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Lecture Notes on Data Engineering and Communications Technologies

Software Data Engineering for Network eLearning Environments

Analytics and Awareness Learning Services

Editors: Caballé, Santi, Conesa, Jordi (Eds.)

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  • Explores the state of the art in software tools and innovative learning strategies for providing effective and efficient solutions to the various problems and challenges currently facing eLearning from a software data engineering perspective
  • Highlights stimulating practical research from leading international experts
  • Provides useful references for educational institutions, industry, academic researchers, professionals, developers, and practitioners
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eBook $99.00
price for USA in USD (gross)
  • ISBN 978-3-319-68318-8
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $129.00
price for USA in USD
  • ISBN 978-3-319-68317-1
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
About this book

This book presents original research on analytics and context awareness with regard to providing sophisticated learning services for all stakeholders in the eLearning context. It offers essential information on the definition, modeling, development and deployment of services for these stakeholders.

Data analysis has long-since been a cornerstone of eLearning, supplying learners, teachers, researchers, managers and policymakers with valuable information on learning activities and design. With the rapid development of Internet technologies and sophisticated online learning environments, increasing volumes and varieties of data are being generated, and data analysis has moved on to more complex analysis techniques, such as educational data mining and learning analytics. Now powered by cloud technologies, online learning environments are capable of gathering and storing massive amounts of data in various formats, of tracking user-system and user-user interactions, and of delivering rich contextual information.

Table of contents (10 chapters)

Table of contents (10 chapters)
  • Predictive Analytics: Another Vision of the Learning Process

    Pages 1-25

    Bañeres, David (et al.)

  • A Procedural Learning and Institutional Analytics Framework

    Pages 27-46

    Amigud, Alexander (et al.)

  • Engagement Analytics: A Microlevel Approach to Measure and Visualize Student Engagement

    Pages 47-66

    Balasooriya, Isuru (et al.)

  • Learning Analytics in Mobile Applications Based on Multimodal Interaction

    Pages 67-92

    Mota, José Miguel (et al.)

  • Increasing the Role of Data Analytics in m-Learning Conversational Applications

    Pages 93-113

    Griol, David (et al.)

Buy this book

eBook $99.00
price for USA in USD (gross)
  • ISBN 978-3-319-68318-8
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $129.00
price for USA in USD
  • ISBN 978-3-319-68317-1
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Software Data Engineering for Network eLearning Environments
Book Subtitle
Analytics and Awareness Learning Services
Editors
  • Santi Caballé
  • Jordi Conesa
Series Title
Lecture Notes on Data Engineering and Communications Technologies
Series Volume
11
Copyright
2018
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing AG
eBook ISBN
978-3-319-68318-8
DOI
10.1007/978-3-319-68318-8
Softcover ISBN
978-3-319-68317-1
Series ISSN
2367-4512
Edition Number
1
Number of Pages
XVII, 228
Number of Illustrations
8 b/w illustrations, 49 illustrations in colour
Topics