Network analytics: an introduction and illustrative applications in health data science

Analytics researchers are widely using network analysis as a part of their methodology. In this review paper, we discuss different network concepts while summarizing some studies conducted using descriptive, predictive, and prescriptive analytics approaches. These applications illustrate the value o...

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Bibliographic Details
Published in:Journal of information technology cases and applications 2023-07, Vol.25 (3), p.305-315
Main Authors: Kalgotra, Pankush, Sharda, Ramesh
Format: Article
Language:English
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Summary:Analytics researchers are widely using network analysis as a part of their methodology. In this review paper, we discuss different network concepts while summarizing some studies conducted using descriptive, predictive, and prescriptive analytics approaches. These applications illustrate the value of incorporating network properties of a phenomenon in better understanding the problem, prediction, and optimization of an outcome of interest, especially in the health domain.
ISSN:1522-8053
2333-6897
DOI:10.1080/15228053.2023.2187995