Big Data in Complex Systems Challenges and Opportunities

This volume provides challenges and Opportunities with updated, in-depth material on the application of Big data to complex systems in order to find solutions for the challenges and problems facing big data sets applications. Much data today is not natively in structured format; for example, tweets...

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Corporate Author: SpringerLink (Online service)
Other Authors: Hassanien, Aboul Ella (Editor), Azar, Ahmad Taher (Editor), Snasael, Vaclav (Editor), Kacprzyk, Janusz (Editor)
Format: eBook
Language:English
Published: Cham Springer International Publishing 2015, 2015
Series:Studies in Big Data
Subjects:
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
Summary:This volume provides challenges and Opportunities with updated, in-depth material on the application of Big data to complex systems in order to find solutions for the challenges and problems facing big data sets applications. Much data today is not natively in structured format; for example, tweets and blogs are weakly structured pieces of text, while images and video are structured for storage and display, but not for semantic content and search. Therefore transforming such content into a structured format for later analysis is a major challenge. Data analysis, organization, retrieval, and modeling are other  foundational challenges treated in this book. The material of this book will be useful for researchers and practitioners in the field of big data as well as advanced undergraduate and graduate  students. Each of the 17 chapters in the book opens with a chapter abstract and key terms list. The chapters are organized along the lines of problem description, related works, and analysis of the results and comparisons are provided whenever feasible
Physical Description:VIII, 499 p. 127 illus., 10 illus. in color online resource
ISBN:9783319110561