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Applications of Data Management and Analysis

Case Studies in Social Networks and Beyond

Mohammad Moshirpour (Hrsg.), Reda Alhajj (Hrsg.), Behrouz H. Far (Hrsg.)

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ca. 96,29 €
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Springer International Publishing img Link Publisher

Naturwissenschaften, Medizin, Informatik, Technik / Informatik

Beschreibung

This book addresses and examines the impacts of applications and services for data management and analysis, such as infrastructure, platforms, software, and business processes, on both academia and industry. The chapters cover effective approaches in dealing with the inherent complexity and increasing demands of big data management from an applications perspective.


Various case studies included have been reported by data analysis experts who work closely with their clients in such fields as education, banking, and telecommunications. Understanding how data management has been adapted to these applications will help students, instructors and professionals in the field. Application areas also include the fields of social network analysis, bioinformatics, and the oil and gas industries.

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Schlagwörter

social media prediction, customer segmentation model, data science and social networks, dynamic social network, big data architecture, network visualization using genetic algorithm, fuzzy dynamic model, big data management, insurance fraud detection, data-driven science, modeling and theory building, computational social sciences, live sentiment analysis