Learning Analytics in R with SNA, LSA, and MPIA - Softcover

Wild, Fridolin

Softcover

ISBN 10: 3319287907 ISBN 13: 9783319287904

Publisher: Springer, 2016

Synopsis

Preface.- 1.Introduction.- 2.Learning Theory and Algorithmic Quality Characteristics.- 3.Representing and Analysing Purposiveness with SNA.- 4.Representing and Analysing Meaning with LSA.- 5.Meaningful, Purposive Interaction Analysis.- 6.Visual Analytics Using Vector Maps as Projection Surfaces.- 7.Calibrating for Specific Domains.- 8.Implementation: The MPIA Package.- 9.MPIA in Action: Example Learning Analytics.- 10.Evaluation.- 11.Conclusion and Outlook.- Annex A: Classes and Methods of the MPIA Package.

Edition details

• Publisher: Springer
• Publication date: 2016
• Language: English
• ISBN 10: 3319287907
• ISBN 13: 9783319287904
• Binding: Paperback