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

Learning Analytics in R with SNA, LSA, and MPIA

Autor: FRIDOLIN WILD
Jazyk: Angličtina
Vazba: Brožovaná
Vydavatel: Springer International Publishing AG
Dostupnost: Skladem u dodavatele
Odesíláme za 5-8 dnů
2 286 Kč
This book introduces Meaningful Purposive Interaction Analysis (MPIA) theory, which combines social...

Informace o knize

Autor
FRIDOLIN WILD
Jazyk
Angličtina
Vazba
Kniha - Brožovaná
Vydáno
2018
Stránek
275
EAN
9783319804255
ISBN
9783319804255
Enbook ID
19415574
Vydavatel
Springer International Publishing AG
Hmotnost
4511
Rozměry
155 x 235 x 15

Kompletní popis

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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