ENGLISH

Big Data in Complex Systems: Challenges and Opportunities

By Janusz Kacprzyk , Aboul Ella Hassanien , Ahmad Taher Azar , Vaclav Snasael , Jemal H. Abawajy (eds.)

Book information

Publisher
Springer International Publishing
Year
2015
ISBN
978-3-319-11055-4, 978-3-319-11056-1
DOI
10.1007/978-3-319-11056-1
Language
english
Format
PDF
Filesize
17 MB (17860111 bytes)
Series
Studies in Big Data 9
Edition
1
Pages
499\502
Time added
2015-02-17 02:00:00
Computational Intelligence; Artificial Intelligenc

Description

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.

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