This comprehensive text/reference examines in depth the synergy between multimedia content analysis, personalization, and next-generation networking. The book demonstrates how this integration can result in robust, personalized services that provide users with an improved multimedia-centric quality of experience. Each chapter offers a practical step-by-step walkthrough for a variety of concepts, components and technologies relating to the development of applications and services. Topics and features: introduces the fundamentals of social media retrieval, presenting the most important areas of research in this domain; examines the important topic of multimedia tagging in social environments, including geo-tagging; discusses issues of personalization and privacy in social media; reviews advances in encoding, compression and network architectures for the exchange of social media information; describes a range of applications related to social media.
Tabela de Conteúdo
Part I: Fundamentals of Social Media.- Social Video Retrieval.- Social Media Recommendation.- Multimedia Indexing, Search and Retrieval in Large Databases of Social Networks.- Survey on Social Community Detection.- Detecting Multimedia Contents of Social Events in Social Networks.- Part II: Tagging of Social Media.- Georeferencing in Social Networks.- Predicting User Tags in Social Media Repositories Using Semantic Expansion and Visual Analysis.- A Rule-Based Flickr Tag Recommendation System.- Sentic Computing for Social Media Analysis, Representation, and Retrieval.- Highlights Detection in Movie Scenes Through Inter-Users Physiological Linkage.- Towards Emotional Annotation of Multimedia Contents.- Part III: Privacy and Personalisation of Social Media.- Privacy in Recommender Systems.- Geotag Propagation with User Trust Modelling.- Context Aware Content Adaptation for Personalised Social Media Access.- Part IV: Applications and Services.- Progression in Social Media: How Peta Media Facilitate?.- Video Technology for Storage and Distribution of Personalised Media.- Social Aware TV Content Delivery over Intelligent Networks.- Distributed Media Synchronization for Shared Video Watching.- e Guided: Sharing Media in Academic and Social Networks based on Peer-Assisted Learning e-Portfolios.- Exploiting Social Media for Music Information Retrieval.
Sobre o autor
Dr. Naeem Ramzan is a Senior Researcher at Queen Mary University of London, UK.
Dr. Roelof van Zwol is Director of Product Information, Search at Netflix, USA.
Dr. Jong-Seok Lee is an Assistant Professor at Yonsei University, South Korea.
Dr. Kai Clüver is a Research Associate at the Technical University of Berlin, Germany.
Dr. Xian-Sheng Hua is a Lead Researcher at Microsoft, USA.
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