Hoppa till sidans huvudinnehåll

Learning Analytics in R with SNA, LSA, and MPIA

Inbunden, Engelska, 2016

AvFridolin Wild

1 439 kr

Beställningsvara. Skickas inom 10-15 vardagar. Fri frakt för medlemmar vid köp för minst 249 kr.

Finns i fler format (1)


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.

Produktinformation

  • Utgivningsdatum2016-04-11
  • Mått155 x 235 x 22 mm
  • Vikt612 g
  • FormatInbunden
  • SpråkEngelska
  • Antal sidor275
  • Upplaga16001
  • FörlagSpringer International Publishing AG
  • ISBN9783319287898
Hoppa över listan

Mer från samma författare

Carlos Delgado Kloos, Denis Gillet, Raquel M. Crespo García, Fridolin Wild, Martin Wolpers - Towards Ubiquitous Learning, Häftad

Towards Ubiquitous Learning

Carlos Delgado Kloos, Denis Gillet, Raquel M. Crespo García, Fridolin Wild, Martin Wolpers

Häftad, 2011

749 kr

Hoppa över listan

Du kanske också är intresserad av

Carlos Delgado Kloos, Denis Gillet, Raquel M. Crespo García, Fridolin Wild, Martin Wolpers - Towards Ubiquitous Learning, Häftad

Towards Ubiquitous Learning

Carlos Delgado Kloos, Denis Gillet, Raquel M. Crespo García, Fridolin Wild, Martin Wolpers

Häftad, 2011

749 kr

Lars Kepler - Medusa, Inbunden
  • Nyhet
Del 11

Medusa

Lars Kepler

Inbunden, 2026

289 kr319 kr

Sara Strömberg - Sot, Pocket
  • Nyhet
Del 4

Sot

Sara Strömberg

Pocket, 2026

79 kr129 kr

Sara Strömberg - Sly, Pocket
Del 1

Sly

Sara Strömberg

Pocket, 2022

79 kr129 kr

Sara Strömberg - Skinn, Pocket
Del 3

Skinn

Sara Strömberg

Pocket, 2024

79 kr129 kr