Manage Your Own Learning Analytics

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Manage Your Own Learning Analytics
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Author : Elspeth McKay
language : en
Publisher: Springer Nature
Release Date : 2021-12-04
Manage Your Own Learning Analytics written by Elspeth McKay and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-12-04 with Technology & Engineering categories.
This book sheds light on the practice of learning analytics, illuminating how others approach their data analysis. At the beginning of the book, a ‘prescriptive learning analytics planning model’ gives straightforward instructions for people to follow. This book is organized into ten chapters, falling into four topical sections: Managing Learning Analytics (overview, instructional systems design (ISD), instructional design, and planning data analysis); Cognitive Performance Measurement Practices (classical test theory (CTT), Rasch measurement theory (RMT), Item response theory(IRT), Rasch Modeling Tools (research design, setting methodology); and Case Studies (corporate training settings, healthcare industry, and educational courseware design). This book is an important reference for: educational research community and instructional systems designers; corporate training developers; postgraduate course developers; and doctoral students.
Learning Analytics
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Author : Cristina Hall
language : en
Publisher:
Release Date : 2020
Learning Analytics written by Cristina Hall and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020 with Business & Economics categories.
Utilize organizational data and analytics to make better decisions about managing the learning and development of your workforce.
Learning Analytics Fundaments Applications And Trends
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Author : Alejandro Peña-Ayala
language : en
Publisher: Springer
Release Date : 2017-02-17
Learning Analytics Fundaments Applications And Trends written by Alejandro Peña-Ayala and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-02-17 with Technology & Engineering categories.
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.
Big Data And Learning Analytics In Higher Education
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Author : Ben Kei Daniel
language : en
Publisher: Springer
Release Date : 2016-08-27
Big Data And Learning Analytics In Higher Education written by Ben Kei Daniel and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-08-27 with Education categories.
This book focuses on the uses of big data in the context of higher education. The book describes a wide range of administrative and operational data gathering processes aimed at assessing institutional performance and progress in order to predict future performance, and identifies potential issues related to academic programming, research, teaching and learning. Big data refers to data which is fundamentally too big and complex and moves too fast for the processing capacity of conventional database systems. The value of big data is the ability to identify useful data and turn it into useable information by identifying patterns and deviations from patterns.
Learning Analytics
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Author : John R. Mattox (II)
language : en
Publisher:
Release Date : 2016
Learning Analytics written by John R. Mattox (II) and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016 with BUSINESS & ECONOMICS categories.
Utilize organizational data to make better decisions about managing the learning and development of your workforce.
Managing Your Own Learning
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Author : James R. Davis
language : en
Publisher: Berrett-Koehler Publishers
Release Date : 2000-03-13
Managing Your Own Learning written by James R. Davis and has been published by Berrett-Koehler Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2000-03-13 with Business & Economics categories.
This guide for independent learning and workplace training presents seven powerful strategies for staying ahead in today’s knowledge-based economy. These days, perpetual learning is an essential professional skill and a vital part of any business. It’s important to have effective learning strategies that work for you and your team. This practical guide offers a comprehensive approach to creating a focused philosophy of learning, choosing the best approach to planning programs and activities, and developing appropriate systems for assessing results. The authors cover seven powerful training strategies: Behavioral, Cognitive, Inquiry, Mental Models, Group Dynamics, Virtual Reality, and Holistic. They provide a detailed description of each, including the learning theory behind it, its strengths and weaknesses, practical examples of the strategy in action, and side-by-side comparisons showing its appropriate uses. Based on well-researched theories of learning, this book is rich in examples from more than sixty-five worldwide business leaders—including Eastman Kodak, Motorola, SHARP, United Airlines, Norsk Hydro, ABB Atom, Boeing, TELEBRAS, and the U.S. Air Force.
Ai In Learning Designing The Future
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Author : Hannele Niemi
language : en
Publisher: Springer Nature
Release Date : 2022-11-26
Ai In Learning Designing The Future written by Hannele Niemi and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-11-26 with Psychology categories.
AI (Artificial Intelligence) is predicted to radically change teaching and learning in both schools and industry causing radical disruption of work. AI can support well-being initiatives and lifelong learning but educational institutions and companies need to take the changing technology into account. Moving towards AI supported by digital tools requires a dramatic shift in the concept of learning, expertise and the businesses built off of it. Based on the latest research on AI and how it is changing learning and education, this book will focus on the enormous opportunities to expand educational settings with AI for learning in and beyond the traditional classroom. This open access book also introduces ethical challenges related to learning and education, while connecting human learning and machine learning. This book will be of use to a variety of readers, including researchers, AI users, companies and policy makers.
Artificial Intelligence In Education
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Author : Maria Mercedes Rodrigo
language : en
Publisher: Springer Nature
Release Date : 2022-07-26
Artificial Intelligence In Education written by Maria Mercedes Rodrigo and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-07-26 with Computers categories.
This two-volume set LNAI 13355 and 13356 constitutes the refereed proceedings of the 23rd International Conference on Artificial Intelligence in Education, AIED 2022, held in Durham, UK, in July 2022. The 40 full papers and 40 short papers presented together with 2 keynotes, 6 industry papers, 12 DC papers, 6 Workshop papers, 10 Practitioner papers, 97 Posters and Late-Breaking Results were carefully reviewed and selected from 243 submissions. The conference presents topics such as intelligent systems and the cognitive sciences for the improvement and advancement of education, the science and engineering of intelligent interactive learning systems. The theme for the AIED 2022 conference was „AI in Education: Bridging the gap between academia, business, and non-pro t in preparing future-proof generations towards ubiquitous AI."
International Conference On Advanced Intelligent Systems For Sustainable Development
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Author : Janusz Kacprzyk
language : en
Publisher: Springer Nature
Release Date : 2023-06-09
International Conference On Advanced Intelligent Systems For Sustainable Development written by Janusz Kacprzyk and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-06-09 with Technology & Engineering categories.
This book describes the potential contributions of emerging technologies in different fields as well as the opportunities and challenges related to the integration of these technologies in the socio-economic sector. In this book, many latest technologies are addressed, particularly in the fields of computer science and engineering. The expected scientific papers covered state-of-the-art technologies, theoretical concepts, standards, product implementation, ongoing research projects, and innovative applications of Sustainable Development. This new technology highlights, the guiding principle of innovation for harnessing frontier technologies and taking full profit from the current technological revolution to reduce gaps that hold back truly inclusive and sustainable development. The fundamental and specific topics are Big Data Analytics, Wireless sensors, IoT, Geospatial technology, Engineering and Mechanization, Modeling Tools, Risk analytics, and preventive systems.
Learning Analytics Goes To School
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Author : Andrew Krumm
language : en
Publisher: Routledge
Release Date : 2018-01-12
Learning Analytics Goes To School written by Andrew Krumm and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-01-12 with Education categories.
Learning Analytics Goes to School presents a framework for engaging in education research and improving education practice through the use of newly available data sources and analytical approaches. The application of data-intensive research techniques to understanding and improving learning environments has been growing at a rapid pace. In this book, three leading researchers convey lessons from their own experiences—and the current state of the art in educational data mining and learning analytics more generally—by providing an explicit set of tools and processes for engaging in collaborative data-intensive improvement.