Téléchargez le livre : Learning Analytics in R with SNA, LSA, and MPIA

Learning Analytics in R with SNA, LSA, and MPIA

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Éditeur :

Springer


Paru le : 2016-04-04

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108,89 €
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Description

This book introduces Meaningful Purposive Interaction Analysis (MPIA) theory, which combines social network analysis (SNA) with latent semantic analysis (LSA) to help create and analyse a meaningful learning landscape from the digital traces left by a learning community in the co-construction of knowledge.    
The hybrid algorithm is implemented in the statistical programming language and environment R, introducing packages which capture – through matrix algebra – elements of learners’ work with more knowledgeable others and resourceful content artefacts. The book provides comprehensive package-by-package application examples, and code samples that guide the reader through the MPIA model to show how the MPIA landscape can be constructed and the learner’s journey mapped and analysed. This building block application will allow the reader to progress to using and building analytics to guide students and support decision-making in learning.

 
Pages
275 pages
Collection
n.c
Parution
2016-04-04
Marque
Springer
EAN papier
9783319287898
EAN EPUB
9783319287911
Informations sur l'ebook
Nombre pages copiables
2
Nombre pages imprimables
27
Taille du fichier
6287 Ko
Prix
108,89 €

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