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Title
Learning analytics : fundaments, applications and trends : a view of the current state of the art of enhance e-Learning / Johann Ari Larusson, editors.
ISBN
9783319529776 (electronic book)
3319529773 (electronic book)
9783319529769
3319529765
Published
Cham, Switzerland : Springer, [2017]
Copyright
©2017
Language
English
Description
1 online resource : illustrations.
Call Number
LB1060
Dewey Decimal Classification
370.15/23
Summary
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.
Bibliography, etc. Note
Includes bibliographical references and index.
Access Note
Access limited to authorized users.
Source of Description
Online resource; title from PDF title page (viewed February 27, 2017).
Series
Studies in systems, decision and control ; v. 94. 2198-4190
Available in Other Form
Print version: 9783319529769
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.
