Big Data: Concepts, Methodologies, Tools, and Applications (4 Volumes)

Big Data: Concepts, Methodologies, Tools, and Applications (4 Volumes)

Release Date: April, 2016|Copyright: © 2016 |Pages: 2478
ISBN13: 9781466698406|ISBN10: 1466698403|EISBN13: 9781466698413|DOI: 10.4018/978-1-4666-9840-6

Description

The digital age has presented an exponential growth in the amount of data available to individuals looking to draw conclusions based on given or collected information across industries. Challenges associated with the analysis, security, sharing, storage, and visualization of large and complex data sets continue to plague data scientists and analysts alike as traditional data processing applications struggle to adequately manage big data.

Big Data: Concepts, Methodologies, Tools, and Applications is a multi-volume compendium of research-based perspectives and solutions within the realm of large-scale and complex data sets. Taking a multidisciplinary approach, this publication presents exhaustive coverage of crucial topics in the field of big data including diverse applications, storage solutions, analysis techniques, and methods for searching and transferring large data sets, in addition to security issues. Emphasizing essential research in the field of data science, this publication is an ideal reference source for data analysts, IT professionals, researchers, and academics.

Topics Covered

The many academic areas covered in this publication include, but are not limited to:

  • Applied Big Data
  • Big Data Analytics
  • Data Mining Techniques
  • Data visualization
  • Information Retrieval Methods
  • Security and Privacy Issues
  • Sentiment Analysis

Table of Contents and List of Contributors

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Author(s)/Editor(s) Biography

Information Resources Management Association (IRMA) is a research-based professional organization dedicated to advancing the concepts and practices of information resources management in modern organizations. IRMA's primary purpose is to promote the understanding, development and practice of managing information resources as key enterprise assets among IRM/IT professionals. IRMA brings together researchers, practitioners, academicians, and policy makers in information technology management from over 50 countries.

Indices