Social Media Retrieval

Naeem Ramzan, Roelof van Zwol, Jong-Seok Lee, Kai Clüver, Xian-Sheng Hua (Herausgeber)

Buch | Softcover

484 Seiten

2015 | 2013 ed.
Springer London Ltd (Verlag)
978-1-4471-5971-1 (ISBN)

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Topics and features: introduces the fundamentals of social media retrieval, presenting the most important areas of research in this domain; reviews advances in encoding, compression and network architectures for the exchange of social media information; describes a range of applications related to social media.

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.

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.

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 PetaMedia 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.- eGuided: Sharing Media in Academic and Social Networks based on Peer-Assisted Learning e-Portfolios.- Exploiting Social Media for Music Information Retrieval.

Erscheint lt. Verlag	28.1.2015
Reihe/Serie	Computer Communications and Networks
Zusatzinfo	XII, 484 p.
Verlagsort	England
Sprache	englisch
Maße	155 x 235 mm
Themenwelt	Mathematik / Informatik ► Informatik ► Datenbanken
	Mathematik / Informatik ► Informatik ► Grafik / Design
	Mathematik / Informatik ► Informatik ► Netzwerke
	Informatik ► Software Entwicklung ► User Interfaces (HCI)
	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
ISBN-10	1-4471-5971-3 / 1447159713
ISBN-13	978-1-4471-5971-1 / 9781447159711
Zustand	Neuware