DocumentCode
2768885
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
fYear
2009
fDate
15-17 July 2009
Firstpage
369
Lastpage
375
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Visualisation, 2009 13th International Conference
Conference_Location
Barcelona
ISSN
1550-6037
Print_ISBN
978-0-7695-3733-7
Type
conf
DOI
10.1109/IV.2009.77
Filename
5190788
Link To Document