Title :
Transformation of Online Representation through Time
Author :
Feizy, Roya ; Wakeman, Ian ; Chalmers, D.
Author_Institution :
Dept. of Inf., Univ. of Sussex, Brighton, UK
Abstract :
In order to understand the evolution of online identities, we measured the correlation between past and the current representations of self on MySpace social network. We applied several techniques and proposed a personality classifier to calculate the level of honesty and accountability for over 2 million users. We formulized a transformation algorithm to measure both static and dynamic features of identity traits over time. This experiment provides evidence of the dynamic nature of profilespsila information, the social network structure and the group similarities. In this paper, we will discuss how online identities progress during one year time frame and what impact it may have to determine user´s characteristics. This analysis can be used to develop a technology to predict the taxonomy of identities and the direction of online social representation.
Keywords :
data mining; social networking (online); MySpace social network; online social representation; personality classifier; transformation algorithm; Crawlers; Current measurement; Data mining; Informatics; MySpace; Pervasive computing; Privacy; Social network services; Taxonomy; Time measurement; Accountability; Honesty; Identity transformation; Social Network;
Conference_Titel :
Social Network Analysis and Mining, 2009. ASONAM '09. International Conference on Advances in
Conference_Location :
Athens
Print_ISBN :
978-0-7695-3689-7
DOI :
10.1109/ASONAM.2009.64
