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Carte Learning Analytics in R with SNA, LSA, and MPIA FRIDOLIN WILD

Learning Analytics in R with SNA, LSA, and MPIA

Autor: FRIDOLIN WILD
Limbă: engleză
Legare: Carte broșată
Editura: Springer International Publishing AG
Disponibilitate: În depozitul extern
Expediem în 5-8 zile
549.92 lei
This book introduces Meaningful Purposive Interaction Analysis (MPIA) theory, which combines social...

Informații despre carte

Autor
FRIDOLIN WILD
Limbă
engleză
Legare
Carte - Carte broșată
Publicat
2018
Pagini
275
EAN
9783319804255
ISBN
9783319804255
Enbook ID
19415574
Editura
Springer International Publishing AG
Greutate
4511
Dimensiuni
155 x 235 x 15

Descriere completă

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.

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