Learning analytics : fundaments, applications and trends : a view of the current state of the art to enhance e-Learning

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...

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Bibliographic Details
Other Authors Peña-Ayala, Alejandro (Editor)
Format Electronic eBook
LanguageEnglish
Published Cham, Switzerland : Springer, [2017]
SeriesStudies in systems, decision and control ; v. 94.
Subjects
Learning.
Education > Evaluation.
Educational statistics.
elektronické knihy
electronic books
Online AccessFull text
ISBN9783319529776
9783319529769
ISSN2198-4190 ;
Physical Description1 online resource (xii, 303 pages) : color illustrations

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Table of Contents:
  • Learning Analytics in Higher Education
  • A Literature Review
  • Teaching and Learning Analytics to support Teacher Inquiry: A Systematic Literature Review
  • A Landscape of Learning Analytics: An Exercise to Highlight the Nature of an Emergent Field
  • A Review of Recent Advances in Adaptive Assessment
  • Data-driven Personalization of Student Learning Support in Higher Education
  • Overcoming the MOOC data deluge with learning analytic dashboards
  • A Priori Knowledge in Learning Analytics
  • Knowledge Discovery from the Programme for International Student Assessment
  • A Learning Analytics Approach for Job Scheduling on Cloud Servers.

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