• International Journal of Knowledge Content Development & Technology
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• 제7권1호
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• pp.101-120
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• 2017

Healthcare professionals have edited many health questions (HQs) and their answers for healthcare consumers on the Internet. The HQs provide both readable and reliable health information, and hence retrieval of those HQs that are relevant to a given question is essential for health education and promotion through the Internet. However, retrieval of relevant HQs needs to be based on the recognition of the intention of each HQ, which is difficult to be done by predefining syntactic and semantic rules. We thus model the intention recognition problem as a text classification problem, and develop two techniques to improve a learning-based text classifier for the problem. The two techniques improve the classifier by location-based and area-based feature weightings, respectively. Experimental results show that, the two techniques can work together to significantly improve a Support Vector Machine classifier in both the recognition of HQ intentions and the retrieval of relevant HQs.

• 한국학교보건학회지
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• 제35권3호
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• pp.84-91
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• 2022

Purpose: This study aimed to identify the problems and improvement areas by reviewing the laws related to kindergarden healthcare workers. Methods: The laws were searched at the Korean law information center (https://www.law.go.kr/). We reviewed the 「Early Childhood Education Act」, 「School Health Act」, 「Medical Service Act」, 「Elementary and Secondary Education Act」and their enforcement decrees and rules. Results: The legal role of health teachers as school healthcare professionals was comprehensively specified by the 「School Health Act. However, the qualifications for and roles of health teachers were not fully described in 「Early Childhood Education Act], indicating a unclear legal basis for the qualifications for and roles of kindergarten health teachers. To support healthcare workers in kindergartens, it is necessary to amend the 「Early Childhood Education Act」 that provides the guidelines for qualifications for kindergarten health teachers in elementary, secondary, and special schools who have completed necessary continuing education. A health hub kindergarten could be a step-by-step option for all kindergartens to have healthcare workers. Conclusion: This review demonstrated the importance of amending the laws on kindergarten health teachers and health hub kindergartens for child health and safety. These findings could be used to support policies related to kindergarten healthcare workers.

• 한국융합학회논문지
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• 제9권10호
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• pp.75-80
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• 2018

본 논문에서는 헬스 빅데이터 플랫폼에서 이기종 라이프로그 마이닝 모델을 제안한다. 이는 사용자의 라이프 로그를 실시간으로 수집하고 헬스케어 서비스를 제공하기 위한 온톨로지 기반의 마이닝 모델이다. 제안하는 방법은 이기종 라이프 로그 데이터를 분산처리하고, 클라우드 컴퓨팅 환경에서 실시간으로 처리한다. 이를 이기종 온톨로지를 기반으로 구성한 환경에 적합하도록 상위 온톨로지 방식으로 지식베이스를 재구성한다. 재구성한 지식베이스는 Jena 4.0 추론엔진을 이용해 추론 규칙들을 생성하고, 규칙 기반 추론 방법으로 실시간 헬스 서비스를 제공한다. 라이프로그 마이닝을 숨겨진 관계에 대한 분석과 시계열적 생체신호에 대한 예측모델을 구성한다. 이는 관계나 추론규칙에서 포함되지 않은 음의 상관관계나 양의 상관관계를 탐색하여 사용자의 생체신호에 대한 변화를 감지하고 예방 의료 서비스를 현실화하는 실시간 헬스케어 서비스가 가능하다. 성능 평가는 제안한 이기종 라이프로그 마이닝 모델 방법이 정확도에서 0.734, 재현율에서 0.752로 다른 모델에 비해 우수하게 나타난다.

• Asian Pacific Journal of Cancer Prevention
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• 제17권1호
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• pp.139-145
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• 2016

Environmental tobacco smoke (ETS) is a major public health problem for all ages. Despite the high prevalence of smoking among the Saudi population, there is limited information about levels of urinary cotinine in Saudi children exposed to SHS. The aim of the study was to assess the exposure of schoolchildren to ETS, and measure their urinary cotinine levels. Multistage cluster sampling was carried out, where schoolchildren from 4 schools were randomly chosen from primary schools in Taif city. A questionnaire including questions on SHS exposure and smoking rules in the residence were sent to students parents/guardians. Urine samples were taken and analyzed for total cotinine using chemiluminescent immunoassay. Of the studied children, 38.4% had a smoking father, 61.8%, 41.2% and 49.3% of them were exposed to ETS indoors, outdoors and both indoors and outdoors respectively. The mean urinary cotinine was significantly higher among children exposed to ETS compared to unexposed children. Urinary cotinine levels in children with both indoor and outdoor exposure was significantly higher compared with its level in children with single exposure. A significant positive correlation was found between urinary cotinine concentrations and the number of cigarette packs smoked by parents, and the number of smokers in the residence. The mean urinary cotinine level was significantly higher in children who reported no smoking rules at the residence.. The study revealed a high exposure of Saudi children to ETS. An antismoking media awareness campaign on the harmful effects of ETS should be carried out, in addition to family counseling programs targeted to parents to protect their children from ETS.

• 대한지역사회영양학회지
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• 제5권2호
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• pp.343-351
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• 2000

The Korean government enacted the National Health Promotion Act in January, 1995 and proclaimed its regulations and rules in September 1995, which became the basis of the national health policy. The health promotion programs consist of education for health, prevention of diseases, improvement of nutrition, and practice of healthy life style as defined in that Act. The Community Health Act was amended in 1995, which included implementing nutrition services in community health centers. The purpose of this report is to summerize the nutrition services conducted in 32 community health centers. the main nutritional activities were as follows : 1) nutritional guidance by counseling and education for pregnant or lactating women, infants, preschool children, and those with chronic diseases, 2) collection, analysis, and interpretation of data collected from the community, on background conditions and target population for the assessment of community needs, 3) evaluation of nutritional status of population in the community 4) nutritional guidance for mass feeding in different institution including schools and welfare institutions. In order to meet the government's expectations and desires, the community health centers have made continuous efforts to put nutritional activities into practice in the community. However, there are constraints, such as relative staff shortages, lack of funds, and information which hampers the nutritional activities.

• 환경영향평가
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• 제4권2호
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• pp.29-37
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• 1995

The national park should be preserved in accordance with the regulation, but the development planning or facilities management planning has not been faithful to the spirits of the regulation. Recently natural environment has been radically changed, and especially damaged by large scale development of Service Facilities Zone. Thus the effective land use planning of the national park is required. Therefore, the purpose of this study is to propose the alternative site for The Second Service Facilities Zone in Mt. Kyeryong National Park using the GIS, and to compare the alternative site with the existing development site. Site selection was based on Rules of Combination which covers topographic analysis, viewshod analysis, distance analysis from hot spring well, land use analysis, and forest stand analysis.

• 한국산업보건학회지
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• 제33권1호
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• pp.12-18
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• 2023

Objectives: Personal protective equipment (PPE) is an essential means for protecting workers against hazardous agents or risks that threaten their safety and health. Governmental organizations related to safety and health in the workplace regulate the PPE rules to protect workers and to minimize damage from hazardous agents. This study discussed current PPE rules overseen by the Korea Ministry of Environment and explores future perspectives on the matter. Methods: This study was based on a review of PPE regulations with which every stakeholder should comply in the workplace. Both South Korean regulations enforced by the Ministry of Employment and Labor and the Ministry of Environment and cases from other countries were reviewed. Results: Regulations related to the PPE required for handling chemical substances in the workplace are enforced by the Occupational Safety and Health Act, Enforcement Decree, Enforcement Rules, and Notification of Protective Equipment Certification under the Ministry of Employment and Labor. The Ministry of Environment also regulates the PPE standards for 97 substances requiring preparation for accidents and adjustment of work conditions, but a recent amendment (partially amended on September 30, 2022) loosened some unreasonable or excessive provisions. It requires workers simply to carry or otherwise keep PPE handy instead of wearing it for some tasks in which hazardous chemicals are not handled directly. Conclusions: It is important to regularly review provisions that need to be improved or supplemented to help all stakeholders. Considerations should be also made to build a reasonable regulatory system that can induce more mature safety management in each workplace.

• 한국컴퓨터정보학회논문지
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• 제18권9호
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• pp.177-187
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• 2013

연관 규칙 탐사는 다양한 분야에서 널리 쓰이는 데이터 마이닝 기법으로 트랜잭션 데이터에 포함된 이산적인 항목들 간의 인과관계를 추출하는데 목적을 둔다. 하지만 분석자들은 때로 방대한 양의 데이터에서 추출된 많은 연관규칙들을 해석하고 활용하는데 곤란을 겪기도 한다. 이러한 문제점을 해결하기 위하여 본 논문에서는 주어진 트랜잭션 데이터에서 유용한연관 규칙을 탐색하기 위한 새로운 방법인 HTM 접근법을 제안하고자 한다. HTM 접근법은 크게 계층 군집, 테이블 뷰 및 모자이크 플롯의 세 가지 단계로 구성되며, 각 단계는 분석자들에게 적절한 시각적 표현을 제공한다. 예시를 위해 본 논문에서는 상기 접근법을 건강 검진 결과 데이터 분석에 적용하였으며, 실험결과 HTM 접근법을 통해 분석자들은 유용한 규칙들을 보다 효과적으로 탐색할 수 있을 것으로 기대된다.

• 디지털융복합연구
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• 제16권11호
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• pp.363-372
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• 2018

본 연구의 목적은 대사증후군이 당뇨병으로 확대되는 것을 방지하는데 이용할 수 있는 구체적인 분류 규칙을 도출하는 것이다. 좀 더 구체적으로 말하면, 대사증후군을 앓고 있는 사람들을 당뇨병이 없는 사람 (class 0)과 당뇨병이 있는 사람(class 1)으로 구별해 내는 분류하는 규칙을 찾는 것이다. 본 연구는 국민건강영양조사 데이터를 수집하여 데이터 전처리 과정들을 거친 후 의사결정나무를 구축하였다. 생성된 의사결정나무로부터 유용한 5개의 분류 규칙을 도출하였는데, 이들의 평균 분류 정확도는 75.8%이었다. 또한, 생성된 의사결정나무로부터 고혈압 여부와 허리둘레가 class 0 그룹과 class 1 그룹으로 분류하는데 있어서 중요한 요인임을 알 수 있었다. 이번 연구 결과는 의사들이 향후 대사증후군 환자가 당뇨환자가 되지 않도록 치료하는데 좋은 지침이 될 것으로 기대된다.

• 한국융합학회논문지
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• 제10권9호
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• pp.11-16
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• 2019

사람들은 바쁜 현대사회 속에서 시간적 제재를 받고 있다. 이에 따라 사람들은 건강에 나쁜 영향을 미치는 간편한 인스턴트 식품을 섭취하고 간단한 운동조차하기 어려운 상황에 놓여있다. 또한 불필요한 정보과부화 현상으로 인해 개인의 특성에 적합하고 정확한 추론을 하는 것에 대한 중요성이 커지고 있다. 따라서 본 논문에서는 다중상황의 군집분석과 연관규칙을 이용한 지식추론 모델을 제안한다. 제안하는 방법은 상황정보에 따른 군집을 기반으로 연관규칙을 생성함으로써 사용자들에게 개인화된 헬스케어 방법을 제공한다. 이를 통해 각 질병에 대한 위험도를 추론함으로써 해당 질병에 대한 발병률을 낮출 수 있다. 또한 성능 평가를 통해 제안하는 모델이 비교 모델보다 수치상으로 F-measure 값이 0.027 더 높게 나타나며, 비교 모델 보다 우수하게 평가된다.