Title :
A Study on Social Network Metrics and Their Application in Trust Networks
Author :
Varlamis, Iraklis ; Eirinaki, Magdalini ; Louta, Malamati
Author_Institution :
Dept. of Inf. & Telematics, Harokopio Univ., Athens, Greece
Abstract :
Social network analysis has recently gained a lot of interest because of the advent and the increasing popularity of social media, such as blogs, social networks, micro logging, or customer review sites. Such media often serve as platforms for information dissemination and product placement or promotion. In this environment, influence and trust are becoming essential qualities among user interactions. In this work, we perform an extensive study of various metrics related to the aforementioned elements, and their effect in the process of information propagation in the virtual world. In order to better understand the properties of links and the dynamics of social networks, we distinguish between permanent and transient links and in the latter case, we consider the link freshness. Moreover, we distinguish between local and global influence and compare suggestions provided by locally or globally trusted users.
Keywords :
human computer interaction; information dissemination; promotion (marketing); security of data; social networking (online); customer review site; information dissemination; information propagation; product placement; product promotion; social media; social network analysis; social network metrix; Blogs; Book reviews; Collaboration; Mathematical model; Measurement; Media; Social network services; Web 2.0; graph metrics; influence; social network analysis; trust;
Conference_Titel :
Advances in Social Networks Analysis and Mining (ASONAM), 2010 International Conference on
Conference_Location :
Odense
Print_ISBN :
978-1-4244-7787-6
Electronic_ISBN :
978-0-7695-4138-9
DOI :
10.1109/ASONAM.2010.40