Title :
Modeling and analysis of information dissemination mechanism of social media
Author :
Hou, Jiachen ; Xiong, Gang ; Fan, Dong ; Nyberg, Timo R.
Author_Institution :
Cloud Comput. Center, Dongguan Res. Inst. of CAS lA, Dongguan, China
Abstract :
With the fast development of Internet and data volume increase in Internet, Internet is playing more important role in information spreading in recent years. It is reported that social network is a typical complex network expressed with scale free degree. Emergency cases are happening more and more often in China and all over the world, the governments has realized that it is necessary to monitor and manage the information spreading on social network. In this paper, a new experiment platform frame, which is based on SPA (Spreading Activation) model and social centrality, is proposed to validate the information spreading speed in social network, to help the administration department to manage social network more efficiently.
Keywords :
Internet; government data processing; information dissemination; social networking (online); China; Internet; SPA; Spreading Activation model; administration department; complex network; emergency cases; governments; information dissemination mechanism; information spreading; scale free degree; social centrality; social media; social network; Computational modeling; Data models; Media; World Wide Web; crisis management; psychology intervention; public crisis; public psychology;
Conference_Titel :
Service Operations and Logistics, and Informatics (SOLI), 2012 IEEE International Conference on
Conference_Location :
Suzhou
Print_ISBN :
978-1-4673-2400-7
DOI :
10.1109/SOLI.2012.6273566