Title :
A layered approach to link analysis and visualization of event data
Author :
Si, Yain-Whar ; Cheong, Se-Hang ; Fong, Simon ; Biuk-Aghai, Robert P. ; Cheong, Tat-Man
Author_Institution :
Dept. of Comput. & Inf. Sci., Univ. of Macau, Taipa, China
Abstract :
This paper presents a layered approach to analysis and visualization of associations from events. The proposed approach provides different levels of abstraction for aggregating and analyzing events from heterogeneous data sources by using lists and customizable functions. Interfaces for creating lists and functions are also implemented for different levels of users. The effectiveness of the proposed approach is demonstrated through examples from criminal network analysis area.
Keywords :
data analysis; data visualisation; criminal network analysis area; customizable functions; event data visualization; heterogeneous data sources; link analysis; Data mining; Data visualization; Databases; Diseases; Educational institutions; Java; Terrorism; association visualization; criminal network; event mining; link analysis;
Conference_Titel :
Digital Information Management (ICDIM), 2012 Seventh International Conference on
Conference_Location :
Macau
Print_ISBN :
978-1-4673-2428-1
DOI :
10.1109/ICDIM.2012.6360101