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Studies in Systems, Decision and Control

Learning Analytics: Fundaments, Applications, and Trends

A View of the Current State of the Art to Enhance e-Learning

Editors: Peña-Ayala, Alejandro (Ed.)

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  • Provides an updated view of the application of learning analytics to the educational arena
  • Discusses the logistics of learning analytics: theories, models, frameworks, and methods
  • Sketches a conceptual frame composed of theoretical, formal, technological and experimental topics
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eBook 118,99 €
price for Spain (gross)
  • ISBN 978-3-319-52977-6
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover 155,99 €
price for Spain (gross)
  • ISBN 978-3-319-52976-9
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
Softcover 155,99 €
price for Spain (gross)
  • ISBN 978-3-319-85029-0
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
About this book

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.

 

Table of contents (9 chapters)

Table of contents (9 chapters)
  • Learning Analytics in Higher Education—A Literature Review

    Pages 1-23

    Leitner, Philipp (et al.)

  • Teaching and Learning Analytics to Support Teacher Inquiry: A Systematic Literature Review

    Pages 25-63

    Sergis, Stylianos (et al.)

  • A Landscape of Learning Analytics: An Exercise to Highlight the Nature of an Emergent Field

    Pages 65-112

    Peña-Ayala, Alejandro (et al.)

  • A Review of Recent Advances in Adaptive Assessment

    Pages 113-142

    Vie, Jill-Jênn (et al.)

  • Data-Driven Personalization of Student Learning Support in Higher Education

    Pages 143-169

    Liu, Danny Yen-Ting (et al.)

Buy this book

eBook 118,99 €
price for Spain (gross)
  • ISBN 978-3-319-52977-6
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover 155,99 €
price for Spain (gross)
  • ISBN 978-3-319-52976-9
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
Softcover 155,99 €
price for Spain (gross)
  • ISBN 978-3-319-85029-0
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
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Bibliographic Information

Bibliographic Information
Book Title
Learning Analytics: Fundaments, Applications, and Trends
Book Subtitle
A View of the Current State of the Art to Enhance e-Learning
Editors
  • Alejandro Peña-Ayala
Series Title
Studies in Systems, Decision and Control
Series Volume
94
Copyright
2017
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing AG
eBook ISBN
978-3-319-52977-6
DOI
10.1007/978-3-319-52977-6
Hardcover ISBN
978-3-319-52976-9
Softcover ISBN
978-3-319-85029-0
Series ISSN
2198-4182
Edition Number
1
Number of Pages
XII, 303
Number of Illustrations
24 b/w illustrations, 57 illustrations in colour
Topics