Social Multimedia Signals: A Signal Processing Approach to Social Network Phenomena
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...
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Springer
2015
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| Truy cập trực tuyến: | https://scholar.dlu.edu.vn/thuvienso/handle/DLU123456789/58085 |
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oai:scholar.dlu.edu.vn:DLU123456789-580852023-11-11T05:58:13Z Social Multimedia Signals: A Signal Processing Approach to Social Network Phenomena Roy, Suman Deb Zeng, Wenjun General Computers Signal processing Multimedia communications 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. 2015-09-08T08:40:04Z 2015-09-08T08:40:04Z 2015 Book 978-3-319-09117-4 978-3-319-09116-7 https://scholar.dlu.edu.vn/thuvienso/handle/DLU123456789/58085 en application/pdf Springer |
| institution |
Thư viện Trường Đại học Đà Lạt |
| collection |
Thư viện số |
| language |
English |
| topic |
General Computers Signal processing Multimedia communications |
| spellingShingle |
General Computers Signal processing Multimedia communications Roy, Suman Deb Zeng, Wenjun Social Multimedia Signals: A Signal Processing Approach to Social Network Phenomena |
| 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. |
| format |
Book |
| author |
Roy, Suman Deb Zeng, Wenjun |
| author_facet |
Roy, Suman Deb Zeng, Wenjun |
| author_sort |
Roy, Suman Deb |
| title |
Social Multimedia Signals:
A Signal Processing Approach to Social Network Phenomena |
| title_short |
Social Multimedia Signals:
A Signal Processing Approach to Social Network Phenomena |
| title_full |
Social Multimedia Signals:
A Signal Processing Approach to Social Network Phenomena |
| title_fullStr |
Social Multimedia Signals:
A Signal Processing Approach to Social Network Phenomena |
| title_full_unstemmed |
Social Multimedia Signals:
A Signal Processing Approach to Social Network Phenomena |
| title_sort |
social multimedia signals:
a signal processing approach to social network phenomena |
| publisher |
Springer |
| publishDate |
2015 |
| url |
https://scholar.dlu.edu.vn/thuvienso/handle/DLU123456789/58085 |
| _version_ |
1819774848190119936 |