• Title/Summary/Keyword: 사회적 위험도

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Knowledge Reasoning Model using Association Rules and Clustering Analysis of Multi-Context (다중상황의 군집분석과 연관규칙을 이용한 지식추론 모델)

  • Shin, Dong-Hoon;Kim, Min-Jeong;Oh, SangYeob;Chung, Kyungyong
    • Journal of the Korea Convergence Society
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    • v.10 no.9
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    • pp.11-16
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    • 2019
  • People are subject to time sanctions in a busy modern society. Therefore, people find it difficult to eat simple junk food and even exercise, which is bad for their health. As a result, the incidence of chronic diseases is increasing. Also, the importance of making accurate and appropriate inferences to individual characteristics is growing due to unnecessary information overload phenomenon. In this paper, we propose a knowledge reasoning model using association rules and cluster analysis of multi-contexts. The proposed method provides a personalized healthcare to users by generating association rules based on the clusters based on multi-context information. This can reduce the incidence of each disease by inferring the risk for each disease. In addition, the model proposed by the performance assessment shows that the F-measure value is 0.027 higher than the comparison model, and is highly regarded than the comparison model.

Validation of the Edmonson Psychiatric Fall Risk Assessment Tool for Psychiatric Inpatients: A Retrospective Study (정신건강의학과 입원 환자를 위한 낙상 위험 사정도구 (Edmonson Psychiatric Fall Risk Assessment Tool)의 타당도 평가: 후향적 연구)

  • Kim, Kyung Young;Son, Young Sun;Lee, You Ji;Kim, Ji Eun;Kim, Mi Kyung;YI, Young Hee
    • Journal of Korean Clinical Nursing Research
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    • v.28 no.3
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    • pp.270-276
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    • 2022
  • Purpose: The purpose of this study was to validate the Edmonson psychiatric fall risk assessment tool (EPFRAT) for psychiatric inpatients. Methods: Data from retrospective study were collected from 670 adult inpatients in two departments of mental health medicine of a tertiary general hospital by reviewing their electronic medical records. There were 41 patients who experienced falls and 629 patients who did not experience falls during the period from January to December 2019. Data were analyzed by sensitivity, specificity, positive predictive value, negative predictive value, and a receiver-operating characteristic curve (ROC) for validity assessment using the IBM SPSS/WIN 26.0 program. Results: Factors affecting falls were the participant's age, guardian's residence, high-risk determination at the time of admission, and comorbidity. At the 85 points where the point of sum of the sensitivity and specificity was largest, the sensitivity, specificity, positive predictive value, and negative predictive value of EPFRAT were 92.7%, 79.7%, 22.9%, and 99.4%, respectively. The area under the ROC to assess the overall validity of the tool was .92 (95% CI 0.89~0.94). Conclusion: The EPFRAT was proved to be valid and reasonable for predicting falls in psychiatric inpatients. Based on the results of this study, it could be used for the assessment of high-risk patients for falls in psychiatric units.

AIoT-based High-risk Industrial Safety Management System of Artificial Intelligence (AIoT 기반 고위험 산업안전관리시스템 인공지능 연구)

  • Yeo, Seong-koo;Park, Dea-Woo
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.26 no.9
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    • pp.1272-1278
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    • 2022
  • The government enacted and promulgated the 'Severe Accident Punishment Act' in January 2021 and is implementing this law. However, the number of occupational accidents in 2021 increased by 10.7% compared to the same period of the previous year. Therefore, safety measures are urgently needed in the industrial field. In this study, BLE Mesh networking technology is applied for safety management of high-risk industrial sites with poor communication environment. The complex sensor AIoT device collects gas sensing values, voice and motion values in real time, analyzes the information values through artificial intelligence LSTM algorithm and CNN algorithm, and recognizes dangerous situations and transmits them to the server. The server monitors the transmitted risk information in real time so that immediate relief measures are taken. By applying the AIoT device and safety management system proposed in this study to high-risk industrial sites, it will minimize industrial accidents and contribute to the expansion of the social safety net.

AIoT-based High-risk Industrial Safety Management System of Artificial Intelligence (AIoT 기반 고위험 산업안전관리시스템 인공지능 연구)

  • Yeo, Seong-koo;Park, Dea-woo
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2022.05a
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    • pp.168-170
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    • 2022
  • The government enacted and promulgated the 'Severe Accident Punishment Act' in January 2021, and is enforcing the law for workplaces with 50 or more full-time workers. However, the number of industrial accident accidents in 2021 increased by 10.7% compared to the same period of the previous year, and chemical gas Safety accidents due to leaks and explosions also occur frequently. Therefore, in high-risk industrial sites, comprehensive Safety measures are urgently needed. In this study, BLE Mesh networking in industrial sites with poor communication environment apply technology. The complex sensor AIoT device recognizes a dangerous situation as a gas sensing value, voice, and motion value, and transmits it to the server. The server monitors the risk situation in real time through information value analysis and judgment through artificial intelligence LSTM algorithm and CNN algorithm for AIoT transmission information. Through this study, through the development of AIoT devices capable of gas sensing, voice and motion recognition, and AI-applied safety management systems, It will contribute to the expansion of the social safety net by expanding its application.

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Development of BIM Based Analytical Model for Laterally Loaded Piles with Defects and Application (BIM 기반의 단면이 손상된 말뚝의 수평 거동 해석 모형 개발과 적용)

  • Jung, Young Wook;Ahn, Jaeyoon;Kim, Hyeonseoung;Ahn, Jaehun
    • Journal of the Korean Geotechnical Society
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    • v.40 no.4
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    • pp.179-188
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    • 2024
  • Nondestructive pile integrity tests are used to confirm the construction of drilled shafts as the foundation of many facilities. However, the safety of the foundation is determined only by the presence or absence of defects, and the location and scale of defects are not considered. In this study, we propose an analysis model for the lateral bearing capacity and section force connected building information modeling (BIM) by extracting the cross-sectional characteristics of the defect in piles and reviewing the safety of piles with defects. Defects at the top of piles had more effect on the change in the deflection of the pile head. Moreover, the decrease in the axial force-bending moment interaction diagram due to cross-sectional reduction increased the risk of destruction of the piles more than the change in the bending moments due to defects. The proposed method can help review the comprehensive safety of piles.

The Association Between Socioeconomic Changes and Adolescent Mental Health After COVID-19 Pandemic (코로나19이후 사회 경제적 변화와 청소년 정신건강의 연관성)

  • Kim, Hi-Ju;Kim, Min-Hyuk;Min, Seongho;Lee, Jinhee
    • Korean Journal of Psychosomatic Medicine
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    • v.30 no.1
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    • pp.16-21
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    • 2022
  • Objectives : The purpose of this study is to investigate depression and suicide ideation according to socioeconomic changes after COVID-19 among Korean adolescent. Methods : Data on the study population were obtained from the 16th Korea Youth Risk Behavior Web-based Survey (KYRBS). The KYRBS is a nationally representative sample of Korean adolescents (aged 12-18 years) that originally included over 103 questions in 15 domains of health-risk behaviors. In the 16th KYRBS, a total 54,948 students from 793 schools responded to the survey. Chi-square test and logistic regression analysis were conducted regarding depression and suicide ideation. Results : This study suggests that changes in the family household before and after COVID-19 pandemic are also affecting the mental health of the adolescents. The study shows that worse change of family household is significant associations with suicidal ideation and depression. Adolescents reporting worse (AOR 1.38; 95% CI 1.38-1.57) and much worse (AOR 2.07; 95% CI 1.87-2.29) were significantly more likely to report depression. Adolescents reporting worse (AOR 1.34; 95% CI 1.34-1.60) and much worse (AOR 2.01; 95% CI 1.76-2.29) were significantly more likely to report suicide ideation. Conclusions : In this study, it was confirmed that young people from socially disadvantaged backgrounds are at high risk of suicide ideation and more depression. The results of this study suggest that we should consider improving the screening and prevention of mental health problems for adolescents with poor socioeconomic changes of COVID-19.

A study on the school health education curriculum development focused on the health education course in primary school (국민학교 보건교육 교과과정의 개선방안에 대한 연구)

  • Kim, Hwa-Joong;Lee, In-Sook
    • Journal of the Korean Society of School Health
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    • v.5 no.1
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    • pp.36-63
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    • 1992
  • The purpose of this study was development of school health education curriculum in primary school based on analysis of the textbooks published in 1991. 1) The health education curriculum in primary school consisted of four major components such as health education aspects of the healthful school environments, health education aspects of school health services, health education course, and health instruction in related subjects. However, health instruction taught by physical education, biology, and other health related subjects was not systematic organization for health care. 2) A considerable amount of health knowledge and attitude, and some health practices was learned as the result of experiences in other courses, where there was little or no reference to health. It must be developed health edcation course separated from health related subjects. 3) Direct health insruction was represented by the health education course. The health education courses must be considered to be heart of the school health education curriculum. 4) The health education course developed by this study was consisted of eight health units and problems in the early elementary grade or health classes in the higher years. 5) The health education course developed by this study provided the opportunity for acquring new knowledge, attitude, and practice, for discarding the unhealtful attitude and strengthening the healthful attitude and practices of primary school students.

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A Study on Cinematic Representations of Posthuman Girls in South Korea-Focused on The Silenced and The Witch: Part 1. The Subversion (한국 영화에 나타난 포스트휴먼 소녀의 재현 양상 연구 -<경성학교: 사라진 소녀들>, <마녀>를 중심으로)

  • Kim, Eun Joung
    • Journal of Popular Narrative
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    • v.27 no.3
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    • pp.95-124
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    • 2021
  • As the symbolic images of girls besides its definition have varied according to the age and society, a posthuman girl character recently appears in the digital cinema. This study aims to analyze its cinematic representations and the social contexts in which they are created. For this purpose, the study focuses on what extent the society allows its imagined figurations as a future female body and the meanings revolving around the image of 'technologically body-enhanced female fighter'. Current digital visualization technology has developed to the extent any imaged future humans can be represented, but posthuman girls' representations have its limitation that only a human-like figuration can be allowed in accord with the traditionally idolized image of girls. It is because of the representation logic in which digital cinema is visualized based on perceptual realism that values audiences' experiences. Despite such less critical figuration which does not dare to cross the boundary between the image of human and inhuman, the posthuman girl characters create a new category of the 'dangerous girls' who are both void of sexual femininity and independent of motherhood and heterosexual romance narrative. Of course, they support the modern human-centered belief that humans can take entire control of technology with their moral behaviors and dispel the fear about the negative impact the nature of technology may have on society at large by showing their child-like figuration protecting ethical values. However, the new character of 'unruly girl' exerts her subversive act that seeks to fight against the human-centered liberal humanistic values and melancholic feeling and vulnerability that the neoliberalism and technocracy enforce. When posthuman girl characters are considered to be a marker through which we can see how different social forces are intervening and competing each other in the upcoming posthuman age, the limited figuration of the posthuman girl characters in South Korean movies illustrates the opinionated thoughts toward the instrumentalism in technology but their bloodshed struggles reveal how the corporate or state-governed techno-biopower has oppressively treated and appropriated the human body as the technology-object and also provide a meaningful opportunity to rethink its unethical violence.

Managing Illness of Korean Immigrants in Transition (재미 한인들의 초기 이민 경험과 질병관리에 관한 고찰)

  • Im Eun-Ok
    • Journal of Korean Public Health Nursing
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    • v.10 no.1
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    • pp.58-79
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    • 1996
  • 재미 한인들의 급격한 증가와 더불어 미국 간호학의 한인들에 대한 문화적 지식의 유입을 필요로 하게 하였다. 더구나 기존 연구들은 한인들이 질병을 비효율적이며 부적절하게 관리하는 것으로 보고하고 있어 이에 대한 연구의 필요성이 더욱 증가하였다. 기존 연구에 의하면 초기 이민 경험은 이민자들의 건강과 질병 관리에 크게 영향을 미치는 것으로 나타났다. 이 연구에서는 비평적 문헌 고찰을 통하여 초기 이민 경험이 재미 한인들의 질병관리에 어떻게 영향을 미치는지에 관하여 살펴보고 이에 근거하여 재미 한인들을 위한 적절한 간호의 방향을 제시하고자 했다. 의학도서 목록 전산망과 기타 문헌 자료를 이용하여 1966년부터 1995년까지의 의학, 보건학, 생물학, 심리학, 사회학 문헌들을 살펴보았다. 체계적인 문헌 고찰을 위하여 4개의 세부적인 주제 아래 문헌들을 구분하여 고찰하였다 첫째. 일반적인 이민자들의 초기 이민경험, 건강, 질병 관리가 고찰되었고. 둘째로 재미 한인들의 초기 이민 경험이 고찰되어졌으며, 셋째로, 재미 한인들의 건강. 질병관리가 고찰되어졌고, 마지막으로 이들을 위한 간호의 방향을 제시해 줄 기존의 간호 모델들이 고찰되어졌다. 문헌 고찰 결과, 재미 한인들의 부적절한 질병 관리는 그들의 초기 이민 경험들과 관련되는 것으로 나타났다 첫째 문화적으로 결정되어진 신념이나 태도들이 재미 한인들의 적절한 질병 관리를 방해하는 것으로 나타났다. 둘째, 재미 한인들도 본국인들과 마찬가지로 질병관리를 위해 현대의학. 한방, 무속, 민간요법을 사용하는 것으로 나타났는데. 한방의 사용이나 이러한 치료법들의 흔용은 한인들의 적절한 질병 관리를 방해하는 것으로 나타났다. 셋째, 문화적 차이, 언어장벽, 그리고 비언어적 의사소통의 차이점에서 오는 오해들이 재미 한인들의 질병 관리를 부적절하게 만드는 것으로 나타났다. 넷째, 이민생활에서 오는 여러 어려움들 또한 재미 한인들의 질병관리를 어렵게 만드는 것으로 나타났으며, 다섯째. 사회적 지지의 부족 역시 재미 한인들의 적절한 질병관리를 힘들게 하는 것으로 나타났다. 마지막으로 적절한 간호 모델의 부재가 이들을 위한 적절한 간호의 제공을 어렵게 하고 있는 것으로 밝혀졌다. 이러한 결과에 근거를 두고 초기 이민 적응기에 있는 재미 한인들에게 적절한 간호를 제공하기 위한 몇 가지 제안들이 제시되었다. 첫째, 이민자들에게 적절한 간호가 제공되기 위해서도 문화적 배경을 고려해야 하겠다. 문화적으로 적절한 간호를 위해서 간호 제공자들은 자신들의 문화와 다른 간호 대상자의 문화도 존중해 주어야 하며, 문화적으로 결정되어진 건강 신념들과 질병 관리 행태도 생명을 위협하지 않는 한 존중해 주어야 할 것이다. 또한 간호제공자들은 자문화 중심적인 사고방식에서 벗어나야 하며, 간호 대상자들의 상황을 총괄적으로 이해하여야 하고 이민자들의 어려움에 대해 공감을 가지고 간호를 제공하여야 하겠다. 둘째, 간호 제공자들은 한방에 관한 지식을 가지고 한 의학 혼용으로 인한 위험으로부터 간호 대상자를 보호하여야 할 것이다. 셋째, 문화적 차이나 자민족 중심적 사고방식으로 인한 오해를 막기 위하여 간호 제공자들은 간호 대상자와 자주 상호 교류함으로써 배우는 자세로 간호 대상자를 대하여야 할 것이며, 자신의 자민족 중심적인 사고방식을 인지하고 언어적, 비언어적 의사소통의 문화 집단별 차이를 앎으로써 오해의 소지를 줄여야 할 것이다. 넷째, 적절한 간호의 제공을 위하여 의사소통을 위해 대화만을 직접 번역해 주는 통역자와는 달리 문화적 배경까지도 이해하고 해석해 주는 문화적 통역자의 도움을 밟아야 할 것이다. 다섯째, 한국문화는 가족 중심적 문화이므로 간호 대상자의 혈연관계를 이해하고 그에게 크게 영향을 주는 가족원을 간호 중재에 참여시킴으로써 치료 효과를 높여야 할 것이다. 마지막으로 효과적인 간호를 위하여 재미 한인을 위한 적절한 간호 모델을 개발함으로써 체계적인 간호의 방향을 제시할 수 있어야 할 것이다.

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The Method of Moral Education in the Age of Transhumanism (트랜스휴머니즘 시대의 도덕교육방안)

  • Choi, Yong-seong
    • Journal of Korean Philosophical Society
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    • v.146
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    • pp.271-307
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    • 2018
  • The purpose of this study is to elucidate on moral education's direction in the age of transhumanism. For transhumanism's moral education, I suggest a genetically modified plan, moral artificial intelligence method, and pharmacological method for moral bio-enhancement. I also suggest a plan for anti-transhumanism's moral education. Anti-transhumanism as a position in the ethical debate on human enhancement makes two main claims. One is a moral claim that human enhancement may disregard or violate something intrinsically valuable about human nature. The other is a political claim that human enhancement should be banned or severely restricted. In this article, I try to make a critical evaluation of transhumanism and anti-transhumanism. For this aim, I critically analyze the logic of both. Finally I argue that transhumanism's moral education has technological strengths and ethical weaknesses. But transhumanism's moral education can overcome the ethical weakness through human enhancement debate and real possibility. Anti-transhumanism's moral education needs to make significant influence through traditional education.