User-centric Social Multimedia Computing

This book presents the first paradigm of social multimedia computing completely from the user perspective. Different from traditional multimedia and web multimedia computing which are content-centric, social multimedia computing rises under the participatory Web2.0 and is essentially user-centric. The goal of this book is to emphasize the user factor in facilitating effective solutions towards both multimedia content analysis, user modeling and customized user services. Advanced topics like cross-network social multimedia computing are also introduced as extensions and potential directions along this research line.

Nominated by University of Chinese Academy of Sciences as an outstanding PhD thesis Differentiate social multimedia computing from traditional and web multimedia computing Presents the first user-centric research paradigm for social multimedia computing: From user, On user, and For user Broaden your understanding by introducing advanced topics of cross-network social multimedia computing Provides guidelines to those who are interested in defining high-risk-high-return social multimedia problems Includes supplementary material: sn.pub/extras

Autorentext
Currently Dr. Jitao Sang serves as assistant professor in Institute of Automation, Chinese Academy of Sciences (CASIA). His research interests include social media analysis, multimedia retrieval and big data mining. His recent research in user-centric social multimedia computing has attracted increasing and extensive attentions, with award-winning publications in the prestigious conferences in a very short period (best paper finalist in MM2012 and MM2013, best student paper in MMM2013). He is also the recipient of Excellent Doctoral Dissertation in CAS, Special Prize of President Scholarship in CAS.

Inhalt

1. Introduction.- 2. User-perceptive Multimedia Content Analysis.- 3. User Modeling on Social Multimedia Activity.- 4. Personalized Multimedia Search.- 5. Cross-network Social Multimedia Computing.- 6. Conclusion.- A. Appendix.