00000cmm a22000004i 4500 UP-99796217611172551 Buklod 20230504003249.0 m o j cr |n |||auu|a 110321s2011 xxk u | eng d 9780857294364(eBook) (iLib)UPD-00214605799 DLC DML eng DMLUC HM742 S6283 2011eb Hoi, Steven C.H. editor. Social Media Modeling and Computing [electronic resource] Steven C.H. Hoi, Jiebo Luo, Susanne Boll, Dong Xu, Rong Jin, Irwin King, editors. London Springer London 2011. 1 online resource (xiii, 286 p.) ill. Quantifying Visual-Representativeness of Social Image Tags using Image Tag Clarity -- Tag-Based Social Image Search: Towards Relevant and Diverse Results -- Social Image Tag Ranking by Two-View Learning -- Combining Multi-modal Features for Social Media Analysis -- Multi-label Image Annotation by Structural Grouping Sparsity -- Mechanism Design for Incentivizing Social Media Contributions -- Efficient Access Control in Multimedia Social Networks -- Call Me Guru: User Categories and Large-Scale Behavior in YouTube -- Social Media Visual Analytics for Events -- Using Rich Social Media Information for Music Recommendation via Hypergraph Model -- Using Geotags to Derive Rich Tagclouds for Image Annotation -- Social Aspects of Photobooks: Improving Photobook Authoring from Large-Scale Multimedia Analysis. IP-based subscription, access limited to within on-campus computer network. Access via Electronic Resources of the UPD University Library Website. The emergence of user-centric multimedia applications on social networks has been instrumental in the creation of a new form of ?social? media ? created using highly accessible and scalable publishing technologies for sharing via the internet. This timely text/reference presents the latest advances in various aspects of social media modeling and social media computing research. Gathering together superb research from a range of established international conferences and workshops, the editors coherently organize and present each of the topics in relation to the basic principles and practices of social media modeling and computing. Individual chapters can be also be used as self-contained references on the material covered. Topics and features: Presents contributions from an international selection of preeminent experts in the field Discusses topics on social-media content analysis, including social-image tag analysis and ranking, tag-based social image search, analysis by combining multimodal features, and multi-label social-image annotation Examines social-media system design and analysis, covering mechanisms for incentivizing contributions, analysis of users and online behaviors in video sharing portals, and visual analytic tools for event analysis Investigates access control for privacy and security issues in social networks Describes emerging applications of social media, for music recommendation, automatic image annotation, and the analysis and improvement of photo-books This unique text is a must-read, must-use tool for software developers, researchers and graduate students working on multimedia, web search, data mining and machine learning, and related disciplines. High-level managers and professional engineers interested in emerging social media modeling and computing technologies will also find the book to be an invaluable reference. Dr. Steven C.H. Hoi and Dr. Dong Xu are both assistant professors in the School of Computer Engineering at Nanyang Technological University, Singapore. Dr. Jiebo Luo is a senior principal scientist with the Kodak Research Laboratories in Rochester, NY, USA. Dr. Susanne Boll is a professor in the Department of Computer Science at the University of Oldenburg, Germany. Dr. Rong Jin is an associate professor in the Department of Computer Science and Engineering at Michigan State University, East Lansing, MI, USA. Dr. Irwin King is a professor in the Department of Computer Science and Engineering at the Chinese University of Hong Kong, Shatin, Hong Kong. Electronic reproduction. New York SpringerLink 2011. Available via World Wide Web through Springerlink. Social media Research. Online social networks. Electronic books. Hoi, Jiebo. editor. Boll, Susanne. editor. Dong Xu. editor. Rong Jin. editor. Irwin, King. editor. SpringerLink (Online service). Springer eBooks. Printed edition 9780857294357. Electronic Resource Available for University of the Philippines Diliman via SpringerLink. Click here to access http://link.springer.com/book/10.1007/978-0-85729-436-4 FO Monograph UPD DMLR Electronic Resource