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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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Time Domain Electromagnetics (Academic Press Series in Engineering)
Time Domain Electromagnetics (Academic Press Series in Engineering)
In recent times, we have seen increased interest in the direct time domain methods to calculate electromagnetic scattering/interaction phenomenon. This may be due to the surge in activities in the areas of EMP, short-pulse radar, or other related applications. It may also be due to the fact that the time domain methods have several...
Endoscopic Extraperitoneal Radical Prostatectomy: Laparoscopic and Robot-Assisted Surgery
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Governance should offer solutions, but it is clear that...


Applied Computing in Medicine and Health (Emerging Topics in Computer Science and Applied Computing)
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Applied Computing in Medicine and Health is a comprehensive presentation of on-going investigations into current applied computing challenges and advances, with a focus on a particular class of applications, primarily artificial intelligence methods and techniques in medicine and health.

Applied computing is the use of...

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Are you doing all you can to further your career as a software developer? With today's rapidly changing and ever-expanding technologies, being successful requires more than technical expertise. To grow professionally, you also need soft skills and effective learning techniques. Honing those skills is what this book is all about. Authors Dave...

Remaking Global Order: The Evolution of Europe-China Relations and its Implications for East Asia and the United States
Remaking Global Order: The Evolution of Europe-China Relations and its Implications for East Asia and the United States

Relations between the European Union and China have grown at a sustained pace across the board in recent times, transforming the relationship from one of previous neglect into a matter of global strategic significance. This book offers an examination of the evolution of contemporary EU-China relations in the economic, technological and high...

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