Title A Study on the Characteristics of Architecture and Space Affecting Home Invasion Crime
Authors 손동필(Son, Dong-Pil) ; 현태환(Hyeon, Tae-Hwan) ; 박유나(Park, Yu-Na)
DOI https://doi.org/10.5659/JAIK.2021.37.10.35
Page pp.35-42
ISSN 2733-6247
Keywords CPTED; Space syntax; VGA; VAE; Binominal logistic regression
Abstract The purpose of this study is to identify the relationship between spatial and visibility characteristics and crime occurrence among various factors affecting the occurrence of home invasion crime. To this end, the analysis was conducted using a binominal logistic regression analysis. As a result, variables for space syntax and VGA(Visual Graph Analysis) have been significantly shown. In the case of spatial compartments, the likelihood of crime increases as the connection increases, while the likelihood of night crimes decreases as the control increases. In the case of VGA analysis, the higher the visibility of the space, the lower the likelihood of a crime.