Ebook: Social Media Retrieval
- Tags: Computer Communication Networks, Multimedia Information Systems, Pattern Recognition, User Interfaces and Human Computer Interaction, Information Systems Applications (incl. Internet), Information Storage and Retrieval
- Series: Computer Communications and Networks
- Year: 2013
- Publisher: Springer-Verlag London
- Edition: 1
- Language: English
- pdf
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.
Social media is now ubiquitous on the internet, generating both new possibilities and new challenges in information analysis and retrieval.
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:
- Provides contributions from an international and interdisciplinary selection of experts in their fields
- 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
Researchers and students interested in social media retrieval will find this book a valuable resource, covering a broad overview of state-of-the-art research and emerging trends in this area. The text will also be of use to practicing engineers involved in envisioning and building innovative social media applications and services.
Social media is now ubiquitous on the internet, generating both new possibilities and new challenges in information analysis and retrieval.
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:
- Provides contributions from an international and interdisciplinary selection of experts in their fields
- 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
Researchers and students interested in social media retrieval will find this book a valuable resource, covering a broad overview of state-of-the-art research and emerging trends in this area. The text will also be of use to practicing engineers involved in envisioning and building innovative social media applications and services.
Content:
Front Matter....Pages i-xi
Front Matter....Pages 1-1
Social Video Retrieval: Research Methods in Controlling, Sharing, and Editing of Web Video....Pages 3-22
Social Media Recommendation....Pages 23-42
Multimedia Indexing, Search, and Retrieval in Large Databases of Social Networks....Pages 43-63
Survey on Social Community Detection....Pages 65-85
Detecting Multimedia Contents of Social Events in Social Networks....Pages 87-111
Front Matter....Pages 113-113
Georeferencing in Social Networks....Pages 115-141
Predicting User Tags in Social Media Repositories Using Semantic Expansion and Visual Analysis....Pages 143-167
A Rule-Based Flickr Tag Recommendation System....Pages 169-189
Sentic Computing for Social Media Analysis, Representation, and Retrieval....Pages 191-215
Highlight Detection in Movie Scenes Through Inter-users, Physiological Linkage....Pages 217-237
Toward Emotional Annotation of Multimedia Contents....Pages 239-259
Front Matter....Pages 261-261
Privacy in Recommender Systems....Pages 263-281
Geotag Propagation with User Trust Modeling....Pages 283-304
Context-Aware Content Adaptation for Personalised Social Media Access....Pages 305-338
Front Matter....Pages 339-339
Research in Social Media: How the EC Facilitates R&D Innovation....Pages 341-346
Video Technology for Storage and Distribution of Personalised Media....Pages 347-371
Social Aware TV Content Delivery Over Intelligent Networks....Pages 373-391
Distributed Media Synchronisation for Shared Video Watching: Issues, Challenges and Examples....Pages 393-431
eGuided: Sharing Media in Academic and Social Networks Based on Peer-Assisted Learning e-Portfolios....Pages 433-447
Exploiting Social Media for Music Information Retrieval....Pages 449-478
Back Matter....Pages 479-484
Social media is now ubiquitous on the internet, generating both new possibilities and new challenges in information analysis and retrieval.
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:
- Provides contributions from an international and interdisciplinary selection of experts in their fields
- 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
Researchers and students interested in social media retrieval will find this book a valuable resource, covering a broad overview of state-of-the-art research and emerging trends in this area. The text will also be of use to practicing engineers involved in envisioning and building innovative social media applications and services.
Content:
Front Matter....Pages i-xi
Front Matter....Pages 1-1
Social Video Retrieval: Research Methods in Controlling, Sharing, and Editing of Web Video....Pages 3-22
Social Media Recommendation....Pages 23-42
Multimedia Indexing, Search, and Retrieval in Large Databases of Social Networks....Pages 43-63
Survey on Social Community Detection....Pages 65-85
Detecting Multimedia Contents of Social Events in Social Networks....Pages 87-111
Front Matter....Pages 113-113
Georeferencing in Social Networks....Pages 115-141
Predicting User Tags in Social Media Repositories Using Semantic Expansion and Visual Analysis....Pages 143-167
A Rule-Based Flickr Tag Recommendation System....Pages 169-189
Sentic Computing for Social Media Analysis, Representation, and Retrieval....Pages 191-215
Highlight Detection in Movie Scenes Through Inter-users, Physiological Linkage....Pages 217-237
Toward Emotional Annotation of Multimedia Contents....Pages 239-259
Front Matter....Pages 261-261
Privacy in Recommender Systems....Pages 263-281
Geotag Propagation with User Trust Modeling....Pages 283-304
Context-Aware Content Adaptation for Personalised Social Media Access....Pages 305-338
Front Matter....Pages 339-339
Research in Social Media: How the EC Facilitates R&D Innovation....Pages 341-346
Video Technology for Storage and Distribution of Personalised Media....Pages 347-371
Social Aware TV Content Delivery Over Intelligent Networks....Pages 373-391
Distributed Media Synchronisation for Shared Video Watching: Issues, Challenges and Examples....Pages 393-431
eGuided: Sharing Media in Academic and Social Networks Based on Peer-Assisted Learning e-Portfolios....Pages 433-447
Exploiting Social Media for Music Information Retrieval....Pages 449-478
Back Matter....Pages 479-484
....