• Title/Summary/Keyword: Crime Changes

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Safety Index of Korean Society Analyzed by Time Series (시계열로 분석한 한국사회의 사회안전지표)

  • Shin, Chang-Sub;Kim, Sung-Min;Hwang, Suk-Keun;Lee, Kyoung-Duck;Yee, Jae-Yeol
    • Journal of the Korean Society of Safety
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    • v.21 no.6 s.78
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    • pp.55-63
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    • 2006
  • Rapid economic growth in Korea, on the other side, has generated increase of multiple complex dangers. To take off dangers scattered in the Korean society and to conduct safe society for better life, it is needed to develop social safety index. Social safety index analyzed by time series could compare and estimate various social disasters, thus it act as the foundation to set up safety policy. The research has focused on 8 social safety indexes; natural disaster, fire, traffic accident, crime, industry accident, forest fire, collapse and explosion, and environmental pollution. To find out Korean society safety index analyzed by time series, the research analyzed changes of each safety indexes in 10 years since 1994. Looking at the changes of each indexes, traffic accident showed the most improvement overall the nation, with industrial accident and collapse and explosion rating second and third place. However, crime, fire and natural disaster get worse, and especially crime has turned worsened than any other divisions.

The Effects of Neighborhood Physical Changes caused by CPTED Project on Resident's Fear of Crime, Neighborhood Satisfaction, and Neighborhood Attachment in the Poverty Area - Focused on the Gamcheon 2-dong, Saha-gu, Busan - (CPTED 사업으로 인한 근린의 물리적 환경변화가 빈곤지역 주민들의 범죄두려움과 동네만족도, 동네애착 형성에 미치는 영향 - 부산 사하구 감천2동을 대상으로 -)

  • Park, Ju-Hyeon;Lee, Kyung-Hwan
    • Journal of the Architectural Institute of Korea Planning & Design
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    • v.36 no.1
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    • pp.105-111
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    • 2020
  • The purpose of this study was to empirically analyze the effects of physical environment change on the Crime Prevention Through Environmental Design (CPTED) project implemented in Gamcheon 2 Dong on the fear of crime, neighborhood satisfaction, and neighborhood attachment in the poor. In this study, the data collected through field surveys and questionnaires were analyzed using a structural equation model, specifically the SPSS AMOS 25 program. From the results of the analysis, it was found that the neighborhood satisfaction was enhanced by the improvement in the walking environment and the reduction in the neighborhood disorder level of the target area through the installation of major CPTED facilities. The results of the statistical analysis show that the reduction in the neighborhood disorder due to the CPTED project enhanced the neighborhood satisfaction and the level of neighborhood attachment in the local residents. In addition, the changes in the walking environment caused by the CPTED project had a positive effect on the neighborhood satisfaction, and as the degree of neighborhood disorder decreased, the neighborhood satisfaction increased and the local people's attachment level increased.

An exploration of the relationship between crime/victim characteristics and the victim's criminal damages: Variable selection based on random forest algorithm (범죄 및 피해자 특성과 범죄피해 내용의 관계 탐색: 랜덤포레스트 알고리즘에 기초한 변인선택)

  • Han, Yuhwa;Lee, Wooyeol
    • Korean Journal of Forensic Psychology
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    • v.13 no.2
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    • pp.121-145
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    • 2022
  • The current study applied the random forest algorithm to Korean crime victim survey data collected biennially between 2010 and 2018 to explore the relationship between crime/victim characteristics and the victim's criminal damages. A total of 3,080 cases including gender, age (life cycle stage), type of crime, perpetrator acquisition, repeated victimization, psychological damage (depression, isolation, extreme fear, somatic symptoms, interpersonal problems, moving out to avoid people, suicidal impulses, suicide attempts), and emotional changes after victimization (changes in self-protection confidence, self-esteem, confidence in others, confidence in legal institutions, and respect for Korean legal system/law) were analyzed. Considering the features of data that are difficult to apply traditional statistical techniques, this study implemented random forest algorithms to predict crime and victim characteristics using the victim's criminal damages (psychological damage and emotional change) and selected good predictors using VSURF function in VSURF package for R. As a result of the analysis, it was confirmed that the relationship between the type of crime and depression, extreme fear, somatic symptoms, and interpersonal problems, between perpetrator acquisition and somatic symptoms and interpersonal problems, and between repeated victimization and changes in respect for Korean legal system/law. Gender and life cycle stage (youth/adult/elderly) were found to be related to extreme fear and changes in self-protection confidence, respectively. However, more empirical evidence should be aggregated to explain the results as meaningful. The results of this study suggest that it is necessary to enhance the experts' knowledge and educate them on cases about the relationship between crime/victim characteristics and criminal damage. Strengthening their interview strategy and knowledge about law/rules were also needed to increase the effectiveness of the Korean victim assessment system.

A Selection of Artificial Surveillance Zone through the Spatial Features Analysis of Crime Occurrence Place (범죄발생지점의 공간적 특성분석을 통한 인위적 감시지역의 선정)

  • Kim, Dong-Moon;Park, Jae-Kook
    • Journal of Korean Society for Geospatial Information Science
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    • v.18 no.3
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    • pp.83-90
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    • 2010
  • In modern society, there has been an increase in needs to protect the life and property of the people, because the number of various crimes is on the increase due to the sudden and complicated changes of the urban environment. For the needs, security persons in the urban area are expanding the role and skill of police for more effective crime prevention and surveillance, although the number of policeman/woman is insufficient and their tasks are hard. Recently, a system to observe and prevent crime in effective has been introduced by using such an artificial surveillance device as CCTV to monitor focusing on one area for 24 hours. However, the system brings such problems as the insufficiency of systematic criteria to install surveillance device and the invasion of privacy. Therefore, in this study, artificial surveillance zones to monitor crimes are selected by applying spatial features between artificial surveillance devices including CCTV and crime occurrence place, and using GIS spatial analysis techniques. As a result of selecting, it's found that the number of CCTV is absolutely insufficient and spatial distribution is not fully considered in the existing location of installed CCTV.

Big Data Analytic System based on Public Data (공공 데이터 기반 빅데이터 분석 시스템)

  • Noh, Hyun-Kyung;Park, Seong-Yeon;Hwang, Seung-Yeon;Shin, Dong-Jin;Lee, Yong-Soo;Kim, Jeong-Joon;Park, Kyung-won
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.20 no.5
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    • pp.195-205
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    • 2020
  • Recently, after the 4th industrial revolution era has arrived, technological advances started to develop and these changes have led to widespread use of data. Big data is often used for the safety of citizens, including the administration, safety and security of the country. In order to enhance the efficiency of maintaining such security, it is necessary to understand the installation status of CCTVs. By comparing the installation rate of CCTVs and crime rate in the area, we should analyze and improve the status of CCTV installation status, and crime rate in each area in order to increase the efficiency of security. Therefore, in this paper, big data analytic system based on public data is developed to collect data related to crime rate such as CCTV, female population, entertainment center, etc. and to reduce crime rate through efficient management and installation of CCTV.

A Comparative Study on the Characteristics of Crimes in Quarterly according to the Corona 19 Pandemic Period (코로나19 감염병 유행 시기에 따른 분기별 범죄특성 비교분석)

  • Oh, Seiyouen;Kim, Hakbum
    • Journal of the Society of Disaster Information
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    • v.17 no.4
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    • pp.674-683
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    • 2021
  • Purpose: The purpose of this study is to examine the changes in the pattern of crimes caused by the spread and slowdown of coronavirus infections and to devise preventive and countermeasures against various crimes in the future. Method: In order to find out the characteristics of each crime in the non-face-to-face and face-to-face environment, the results of previous prior research and data officially released by the National Police Agency and the prosecution office were compared and analyzed. Result: In the early epidemic of infectious diseases, overall crime has decreased, and civil life-related crimes and crimes targeting the socially disadvantaged are increasing. In the second half of the infectious disease, unlike the first half, the prolonged corona caused the economic recession and unemployment, deepening the damage from illegal private finance and significantly increasing illegal gambling game crimes. Conclusion: According to the time of the outbreak of the COVID-19 pandemic, the quarterly crime characteristics showed that there was a difference in crime type and crime increase and decrease rate, and that crime response measures should be changed accordingly.

The Effects of Crime Prevention on the Improvement of the Physical Environment in Scene of Child Sex Offense by Using 3D Simulation (아동성범죄 발생지의 3D 시뮬레이션을 이용한 물리적 환경 개선양상에 따른 범죄예방 효과분석)

  • Kim, A-Ram;Jung, Sung-Won;Jun, Han-Jong
    • Journal of the Korean housing association
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    • v.25 no.1
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    • pp.23-32
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    • 2014
  • This research progressed space evaluation test with 3D simulation for exterior space of detached housing area among the Seoul spaces of child sex offense in 2010. Based on changing analysis on natural surveillance by spatial changes of each physical element, the purpose is to suggest effective construction planning measure for preventing child sex offense. The results of research are as follows. First, natural surveillance of space's height differences and width differences were compared and analyzed. As the result, footpath shows that stairs of slope didn't make lots of effects on visual block, not block of spatial moving, because of the difference of stair height. Also, in case of parking space, visual connection with footpath is expanded when designing pilotis rather than heightening floor height, so activities of exterior people could be seen more easily. Therefore, natural surveillance was higher. Second, natural surveillance of architectural elements by changes of footpath' width was compared and analyzed. As the result, openness of footpath should be secured rather than openness of architectural element. And, planning autonomy of architectural form could be more expanded when securing openness of footpath.

Control Variables of Remote Joint Analysis Realization on the M2M Case

  • Lim, Sung-Ryel;Choi, Bo-Yun;Lee, Hong-Chul
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.6 no.1
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    • pp.98-115
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    • 2012
  • New trend called ubiquitous leads the recent business by standardization and integration. It should be the main issue how to guarantee the integration and accountability on each business, especially in mission critical system which is mainly supported by M2M (Machine to Machine) control mechanism. This study is from the analysis of digital forensics case study that is from the M2M Sensing Control Mechanism problem of the "Imjin River" case in 2009, where a group of family is swept away to death by water due to M2M control error. The ubiquitous surroundings bring the changes in the field of criminal investigation to real time controls such as M2M systems. The needs of digital forensics on M2M control are increasing on every crime scene but we suffer from the lack of control metrics to get this done efficiently. The court asks for more accurately analyzed results accounting high quality product development design. Investigators in the crime scene need real-time analysis against the crime caused by poor quality of mission critical systems. It seems to be every need of Real-Time-Enterprise, so called ubiquitous society on the case. We try to find the efficiency and productivity in discovering non-functional design defects in M2M convergence products focusing on three metrics in study model with quick implementation. Digital forensics system in present status depends on know-how of each investigator and is hard to expect professional analysis on every field. This study set up a hypothesis "Co-working of professional investigators on each field will qualify Performance and Integrity" especially in mission critical system such as M2M and suggests "Online co-work analysis model" to efficiently detect and prevent mission critical errors in advance. At the conclusion, this study proved the statistical research that was surveyed by digital forensics specialists around M2M crime scene cases with quick implementation of dash board.

The New Structure of Police Governance and Its Impact on Police Service Delivery in the UK (치안 거버넌스의 새로운 구조와 경찰 서비스 제공에 미치는 영향: 영국을 중심으로)

  • Loveday, Barry;Jung, Jeyong
    • Korean Security Journal
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    • no.55
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    • pp.169-192
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    • 2018
  • This article assesses the recent police reform strategy in England and Wales with the Police Reform and Social Responsibility Act 2011. Police and Crime Commissioners have a responsibility not just for the police force but also for reducing crime in their area of responsibility. This ensures that their remit runs much more widely than their predecessor body, the police authority. The article goes on to evaluate the nature and extent of crime by making immediate use of survey of local police commanders. The surveys showed that police commands were swamped with minor crime and anti-social offences. The arrival of Police and Crime Commissioners has meant that now police priorities can be more closely aligned to those of the public and where anti-social behaviour is now recognised as impacting on the lives of many residents more significantly than criminal activity. The article highlights the changes introduced by government following the Winsor Review to police pay, pensions and conditions of service. It reflects on the impact of this on both police morale and professional motivation. It suggests that current government policy is now haemorrhaging the police service as increasing numbers of experienced officers are leaving the police service which could ultimately undermine its long-term resilience as a strategic emergency service.