Identifiant pérenne de la notice : 208022465
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Note publique d'information : 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