A Multi-Component Analysis of CPTED in the Cyberspace Domain

  • Lee, Jemin Justin
  • Go, Myong-Hyun
  • Kim, Yu-Kyung
  • Joo, Minhee
  • Seo, JeongEun
  • ... Lee, Kyungho
  • 외 2명
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초록

The visual fidelity of a virtual environment lacks the exceedingly complex layers from the physical world, but the continuous improvements of image rendering technology and computation powers have led to greater demands for virtual simulations. Our study employs Crime Prevention through Environmental Design (CPTED) as a risk control measure and utilizes two principles: Access Control and Natural Surveillance. We conducted an experiment with (n-sample: 100) graduate students. For the experiment, we utilized the Factor Analysis of Information Risk (FAIR) to quantitatively analyze the risk. Furthermore, we adopted the lme4 package for R to estimate the mixed effect of the 6,242,880 observations retrieved from Kaggle. Based on the two experiments, we were able to critically evaluate the contributions of CPTED through a multi-component analysis. Our study investigates how spatial syntax and territorial demarcation may translate in the cyberspace realm. We found that the corollaries of the mophology in the virtual environment effects the distribution of crime. The results of our study discusses how to determine the criminogenic designs and capacity in the cyberspace realm.

키워드

lme4Raccess controlnatural surveillanceCPTEDFAIRIoTspatial syntaxVIOLENT VIDEO GAMESRISK
제목
A Multi-Component Analysis of CPTED in the Cyberspace Domain
저자
Lee, Jemin JustinGo, Myong-HyunKim, Yu-KyungJoo, MinheeSeo, JeongEunOh, HaengrokKauh, JanghyukLee, Kyungho
DOI
10.3390/s20143968
발행일
2020-07
유형
Article
저널명
Sensors
20
14
페이지
1 ~ 18