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Chapter 15 MULTIMEDIA INFORMATION NETWORKS IN SOCIAL MEDIA

By Liangliang Cao, Guojun Qi, Shen-fu Tsai, Min-hsuan Tsai, Andrey Del Pozo, Thomas S. Huang, Xuemei Zhang and Suk Hwan Lim

Abstract

Keywords: The popularity of personal digital cameras and online photo/video sharing community has lead to an explosion of multimedia information. Unlike traditional multimedia data, many new multimedia datasets are organized in a structural way, incorporating rich information such as semantic ontology, social interaction, community media, geographical maps, in addition to the multimedia contents by themselves. Studies of such structured multimedia data have resulted in a new research area, which is referred to as Multimedia Information Networks. Multimedia information networks are closely related to social networks, but especially focus on understanding the topics and semantics of the multimedia �les in the context of network structure. This chapter reviews different categories of recent systems related to multimedia information networks, summarizes the popular inference methods used in recent works, and discusses the applications related to multimedia information networks. We also discuss a wide range of topics including public datasets, related industrial systems, and potential future research directions in this �eld.

Topics: Multimedia Information Networks, Social Media, Personal Photo Albums, Ontology, Geographical Annotation C. C. Aggarwal (ed, Social Network Data Analytics, DOI 10.1007/978-1-4419-8462-3_15, © Springer Science+Business Media, LLC 2011414 SOCIAL NETWORK DATA ANALYTICS
Publisher: 2013-09-21
Year: 2013
OAI identifier: oai:CiteSeerX.psu:10.1.1.352.4292
Provided by: CiteSeerX
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