Applications of Data Management and Analysis
Case Studies in Social Networks and Beyond
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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.
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.
Features state-of-the-art techniques for data management and analysis using current algorithms, models, and architecture Contains case studies describing how data analysis can improve the insurance, banking, e-commerce, biomedical, and oil industries Includes topics on education such as building repositories to support instructors and curriculum development in big data
Autor*in
Mohammad Moshirpour
Themen in »Applications of Data Management and Analysis«
dynamic social network fuzzy dynamic model social media prediction insurance fraud detection network visualization using genetic algorithm customer segmentation model live sentiment analysis data science and social networks big data architecture big data management data-driven science, modeling and theory building computational social sciences