Learning Analytics in R with SNA, LSA, and MPIA
-15%
portes grátis
Learning Analytics in R with SNA, LSA, and MPIA
Wild, Fridolin
Springer International Publishing AG
04/2018
275
Mole
Inglês
9783319804255
15 a 20 dias
4511
Descrição não disponível.
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.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
Latent Semantic Analysis;Learning;Learning Analytics;Linear Algebra;Social Network Analysis
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.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
