• Title/Summary/Keyword: 학대 분류시스템

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Characteristics of the Child Maltreatment at Day Care Centers and the Case Dispositions of Child Protective Services in Korea (한국 어린이집 아동학대의 학대 특성 및 아동보호서비스의 최종조치 관련 요인 분석)

  • Kim, Kihyun;Jang, Hwajung;Kim, Kyunghee;Jang, Heesun
    • Korean Journal of Social Welfare
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    • v.66 no.4
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    • pp.25-52
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    • 2014
  • This study examined the characteristics of child maltreatment cases which occurred recently at the Day Care Centers in Korea. The study utilized the case records system of the National Child Protection Agency (K-CPS) and analyzed all the cases reported to the K-CPS from 2010 to 2012 (n=462). Using the case records abstraction system developed for this study, based on the Maltreatment Case Records Abstraction System (MCRAI; Trickett et al., 2009), the detailed information on abuse cases as well as disposition outcomes was abstracted. The results showed the relatively low rate of abuse designation, low rate of reports from the mandatory reporters as well as overwhelmingly high rate of physical abuse. Diversity was detected in severity ratings in each type of abuse. Finally, determinants of dispositions differed for children, perpetrators and daycare centers. Based on the results, implications for practice and child maltreatment research were discussed.

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An OpenPose-based Child Abuse Decision System using Surveillance Video (감시 영상을 활용한 OpenPose 기반 아동 학대 판단시스템)

  • Yoo, Hye-Rim;Lee, Bong-Hwan
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.23 no.3
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    • pp.282-290
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    • 2019
  • Recently child abuse has occurred frequently in educational institutions such as daycare center and kindergarten. Therefore, government made it mandatory to install CCTVs, but it is not easy to inspect the CCTV images. In this paper, we propose a model for judging child abuse using CCTV images. First of all, child abuse is a physical abuse of children by adults, thus a model for classifying adults and children is needed. The existing Haar scheme uses the frontal image to classify adults and children. However, the OpenPose allows to classify adults and children regardless of frontal and side image. In this research, a child abuse judgment model was designed and implemented by applying characteristics of adult and child posture when a child was abused. Since the implemented system utilizes the currently installed CCTV image, it is possible to monitor the child abuse in real time without any additional installation, which enables us to cope with the abuse promptly.

Classifying Predominant Type and Examining Risk Factors for Recurrence of Child Maltreatment (아동학대사례의 잠재유형화와 유형별 재학대 위험요인)

  • Lee, Sang-Gyun;Lee, Bong Joo;Kim, Sewon;Kim, Hyun-Soo;Yoo, Joan P.;Jang, Hwa Jung;Chin, Meejung;Park, Ji-Myung
    • Korean Journal of Social Welfare Studies
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    • v.48 no.3
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    • pp.171-208
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    • 2017
  • The purpose of this study is to classify the underlying and parsimonious types of child maltreatment and examine whether the effects of risk factors on child maltreatment recurrence differ by type of maltreatment. We utilized the multiyear national administrative data from the National Child Maltreatment Information System collected by Child Protection Agency in Korea. Of 26,921 child maltreatment victims reported and substantiated on or after January 1, 2012, 1,447 children who had recurrence of child maltreatment until December 31, 2015 were selected as maltreatment recurrence group and 4,580 children who had not experienced maltreatment since first substantiation were assigned as maltreatment non-recurrence group. Latent class analysis(LCA) and latent transition analysis(LTA) were used to group children with similar maltreatment subtypes into discrete classes of child maltreatment recurrence. Logistic regression is employed to examine the association between the child maltreatment predominant types and risk factors for recurrence. Results of LCA and LTA showed four latent classes representing predominant type of child maltreatment: 'physical abuse predominant type', 'emotional abuse predominant type', 'sexual abuse predominant type', and 'neglect type'. Significant differences in the effect of risk factors among latent classes were found in child's age and gender, perpetrator's gender, family poverty, biological parent as the perpetrator, domestic violence toward partner, perpetrator's alcoholic problem, insufficient parenting skills, and out-of-home care service, Based on these findings, results suggested how the typology can be used to guide decision about who to target in prevention and intervention programs, and which features of risk factors to target. Practice and policy implications as well as further research tasks were discussed in the lights of searching for useful and important strategies to prevent recurrence of child maltreatment.