Title :
What Drives the Emergence of Social Networks?
Author :
Udrescu, Mihai ; Topirceanu, Alexandru
Author_Institution :
Dept. of Comput. & Software Eng., Politeh. Univ. of Timisoara, Timisoara, Romania
Abstract :
Current social network research is focused on building topological models which reflect the structure and evolution of such complex networks. As the social network emergence is generally driven by simple preferential attachment rules, this paper is set to reveal which network centrality is the most important in defining preference. Based on recent literature and our own empirical analysis, we argue that node betweenness is the main force that drives social network emergence.
Keywords :
complex networks; network theory (graphs); social sciences; topology; complex networks; network centrality; preferential attachment rules; social network emergence; topological models; Collaboration; Control systems; Evolution (biology); Network topology; Roads; Social network services; Topology;
Conference_Titel :
Control Systems and Computer Science (CSCS), 2015 20th International Conference on
Conference_Location :
Bucharest
Print_ISBN :
978-1-4799-1779-2
DOI :
10.1109/CSCS.2015.130