
Social Multimedia Signals
A Signal Processing Approach to Social Network Phenomena
Springer (Publisher)
Published on 10. September 2016
Book
Paperback/Softback
X, 176 pages
978-3-319-35512-2 (ISBN)
Description
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.
More details
Edition
Softcover reprint of the original 1st ed. 2015
Language
English
Place of publication
Cham
Switzerland
Publishing group
Springer International Publishing
Target group
Professional and scholarly
Illustrations
16 s/w Abbildungen, 79 farbige Abbildungen
X, 176 p. 95 illus., 79 illus. in color.
Dimensions
Height: 235 mm
Width: 155 mm
Thickness: 11 mm
Weight
295 gr
ISBN-13
978-3-319-35512-2 (9783319355122)
DOI
10.1007/978-3-319-09117-4
Schweitzer Classification
Other editions
Additional editions

Suman Deb Roy | Wenjun Zeng
Social Multimedia Signals
A Signal Processing Approach to Social Network Phenomena
Book
08/2014
Springer
€106.99
Shipment within 10-15 days
Persons
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.
Content
Web 2.x.- Media on the Web.- The World of Signals.- The Network and the Signal.- Detection - Needle in a Haystack.- Estimation - The Empirical Judgment.- Following Signal Trajectories.- Capturing Cross-Domain Ripples.- Socially-aware Media Applications.- Revelations from Social Multimedia Data.- Socio-Semantic Analysis.- Data Visualization: Gazing at Ripples.