Social Multimedia Signals

A Signal Processing Approach to Social Network Phenomena

  • Suman Deb Roy
  • Wenjun Zeng

Table of contents

  1. Front Matter
    Pages i-x
  2. Suman Deb Roy, Wenjun Zeng
    Pages 1-7
  3. Suman Deb Roy, Wenjun Zeng
    Pages 9-18
  4. Suman Deb Roy, Wenjun Zeng
    Pages 19-29
  5. Suman Deb Roy, Wenjun Zeng
    Pages 31-41
  6. Suman Deb Roy, Wenjun Zeng
    Pages 43-58
  7. Suman Deb Roy, Wenjun Zeng
    Pages 59-72
  8. Suman Deb Roy, Wenjun Zeng
    Pages 73-93
  9. Suman Deb Roy, Wenjun Zeng
    Pages 95-113
  10. Suman Deb Roy, Wenjun Zeng
    Pages 115-134
  11. Suman Deb Roy, Wenjun Zeng
    Pages 135-142
  12. Suman Deb Roy, Wenjun Zeng
    Pages 143-160
  13. Suman Deb Roy, Wenjun Zeng
    Pages 161-174
  14. Back Matter
    Pages 175-176

About this book


Social Multimedia Signals is intended for those whose interest is to study the Social Web and develop automated tools to analyze it better. It is especially useful for researchers experienced with signal processing or multimedia analysis but have little exposure to social networks and social multimedia data. Those new to social multimedia should find the first chapters extremely useful to get a thorough look at how social data behaves. Conversely, social scientists should find useful the authors’ introduction to several signal processing techniques that can be employed to manipulate large-scale social data. For those new to signal processing, Chapters 5, 6 and 7 will get readers underway with basic techniques for signal processing from social multimedia. Later chapters include a significant amount of material on machine learning for those interested in intelligent algorithms for the Social Web. The authors wrote this book in a balanced fashion, for multimedia researchers, social scientists, network scientists, data scientists who work with social web data, and professionals who use social media on a daily basis.


·         Explores how media popularity in one domain is determined by another domain;

·         Presents a granular look at social networks: micro, meso, and macro;

·         Examines finding hidden communities in social networks based on shared multimedia.


Community Detection Duality between Signals and Network Network Analysis Shared Media Social Media Social Multimedia Social Network Signal Processing Sociometrics Time Series Analysis

Authors and affiliations

  • Suman Deb Roy
    • 1
  • Wenjun Zeng
    • 2
  1. 1.BetaworksNew YorkUSA
  2. 2.Department of Computer ScienceUniversity of MissouriColumbiaUSA

Bibliographic information

  • DOI
  • Copyright Information Springer International Publishing Switzerland 2015
  • Publisher Name Springer, Cham
  • eBook Packages Engineering
  • Print ISBN 978-3-319-09116-7
  • Online ISBN 978-3-319-09117-4
  • Buy this book on publisher's site
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