Title :
Development of a spatiotemporal situation analysis system based on graph structuralization
Author :
Matsunga, Taketo ; Kitamura, Kokoro ; Nishida, Yoshiharu ; Takemura, Hiroshi
Author_Institution :
Dept. of Mech. Eng., Tokyo Univ. of Sci., Noda, Japan
Abstract :
Despite the development of information technology and the pervasiveness of situation-specific data, such as incident and situation reports, we lack methods for analyzing situational data. In this study, we propose a new system for analyzing the structure of a situation that integrates graph-structuralization, a spatiotemporal analysis system, and a database of the relation between behaviors and three-dimensional objects. This new integrated situational analysis system allows the use of geographic information. For instance, it uses cluster analysis to extract typical situations and then uses this information to create frequency maps. To evaluate the effectiveness of the integrated analysis system, we analyzed the data of over 200 household incidents.
Keywords :
data mining; geography; graph theory; geographic information; graph structuralization; integrated analysis system; spatiotemporal situation analysis system; Accidents; Data mining; Databases; Injuries; Layout; Spatiotemporal phenomena; Three-dimensional displays; Data Mining; Graphical Structural Analysis; Information Search; Situational Analysis; Spatiotemporal Analysis;
Conference_Titel :
Information Management in the Knowledge Economy (IMKE), 2013 2nd International Conference on
Conference_Location :
Chandigarh