Title :
Visualisation of Client Networks from a Large Database
Author :
Bossomaier, Terry ; Standish, Russell K. ; Harre, Michael
Author_Institution :
Centre for Res. in Complex Syst., Charles Sturt Univ., Wagga Wagga, NSW, Australia
Abstract :
This paper describes the analysis of a large customer dataset derived from the banking sector as part of a larger project in agent based modeling. Mutual information is used to determine connections between customers and statistical analysis can be carried out on this network. However, the standard metrics of small world or scale free networks do not fit well and visualization is essential to a deeper understanding of the network structure.
Keywords :
data mining; data visualisation; very large databases; agent based modelling; banking sector; client networks visualisation; financial advice; large customer dataset; mutual information; social networks; statistical analysis; Banking; Brain; Extrapolation; Information analysis; Mutual information; Power system modeling; Psychology; Switches; Visual databases; Visualization; Social networks; financial advice; large graph layout; mutual information;
Conference_Titel :
Information Visualisation, 2009 13th International Conference
Conference_Location :
Barcelona
Print_ISBN :
978-0-7695-3733-7
