• Title/Summary/Keyword: 장애아가족

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KoBERT-based for parents with disabilities Implementation of Emotion Analysis Communication Platform (장애아 부모를 위한 KoBERT 기반 감정분석 소통 플랫폼 구현)

  • Jae-Hyung Ha;Ji-Hye Huh;Won-Jib Kim;Jung-Hun Lee;Woo-Jung Park
    • Proceedings of the Korea Information Processing Society Conference
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    • 2023.11a
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    • pp.1014-1015
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    • 2023
  • 많은 장애아 부모들은 양육에 대한 스트레스, 미래에 대한 걱정으로 심리적으로 상당한 중압감을 느낀다. 이에 비해 매년 증가하는 장애인 수에 비해 장애아 부모 및 가족의 심리적·정신적 문제를 해결하기 위한 프로그램이 부족하다.[1] 이를 해결하고자 본 논문에서는 감정분석 소통 플랫폼을 제안한다. 제안하는 플랫폼은 KoBERT 모델을 fine-tunning 하여 사용자의 일기 속 감정을 분석하여 장애아를 둔 부모 및 가족 간의 소통을 돕는다. 성능평가는 제안하는 플랫폼의 주요 기능인 KoBERT 기반 감정분석의 성능을 확인하기위해 텍스트 분류 모델로 널리 사용되고 있는 LSTM, Bi-LSTM, GRU 모델 별 성능지표들과 비교 분석한다. 성능 평가결과 KoBERT 의 정확도가 다른 분류군의 정확도보다 평균 31.4% 높은 성능을 보였고, 이 외의 지표에서도 비교적 높은 성능을 기록했다.

A study on the factors influencing the satisfaction of life of disabled children parents (장애아 부모의 삶의 만족도에 영향을 미치는 요인에 관한 연구)

  • Lee, Hyun-Suk;Ha, Kyu-Soo
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.16 no.11
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    • pp.8046-8056
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    • 2015
  • The purpose of this study is the study of factors affecting the life satisfaction of disabled children parents. Survey data metropolitan area and Gyeonggi-do special schools, day shelter, Disabled Welfare, especially on the national branch in Korea Funny disabled parent meetings, through 389 branches were collected material wealth targeting parents with disabilities. Statistical analysis SPSS 19.0 program utilizes factor analysis, reliability analysis. And parents of children with disabilities and environmental factors are the demographic characteristics in order to analyze the impact on life satisfaction as a control variable, and the environmental factors as independent variables were performed hierarchical regression analysis. Results are crazy and the positive(+) influence a religious presence and the average monthly income of demographic characteristics in the satisfaction of life, environmental factors all had significant influence on life satisfaction. In other words, family support, disability, social networks, personal nature had a positive(+) influence on life satisfaction of disabled children parents, the relative influence of these factors include family support, disability, social networks, net of personality. It was in. The result is handicapped parents receive emotional support and help from family, the lower the degree of disability of the child, as participation in meetings or disability welfare various programs and handicapped parents, and the more it has a positive character increased satisfaction in life that can be interpreted.

An Ecological Study on Family Functions Perceived by Mothers with Mildly Handicapped Children (장애아 어머니가 지각하는 가족 기능성에 영향을 미치는 생태체계 변인 탐색)

  • Yoon Chong-Hee;Ha Su-Min;Kim Lee-Jin
    • Journal of Families and Better Life
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    • v.24 no.2 s.80
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    • pp.149-163
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    • 2006
  • The purposes of this study were to explore ecological variables that affect family functions and to analyze relative magnitudes of significant predictors. The study employed ecological model. Data were collected from 143 mothers of mildly handicapped children enrolled in integrated kindergartens in Seoul, Korea. The results of the study were as follows : 1. The level of family functions with mildly handicapped children were found to be moderate(M=3.21, SD=.49). 2. The hierarchical regression analysis yielded Model V as the most powerful model, explaining 79%$(Adjusted\;R^2=.787)$ of the variance. 3. The most powerful predictors throughout Model I to V were found to be maternal efficacy $({\beta}=.578,\;p<.001)$, maternal satisfaction with parent-education and counseling programs $({\beta}=.249,\;p<.001)$, husband's helps $({\beta}=.207,\;p<.01)$, and the availability of assistance other than family members $({\beta}=.232,\;p<.05)$ in the order.

Care and future expectations of families with severe disabilities (중증장애 가족의 돌봄과 미래기대)

  • Shin, Kyung-An
    • Journal of Industrial Convergence
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    • v.18 no.6
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    • pp.139-146
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    • 2020
  • Care of people with severe disabilities requires care throughout their life cycle compared to non-disabled families. For this reason, carers of severely handicapped families are highly likely to have negative feelings throughout the family as well as daily stress. Disabled families also have a high rate of experiencing difficulties between non-disabled children or married couples in life centered on the disabled. In particular, the rapid aging in Korea affects the lives of the elderly disabilities along with the aging of the caregivers. The study explored alternatives to realistic support through the past and present experiences of caregivers with disabilities through qualitative research methods, and derived hopes and expectations for the future as follows.First, after confirming the disability for infants and toddlers with disabilities, information about the support system or system is provided from the rating agency. Second, providing "customized care support" suitable for the type of disability or individual characteristics at the social, political, institutional, and economic levels. Third, the provision of programs for non-disabled children and the provision of healing programs only for families with disabilities or those with disabilities. Fourth, the provision of spaces and programs that provide rest and rest for adults with disabilities. Fifth, the application of a long-term care system for the elderly reflecting the aging age of the disabled and institutionalization of community care for the disabled. The research is meaningful in that it presents discussion points for improving the quality of life of adults and the elderly with disabilities.