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Learning Analytics in R with SNA, LSA, and MPIA

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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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Compensating Your Employees Fairly: A Guide to Internal Pay Equity
Compensating Your Employees Fairly: A Guide to Internal Pay Equity

Compensation fairness is a universal preoccupation in today’s workplace, from whispers around the water cooler to kabuki in the C-suite. Gender discrimination takes center stage in discussions of internal pay equity, but many other protected characteristics may be invoked as grounds for alleging discrimination: age, race, disability,...

Calvinize: Signature Techniques of Photoshop Artist Calvin Hollywood
Calvinize: Signature Techniques of Photoshop Artist Calvin Hollywood

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Orchestrating Docker

Manage and deploy Docker services to containerize applications efficiently

About This Book

  • Set up your own Heroku-like PaaS by getting accustomed to the Docker ecosystem
  • Run your applications on development machines, private servers, or the cloud, with minimal cost of a virtual...

Me (The Art of Living)
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'Who am I?' In a world where randomness and chance make life transient and unpredictable, religion, psychology and philosophy have all tried, in their different ways, to answer this question and to give meaning and coherence to the human person. How we should construct a meaningful 'me' - and to make sense of one's life -...

Elements of Modern Algebra
Elements of Modern Algebra

ELEMENTS OF MODERN ALGEBRA 7e, with its user-friendly format, provides you with the tools you need to get succeed in abstract algebra and develop mathematical maturity as a bridge to higher-level mathematics courses.. Strategy boxes give you guidance and explanations about techniques and enable you to become more proficient at constructing...

Web 2.0 and Social Networking for the Enterprise: Guidelines and Examples for Implementation and Management Within Your Organization
Web 2.0 and Social Networking for the Enterprise: Guidelines and Examples for Implementation and Management Within Your Organization
Humans are creatures of collaboration. Since the beginning of time, we have sought each other out and wanted to communicate and share. Language finds its very purpose in this. As social beings, and aided by all manner of advancement, our ability to interact has evolved.

Centuries ago, man stood on hilltops separated by miles and
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