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Learning Analytics in R with SNA, LSA, and MPIA

Jezik EngleskiEngleski
Knjiga Meki uvez
Knjiga Learning Analytics in R with SNA, LSA, and MPIA FRIDOLIN WILD
Libristo kod: 19415574
Nakladnici Springer International Publishing AG, travanj 2018
This book introduces Meaningful Purposive Interaction Analysis (MPIA) theory, which combines social... Cijeli opis
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102.97 €
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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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Informacije o knjizi

Puni naziv Learning Analytics in R with SNA, LSA, and MPIA
Autor FRIDOLIN WILD
Jezik Engleski
Uvez Knjiga - Meki uvez
Datum izdanja 2018
Broj stranica 275
EAN 9783319804255
ISBN 9783319804255
Libristo kod 19415574
Nakladnici Springer International Publishing AG
Težina 4511
Dimenzije 155 x 235 x 15

Kategorija

Reference, Information & Interdisciplinary subjects > Encyclopaedias & reference works > Reference works
Society & Social Sciences > Education > Educational equipment & technology, computer-aided learning (CAL)
Mathematics & Science > Mathematics > Algebra
Mathematics & Science > Mathematics > Applied mathematics
Computing & Information Technology > Databases > Data mining
Language & Linguistics > Linguistics
Philosophy & Religion > Philosophy
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