130

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This book focuses on interim and formative assessments as distinguished from the more usual interest in summative assessment. I was particularly interested in seeing what the experts have to say about a full system of assessment. This book has particular interest in what information a teacher, a school or even a state could collect that monitors the progress of a student as he or she learns. The authors were asked to think about assessing the effects of teaching and learning throughout the student’s participation in the curriculum. This book is the product of a conference by the Maryland Assessment Research Center for Education Success (MARCES) with funding from the Maryland State Department of Education.

Handbook of Research on Assessment Literacy and Teacher-Made Testing in the Language Classroom
Handbook of Research on Assessment Literacy and Teacher-Made Testing in the Language Classroom

Author: White, Eddy

Publisher: IGI Global

Published: 2018-11-23

Total Pages: 436

ISBN-13: 1522569871

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The evaluation of student performance and knowledge is a critical element of an educator’s job as well as an essential step in the learning process for students. The quality and effectiveness of the evaluations given by educators are impacted by their ability to create and use reliable and valuable evaluations to facilitate and communicate student learning. The Handbook of Research on Assessment Literacy and Teacher-Made Testing in the Language Classroom is an essential reference source that discusses effective language assessment and educator roles in evaluation design. Featuring research on topics such as course learning outcomes, learning analytics, and teacher collaboration, this book is ideally designed for educators, administrative officials, linguists, academicians, researchers, and education students seeking coverage on an educator’s role in evaluation design and analyses of evaluation methods and outcomes.

Assessment, Testing, and Measurement Strategies in Global Higher Education
Assessment, Testing, and Measurement Strategies in Global Higher Education

Author: Railean, Elena Aurel

Publisher: IGI Global

Published: 2020-01-03

Total Pages: 360

ISBN-13: 1799823164

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Teachers assist students in order to gain data and to determine whether the instructional objectives have been met. Usually, the assessment process takes place as part of ongoing learning and teaching, periodically and at key transitions. The term "assessment" refers to the wide variety of methods, procedures, and tools used to determine what students know, learn, and how they apply knowledge in concrete situations. Assessment, Testing, and Measurement Strategies in Global Higher Education is a comprehensive synthesis of correlations between assessment, testing, and measurement in the context of global education. It analyzes the impact of educational technology on learning analytics, challenges of rapidly changing learning environments, and computer-based assessment. Featuring an assortment of topics such as educational technologies, risk management, and metacognition, this book is optimal for academicians, higher education faculty, deans, performance evaluators, practitioners, curriculum designers, researchers, administrators, and students.

Data Science in Education Using R
Data Science in Education Using R

Author: Ryan A. Estrellado

Publisher: Routledge

Published: 2020-10-26

Total Pages: 315

ISBN-13: 1000200906

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Data Science in Education Using R is the go-to reference for learning data science in the education field. The book answers questions like: What does a data scientist in education do? How do I get started learning R, the popular open-source statistical programming language? And what does a data analysis project in education look like? If you’re just getting started with R in an education job, this is the book you’ll want with you. This book gets you started with R by teaching the building blocks of programming that you’ll use many times in your career. The book takes a "learn by doing" approach and offers eight analysis walkthroughs that show you a data analysis from start to finish, complete with code for you to practice with. The book finishes with how to get involved in the data science community and how to integrate data science in your education job. This book will be an essential resource for education professionals and researchers looking to increase their data analysis skills as part of their professional and academic development.

Learning Analytics: Fundaments, Applications, and Trends
Learning Analytics: Fundaments, Applications, and Trends

Author: Alejandro Peña-Ayala

Publisher: Springer

Published: 2017-02-17

Total Pages: 310

ISBN-13: 3319529773

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This book provides a conceptual and empirical perspective on learning analytics, its goal being to disseminate the core concepts, research, and outcomes of this emergent field. Divided into nine chapters, it offers reviews oriented on selected topics, recent advances, and innovative applications. It presents the broad learning analytics landscape and in-depth studies on higher education, adaptive assessment, teaching and learning. In addition, it discusses valuable approaches to coping with personalization and huge data, as well as conceptual topics and specialized applications that have shaped the current state of the art. By identifying fundamentals, highlighting applications, and pointing out current trends, the book offers an essential overview of learning analytics to enhance learning achievement in diverse educational settings. As such, it represents a valuable resource for researchers, practitioners, and students interested in updating their knowledge and finding inspirations for their future work.