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Social Multimedia Signals

A Signal Processing Approach to Social Network Phenomena

  • Book
  • © 2015

Overview

Authors:
  1. Suman Deb Roy

    1. Betaworks, New York, USA

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    You can also search for this author in PubMed   Google Scholar

  2. Wenjun Zeng

    1. Department of Computer Science, University of Missouri, Columbia, USA

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    You can also search for this author in PubMed   Google Scholar

  • 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

  • Includes supplementary material: sn.pub/extras

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Table of contents (12 chapters)

  1. Front Matter

    Pages i-x
    Download chapter PDF

  2. Web 2.x

    • Suman Deb Roy, Wenjun Zeng
    Pages 1-7

  3. Media on the Web

    • Suman Deb Roy, Wenjun Zeng
    Pages 9-18

  4. The World of Signals

    • Suman Deb Roy, Wenjun Zeng
    Pages 19-29

  5. The Network and the Signal

    • Suman Deb Roy, Wenjun Zeng
    Pages 31-41

  6. Detection: Needle in a Haystack

    • Suman Deb Roy, Wenjun Zeng
    Pages 43-58

  7. Estimation: The Empirical Judgment

    • Suman Deb Roy, Wenjun Zeng
    Pages 59-72

  8. Following Signal Trajectories

    • Suman Deb Roy, Wenjun Zeng
    Pages 73-93

  9. Capturing Cross-Domain Ripples

    • Suman Deb Roy, Wenjun Zeng
    Pages 95-113

  10. Socially Aware Media Applications

    • Suman Deb Roy, Wenjun Zeng
    Pages 115-134

  11. Revelations from Social Multimedia Data

    • Suman Deb Roy, Wenjun Zeng
    Pages 135-142

  12. Socio-Semantic Analysis

    • Suman Deb Roy, Wenjun Zeng
    Pages 143-160

  13. Data Visualization: Gazing at Ripples

    • Suman Deb Roy, Wenjun Zeng
    Pages 161-174

  14. Back Matter

    Pages 175-176
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Keywords

About this book

This book provides a comprehensive coverage of the state-of-the-art in understanding media popularity and trends in online social networks through social multimedia signals. With insights from the study of popularity and sharing patterns of online media, trend spread in social media, social network analysis for multimedia and visualizing diffusion of media in online social networks. In particular, the book will address the following important issues: Understanding social network phenomena from a signal processing point of view; The existence and popularity of multimedia as shared and social media, how content or origin of sharing activity can affect its spread and popularity; The network-signal duality principle, i.e., how the signal tells us key properties of information diffusion in networks; The social signal penetration hypothesis, i.e., how the popularity of media in one domain can affect the popularity of media in another. The book will help researchers, developers and business (advertising/marketing) individuals to comprehend the potential in exploring social multimedia signals collected from social network data quantitatively from a signal processing perspective.

Authors and Affiliations

  • Betaworks, New York, USA

    Suman Deb Roy

  • Department of Computer Science, University of Missouri, Columbia, USA

    Wenjun Zeng

About the authors

Dr. Suman Deb Roy is a Data Scientist with Betaworks, NY Dr. Wenjun (Kevin) Zeng is a Professor at the Computer Science Dept. with the Univ. of Missouri, Columbia, MO, USA.

Bibliographic Information

  • Book Title: Social Multimedia Signals

  • Book Subtitle: A Signal Processing Approach to Social Network Phenomena

  • Authors: Suman Deb Roy, Wenjun Zeng

  • DOI: https://doi.org/10.1007/978-3-319-09117-4

  • Publisher: Springer Cham

  • eBook Packages: Engineering, Engineering (R0)

  • Copyright Information: Springer International Publishing Switzerland 2015

  • Hardcover ISBN: 978-3-319-09116-7Published: 27 August 2014

  • Softcover ISBN: 978-3-319-35512-2Published: 10 September 2016

  • eBook ISBN: 978-3-319-09117-4Published: 11 August 2014

  • Edition Number: 1

  • Number of Pages: X, 176

  • Number of Illustrations: 16 b/w illustrations, 79 illustrations in colour

  • Topics: Signal, Image and Speech Processing, Input/Output and Data Communications, Computational Intelligence, Media Management

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