
Learning Analytics in Education
Description
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Learning Analytics in Education provides an essential framework, as well as guidance and examples, for a wide range of professionals interested in the future of learning. If you are already involved in learning analytics, or otherwise trying to use an increasing density of evidence to understand learners' progress, these leading thinkers in the field may give you new insights. If you are engaged in teaching at any level, or training future teachers/faculty for this new, increasingly technology-enhanced learning world, and want some sense of the potential opportunities (and pitfalls) of what technology can bring to your teaching and students, these forward-thinking leaders can spark your imagination. If you are involved in research around uses of technology, improving learning measurements, better ways to use evidence to improve learning, or in more deeply understanding human learning itself, you will find additional ideas and insights from some of the best thinkers in the field here. If you are involved in making administrative or policy decisions about learning, you will find new ideas (and dilemmas) coming your way from inevitable changes in how we design and deliver instruction, how we measure the outcomes, and how we provide feedback to students, teachers, developers, administrators, and policy-makers. For all these players, the trick will be to get the most out of all the new developments to efficiently and effectively improve learning performance, without getting distracted by "shiny" technologies that are disconnected from how human learning and development actually work.
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Content
2 - Learning Analytics in Education [Seite 4]
3 - Library of Congress Cataloging-in-Publication Data [Seite 5]
4 - Contents [Seite 6]
5 - Preface [Seite 8]
6 - Introduction [Seite 12]
7 - Acknowledgments [Seite 22]
8 - CHAPTER 1: Inferential Foundations for Learning Analytics in the Digital Ocean [Seite 24]
9 - CHAPTER 2: Towards Demonstrating the Value of Learning Analytics for K-12 Education [Seite 72]
10 - CHAPTER 3: Using Analytics to Improve Academic Persistence [Seite 86]
11 - CHAPTER 4: Multimodal Learning Analytics and Assessment of Open-Ended Artifacts [Seite 112]
12 - CHAPTER 5: Putting the Learner at the Center [Seite 136]
13 - CHAPTER 6: Discourse Analytics for Classroom Learning [Seite 162]
14 - CHAPTER 7: Learning Analytics Ecosystem Could Be Fostered by Institutional Review Board Reform [Seite 178]
15 - CHAPTER 8: Policies and Capacity Enablers and Barriers for Learning Analytics [Seite 198]
16 - CHAPTER 9: Understanding Learning Analytics Across Practices [Seite 238]
17 - ABOUT THE EDITORS [Seite 256]
18 - ABOUT THE CONTRIBUTORS [Seite 260]
System requirements
File format: PDF
Copy-Protection: Adobe-DRM (Digital Rights Management)
System requirements:
- Computer (Windows; MacOS X; Linux): Install the free reader Adobe Digital Editions prior to download (see eBook Help).
- Tablet/smartphone (Android; iOS): Install the free app Adobe Digital Editions or the app PocketBook before downloading (see eBook Help).
- E-reader: Bookeen, Kobo, Pocketbook, Sony, Tolino and many more (only limited: Kindle).
The file format PDF always displays a book page identically on any hardware. This makes PDF suitable for complex layouts such as those used in textbooks and reference books (images, tables, columns, footnotes). Unfortunately, on the small screens of e-readers or smartphones, PDFs are rather annoying, requiring too much scrolling.
This eBook uses Adobe-DRM, a „hard” copy protection. If the necessary requirements are not met, unfortunately you will not be able to open the eBook. You will therefore need to prepare your reading hardware before downloading.
Please note: We strongly recommend that you authorise using your personal Adobe ID after installation of any reading software.
For more information, see our eBook Help page.
File format: ePUB
Copy protection: Adobe-DRM (Digital Rights Management)
System requirements:
- Computer (Windows; MacOS X; Linux): Install the free reader Adobe Digital Editions prior to download (see eBook Help).
- Tablet/smartphone (Android; iOS): Install the free app Adobe Digital Editions or the app PocketBook before downloading (see eBook Help).
- E-reader: Bookeen, Kobo, Pocketbook, Sony, Tolino and many more (not Kindle).
The file format ePub works well for novels and non-fiction books – i.e., „flowing” text without complex layout. On an e-reader or smartphone, line and page breaks automatically adjust to fit the small displays.
This eBook uses Adobe-DRM, a „hard” copy protection. If the necessary requirements are not met, unfortunately you will not be able to open the eBook. You will therefore need to prepare your reading hardware before downloading.
Please note: We strongly recommend that you authorise using your personal Adobe ID after installation of any reading software.
For more information, see our ebook Help page.