Big Data in Complex Systems

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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Những tác giả chính: Hassanien, A.-E, Taher Azar, A, Snasel, V
Định dạng: Sách
Ngôn ngữ:English
Được phát hành: Springer 2015
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spelling oai:scholar.dlu.edu.vn:DLU123456789-576742023-11-11T05:49:05Z Big Data in Complex Systems Hassanien, A.-E Taher Azar, A Snasel, V Big data Data Modeling Design Data Processing 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. 2015-08-20T07:15:56Z 2015-08-20T07:15:56Z 2015 Book 978-3-319-11056-1 https://scholar.dlu.edu.vn/thuvienso/handle/DLU123456789/57674 en application/pdf Springer
institution Thư viện Trường Đại học Đà Lạt
collection Thư viện số
language English
topic Big data
Data Modeling
Design
Data Processing
spellingShingle Big data
Data Modeling
Design
Data Processing
Hassanien, A.-E
Taher Azar, A
Snasel, V
Big Data in Complex Systems
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.
format Book
author Hassanien, A.-E
Taher Azar, A
Snasel, V
author_facet Hassanien, A.-E
Taher Azar, A
Snasel, V
author_sort Hassanien, A.-E
title Big Data in Complex Systems
title_short Big Data in Complex Systems
title_full Big Data in Complex Systems
title_fullStr Big Data in Complex Systems
title_full_unstemmed Big Data in Complex Systems
title_sort big data in complex systems
publisher Springer
publishDate 2015
url https://scholar.dlu.edu.vn/thuvienso/handle/DLU123456789/57674
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