User role analysis method based on directed topological potential

Autor: Song-qing DUAN, Xing-long YU, Bin WU, Bai WANG
Jazyk: čínština
Rok vydání: 2014
Předmět:
Zdroj: Tongxin xuebao, Vol 35, Pp 124-135 (2014)
Druh dokumentu: article
ISSN: 1000-436X
DOI: 10.3969/j.issn.1000-436x.2014.12.015
Popis: The majority of real-world networks are directed,weighted and dynamic.Aiming at the problem of node role analysis in directed weighted network,a novel node role analysis method based on directed topological potential is pro-posed,which can divide nodes into four roles based on their behavior pattern and local influence.Then,a node role-based dynamic networks evolution analysis method is introduced,which can model the dynamics of behavioral roles represent-ing the main connectivity patterns over time and detect the significant event.The experiment results indicate that pro-posed approaches can effectively estimate the node role and detect the dynamics of network evolution.
Databáze: Directory of Open Access Journals