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Big data and learning analytics in higher education : current theory and practice

Author: Ben Kei Daniel
Publisher: Switzerland : Springer, [2017]. ©2017
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:
This book focuses on the uses of big data in the context of higher education. The book describes a wide range of administrative and operational data gathering processes aimed at assessing institutional performance and progress in order to predict future performance, and identifies potential issues related to academic programming, research, teaching and learning. Big data refers to data which is fundamentally too big  Read more...
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Genre/Form: Electronic books
Additional Physical Format: Print version:
Big data and learning analytics in higher education.
Switzerland : Springer, [2017]
(OCoLC)962055750
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Ben Kei Daniel
ISBN: 9783319065205 3319065203
OCLC Number: 957557899
Description: 1 online resource.
Contents: Chapter 1: Overview of Big Data and Analytics in Higher Education --
Chapter 2: Thoughts on Recent Trends and Future Research Perspectives in Big Data and Analytics in Higher Education --
Chapter 3: Big Data in Higher Education: The Big Picture --
Chapter 4: Preparing the Next Generation of Education Researchers for Big Data in Higher Education --
Chapter 5: Managing the Embedded Digital Ecosystems (EDE) Using Big Data Paradigm --
Chapter 6: The Contemporary Research University and the Contest for Deliberative Space --
Part II: LEARNING ANALYTICS --
Chapter 7: Ethical Considerations in Adopting a University- and System-Wide Approach to Data and Learning Analytics --
Chapter 8: Big Data, Higher Education and Learning Analytics: Beyond Justice, Towards an Ethics of Care --
Chapter 9: Curricular and Learning Analytics: A Big Data Perspective --
Chapter 10: Implementing a Learning Analytics Intervention and Evaluation Framework: What Works? --
Chapter 11: GraphFES: A Web Service and Application for Moodle Message Board Social Graph Extraction --
Chapter 12: Toward an Open Learning Analytics Ecosystem --
Chapter 13: Predicting Four-Year Student Success from Two-Year Student Data --
Chapter 14: Assessing Science Inquiry Skills in an Immersive, Conversation-Based Scenario --
Chapter 15: Learning Analytics of Clinical Anatomy e-Cases.
Responsibility: Ben Kei Daniel, editor.

Abstract:

This book focuses on the uses of big data in the context of higher education. The value of big data is the ability to identify useful data and turn it into useable information by identifying  Read more...

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