Title :
Dynalink: A Framework for Dynamic Criminal Network Visualization
Author :
Park, Andrew J. ; Tsang, Herbert H. ; Brantingham, Patricia L.
Author_Institution :
Dept. of Comput. Sci., Thompson Rivers Univ., Kamloops, BC, Canada
Abstract :
Understanding the temporal development and patterns of criminal networks is important for law enforcement and intelligence agencies to investigate and prevent crimes. Extracting and visualizing criminal networks from a large amount of crime data has been a challenge over the past years. In particular, the visualization of the dynamic development of such networks over time has been difficult in many ways. Recent advancement of visual analytics provides new analytical reasoning tools to explore and analyze a large amount of data with interactive visual interfaces. By employing the ideas of visual analytics, we propose here a framework to visualize dynamic criminal networks, which is called Dynalink. The interactive and visual features of Dynalink can be useful in discovering and analyzing both relational and temporal patterns of criminal networks.
Keywords :
criminal law; data analysis; data visualisation; inference mechanisms; interactive systems; law administration; security of data; Dynalink; analytical reasoning tools; criminal network extraction; dynamic criminal network visualization; intelligence agencies; interactive visual interfaces; law enforcement; visual analytics; Animation; Cities and towns; Data visualization; Drugs; Social network services; Visual analytics; Co-offending Networks; Dynamic Network Visualization; Social Network Analysis; Visual Analytics;
Conference_Titel :
Intelligence and Security Informatics Conference (EISIC), 2012 European
Conference_Location :
Odense
Print_ISBN :
978-1-4673-2358-1
DOI :
10.1109/EISIC.2012.24