Mohlo by se vám také líbit

Více informací o knize Learning Analytics in R with SNA, LSA, and MPIA

• Parametry knihy
• Anotace
• Oblíbené z jiného soudku

Nákupem získáte 329 bodů

Anotace knihy

This book introduces Meaningful Purposive Interaction Analysis (MPIA) theory, which merges social network analysis with latent semantic analysis to help create a meaningful learning landscape out of the traces left by a learning community. It then allows us to use a learner's digital 'analytic traces' to track their journey through that mapped landscape. Learning is the social co-construction of knowledge - working with yourself and with others.§§The hybrid algorithm is implemented in the modeling language R and has packages which capture elements of learners' work with 'more knowledgeable others' and 'resourceful content artefacts' via matrix algebra algorithms. The book provides comprehensive package-by-package application examples, and code samples which guide the reader through the MPIA model to show how the MPIA landscape can be constructed and the learner's journey mapped. It is envisaged that this building block application will allow the reader to progress to use this construct to build further analytic packages to provide student guidance and support further learning decision-making.§§

Parametry knihy

Zařazení knihy Knihy v angličtině Language linguistics Philosophy of language

• Plný název: Learning Analytics in R with SNA, LSA, and MPIA
• Autor: Fridolin Wild
• Jazyk: Angličtina
• Vazba: Pevná
• Počet stran: 275
• EAN: 9783319287898
• ISBN: 3319287893
• ID: 02869062
• Nakladatelství: Springer International Publishing AG
• Hmotnost: 5679 g
• Rozměry: 235 × 155 × 22 mm
• Datum vydání: 05. April 2016

Oblíbené z jiného soudku

---

---

---