Learning Analytics in R with SNA, LSA, and MPIA

Learning Analytics in R with SNA, LSA, and MPIA PDF Author: Fridolin Wild
Publisher: Springer
ISBN: 3319287915
Category : Computers
Languages : en
Pages : 287

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Book Description
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.

Learning Analytics in R with SNA, LSA, and MPIA

Learning Analytics in R with SNA, LSA, and MPIA PDF Author: Fridolin Wild
Publisher: Springer
ISBN: 3319287915
Category : Computers
Languages : en
Pages : 287

Get Book Here

Book Description
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.

SNA’s Failures Revealed – Getting it Right With Social Ripple Analysis

SNA’s Failures Revealed – Getting it Right With Social Ripple Analysis PDF Author: Forte Consultancy Group
Publisher: Forte Consultancy
ISBN:
Category :
Languages : en
Pages : 6

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Book Description
If you are using one of the market leader Social Network Analysis (SNA) tools, it is very likely that you are not seeing the forest for the trees. While SNA is an effective tool for identifying subscribers who are social leaders and followers, using it for churn prediction and propensity modeling can be dead wrong. As Forte, we recommend all operators take a leap towards using Social Ripple Analysis (SRA)…

Soil Survey

Soil Survey PDF Author:
Publisher:
ISBN:
Category : Soil surveys
Languages : en
Pages : 104

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Book Description


A Tibetan-English Dictionary

A Tibetan-English Dictionary PDF Author: Heinrich August Jäschke
Publisher: Motilal Banarsidass Publishe
ISBN: 9788120830936
Category : English language
Languages : en
Pages : 706

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Book Description
mutual interdependance. The second half of the book discusses, amongst

Revival: A Tibetan-English Dictionary (1934)

Revival: A Tibetan-English Dictionary (1934) PDF Author: Heinrich August Jaeschke
Publisher: Routledge
ISBN: 1351348140
Category : Foreign Language Study
Languages : en
Pages : 701

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Book Description
This work represents a new and thoroughly revised edition of a Tibetan-German Dictionary, which appeared in a lithographed form between the years 1871 and 1876.

John Wayne Airport, Effects of Additional Air Service, Orange County

John Wayne Airport, Effects of Additional Air Service, Orange County PDF Author:
Publisher:
ISBN:
Category :
Languages : en
Pages : 158

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Book Description


Soil Survey, Caroline County, Maryland

Soil Survey, Caroline County, Maryland PDF Author: Earle Dwight Matthews
Publisher:
ISBN:
Category : Soil surveys
Languages : en
Pages : 114

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Book Description


Proceedings of the London Mathematical Society

Proceedings of the London Mathematical Society PDF Author: London Mathematical Society
Publisher:
ISBN:
Category : Electronic journals
Languages : en
Pages : 266

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Book Description
"Papers presented to J.E. Littlewood on his 80th birthday" issued as 3d ser., v. 14 A, 1965.

Network World

Network World PDF Author:
Publisher:
ISBN:
Category :
Languages : en
Pages : 44

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Book Description
For more than 20 years, Network World has been the premier provider of information, intelligence and insight for network and IT executives responsible for the digital nervous systems of large organizations. Readers are responsible for designing, implementing and managing the voice, data and video systems their companies use to support everything from business critical applications to employee collaboration and electronic commerce.

Soil Survey of Willcox Area, Arizona, Parts of Cochise and Graham Counties

Soil Survey of Willcox Area, Arizona, Parts of Cochise and Graham Counties PDF Author: Davie L. Richmond
Publisher:
ISBN:
Category : Soil surveys
Languages : en
Pages : 228

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Book Description