Title :
A user trust model based social multimedia tagging system
Author :
Hyun-Ki Hong ; Kyung-Wook Park ; Jee-Uk Heu ; Dong-Ho Lee
Abstract :
Recent years have witnessed an explosion of multimedia contents available online. However, noisy and spam tags provided by spammers dramatically degrade the trust level of Social Networking Service. In this paper, we propose a novel social multimedia tagging system based on a user trust model which exploits the low-level visual features of multimedia contents. Especially, we first analyze the low-level visual features of similar multimedia contents and then measure trust scores of each user. With the trust scores, we construct a new user trust model and propagate the most relevant and reliable tags to the untagged multimedia content based on the user trust model.
Keywords :
multimedia computing; social networking (online); trusted computing; low-level visual features; multimedia contents; noisy tags; social multimedia tagging system; social networking service; spam tags; trust scores; untagged multimedia content; user trust model; Feature extraction; Multimedia communication; Reliability; Semantics; Tagging; Visualization; Social Multimedia Tagging; Tag Propagation; User Trust Model;
Conference_Titel :
Electronics, Information and Communications (ICEIC), 2014 International Conference on
Conference_Location :
Kota Kinabalu
DOI :
10.1109/ELINFOCOM.2014.6914425