• 정보보호학회논문지
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• 제30권5호
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• pp.957-966
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• 2020

최근 산업기밀보호센터의 통계에 의하면 국내 기밀유출 사고의 경우 전·현직 직원에 의해 기업기밀유출의 약 80%를 차지하고 이러한 내부자에 의한 정보유출 사고의 대다수가 허술한 보안 관리체계와 정보유출 탐지기술의 이유로 발생하고 있다. 내부자의 기밀유출을 차단하는 업무는 기업보안 부문에서 매우 중요한 문제이지만 기존의 많은 연구들은 내부자에 의한 유출위협보다는 외부 위협에 의한 침입에 대응하는데 초점이 맞추어져 있다. 따라서 본 논문에서는 기업 내에서 발생하는 다양한 비정상 행위를 효과적이고 효율적으로 탐지하기 위해 내부정보 유출 시나리오를 설계하고 시나리오에서 도출 된 유출 징후의 핵심 위험지표를 데이터 분석(Data analytics)함 으로써 정교하지만 신속하게 유출행위를 탐지하는 모형을 제시하고자 한다.

• Safety and Health at Work
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• 제10권2호
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• pp.224-228
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• 2019

Background: European policymakers encourage individuals to become self-employed because it is a way to promote innovation and job creation. It can be assumed that health and well-being among the self-employed and managers in small-scale enterprises are particularly crucial in this enterprise group because the smallness of the enterprise makes its members vulnerable. Earlier studies have indicated that the self-employed have a high working pace and work for long and irregular hours, indicating that it can be difficult to stay at home because of sickness. The purpose of this study is to investigate the occurrence of sickness presenteeism among the self-employed in relation to the organizationally employed and to analyze whether any differences can be explained by higher work demands among the self-employed. Methods: The study is based on the fifth European survey on working conditions (2010) and includes the northwestern European countries in the survey. The questions cover a wide range of topics designed to meet the European Union's political needs. The main variables in this study are sickness presenteeism and several indicators of time demands. Results: The results show that the self-employed report a higher level of sickness presenteeism than the employed: 52.4 versus 43.6%. All indicators of time demands are significantly related to the risk for sickness presenteeism, also when controlling for background characteristics. Conclusion: The results confirm that the level of sickness presenteeism is higher among the self-employed and that high time demands are a major explanation to this.

• 가정∙방문간호학회지
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• 제26권2호
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• pp.210-218
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• 2019

Purpose: The purpose of this study was to identify the nutritional status of elderly individuals according to their household types and to investigate the predictors of their nutritional status. Methods: This study, which was a descriptive research study, involved physical measurements, surveys, and biochemical tests in 87 elderly individuals living in the community. Using SPSS/Win 24.0, logistic regression analysis was performed to identify the general characteristics, blood pressure, body mass index (BMI), mini nutritional assessment (MNA) score, and biochemical indicators in elderly individuals according to the household type. Results: Elderly individuals living with family members had higher MNA scores than those of elderly individuals living alone, while showing lower levels of systolic blood pressure and fasting blood sugar. The results of the logistic regression analysis showed that the risk factors were MNA scores (odds ratio (OR)=1.81, 95% confidence interval (CI)=1.36-2.42), systolic blood pressure (OR=0.96, 95% CI=0.92-1.00), and fasting blood glucose (OR=0.94, 95% CI=0.90-0.99). Conclusion: It was confirmed that elderly individuals living alone need differentiated nutrition intervention, since the results showed that they had lower nutritional levels and improper nutritional management than that in elderly individuals living with family members.

• 한국융합학회논문지
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• 제10권9호
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• pp.99-110
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• 2019

본 연구는 제 5기 국민건강영양조사(2010~2012) 결과를 바탕으로 폐경여성의 대사증후군 지표에 따른 영양소 섭취를 비교 조사하였다. 조기폐경 여성 214명과 일반폐경 여성 2,545명을 분류하였으며, 폐경여성의 영양섭취에서 비만인 경우 레티놀 섭취와의 연관을 나타내고 있음을 확인하였고, 당뇨인 경우 리보플라빈 섭취량에 있어서 유의함을 확인하였다. 본 연구 결과 폐경여성에서 레티놀과 리보플라빈, 조섬유, 칼슘 및 나트륨 등의 미량영양소가 대사증후군 위험과 관련성이 있음을 보였는데, 추후 대규모 전향적 연구가 실시되어 각 영양소 섭취량과 폐경 후 대사증후군의 인과관계를 더욱 명확히 규명할 필요가 있을 것이라 사료된다.

• 한국환경보건학회지
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• 제46권6호
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• pp.726-734
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• 2020

Objectives: The aim of this study was to analyze and classify the characteristics of potential damage from hazardous chemical accidents in 229 administrative units in South Korea by reflecting the social and environmental characteristics of areas where chemical accidents can occur. Methods: A number of indicators were selected through preceding studies. Factor analysis was performed on selected indicators to derive factors, and cluster analysis was performed based on the factor scores. Results: As a result of the cluster analysis, 229 administrative units were divided into three clusters, and it was confirmed that each cluster had its own characteristics. Conclusions: The first cluster, "areas at risk of accident occurrence and spread of damage" was a type with a high potential for accident damage and a high density of hazardous facilities. The second cluster, "Urban infrastructure damage hazard areas" appeared to be a cluster with high urban development characteristics. Finally, the third cluster 'Urban and environmental damage hazard areas' appeared to be a cluster with an excellent natural environment. This study went further from the qualitative discussion related to existing chemical accidents to identify and respond to accident damage by reflecting the social and environmental characteristics of the region. Distinct from the previous studies related to the causes of accidents and the response system, it is meaningful to conduct empirical research focusing on the affected areas by analyzing the possibility of accident damage in reflection of the social and environmental characteristics of the community.

• 치위생과학회지
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• 제21권2호
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• pp.127-132
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• 2021

Background: Obesity and dental caries have common risk factors such as food intake, eating habits, and lifestyle. Nevertheless, there has been no consensus on the significant association between obesity and dental caries, and additional studies are needed. We investigated the relationship between obesity and dental caries in some college students in this pilot study. Methods: Forty-two obese college students (body mass index [BMI]≥25) registered at a University Obesity Clinic and 19 normal students (18.5≤BMI<25) were recruited. Oral examinations were conducted, and anthropometric data and blood samples were collected. The blood concentrations of low-density lipoprotein (LDL), high-density lipoprotein, and triglyceride were also measured. After controlling for dental plaque index, a univariate analysis of dental caries indicators related to obesity was performed; partial correlation analysis was also conducted. A nonparametric test was used for the analysis of gender-related trends due to the limited number of participants. Results: The obese group had significantly fewer missing teeth (p=0.014), missing surfaces (p=0.035), filled surfaces (p=0.038), and decayed-missing-filled surfaces (p=0.020) than the normal group. There was no difference between the males in the normal and obese groups. The females in the obese group had significantly fewer missing teeth (p=0.003), missing surfaces (p=0.003), and decayed-missing-filled surfaces (p=0.046). Partial correlation analysis showed a weak negative correlation (r=-0.256) between the blood LDL concentration and decayed-missing-filled teeth. The other obesity and dental caries indicators were not correlated. Conclusion:The blood cholesterol concentration had a negative relationship with dental caries, and there were fewer cases of dental caries in the obese group in this study. However, it is important to clarify the relationship between obesity and dental caries through a dietary survey or additional investigations considering other confounding factors.

• 한국융합학회논문지
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• 제12권5호
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• pp.385-392
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• 2021

본 연구는 대사증후군을 진단받은 대상자가 가지고 있는 진단지표와 건강행위간의 관련성을 파악함으로써 대사증후군 예방과 증진을 위한 근거자료를 제공하기 위해 시행되었다. 연구대상은 2017년 7월부터 2018년 7월까지 대전 지역 1개 대학병원과 4개의 보건소에 방문한 성인 633명이었으며, 분석방법은 SPSS/WIN 22.0 program으로 독립 t-test, ANOVA, Scheffe test, Pearson's Correlation 을 실시하였다. 연구결과 본 연구의 대상자는 연령, 종교유무, 교육수준, 진단지표의 수에 따라 건강행위의 차이를 보였다. 고혈당을 기준으로 대사증후군 유형을 구분했을 때, 진단유형에 따라 건강행위 중 스트레스 관리에 차이를 보였고, 고혈당이 있는 그룹에서 고지질혈증이 건강행위와 통계적으로 유의한 상관관계가 있는 것으로 나타났다. 따라서 대사증후군 증진을 위해 건강중재프로그램을 제공할 때 이러한 요인들을 고려하여 중재프로그램을 제공하는 것이 필요하다.

• 산업과 과학
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• 제2권1호
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• pp.21-38
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• 2023

본 논문에서는 주식 시장의 기술적 분석의 기본에 대해 제시하였다. 소매 투자자나 거래자는 다양한 정보원으로부터 나오는 외부 정보를 얻을 수 있는 수단이 제한적이다. 일반적으로 기술적 분석에는 캔들 차트가 주로 활용된다. 인도의 대부분의 브로커는 차트 솔루션도 제공하고 있다. 보안이나 원자재 또는 Forex의 가격 변동을 분석해 보면 일반적인 주가 변동 패턴을 예측 할 수 있다. 주가는 특정 수준에서 반영되며 지지 및 저항 수준으로 널리 알려져 있다. 유가 증권의 가격에 발생하는 모든 일이 과거 언젠가 이미 진행된 패턴 또는 주기의 일부로 간주되기 때문에 이러한 연구는 영리한 애널리스트가 특정 확률로 가격의 미래 변동을 예측하는 데 도움을 줄 수 있다. 캔들스틱의 패턴, 가격 변동, 거래량 및 지표에 대한 연구는 가능한 목표 및 손절매로 높은 확률의 거래를 할 수 있는 기회를 제공한다. 본 연구 결과를 활용하여 트레이더나 투자자는 확률이 높은 거래나 조건을 취하고 투자 손실을 통제할 수 있게 된다.

• 한국수자원학회:학술대회논문집
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• 한국수자원학회 2021년도 학술발표회
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• pp.143-143
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• 2021

Climate change indicators, mainly frequent drought which has happened since the drought of 1994, 1995, and 2012 causing the devastating effect to the agricultural sector, and could be more disruptive given the context of climate change indicators by increasing the temperature and more variable and extreme precipitation. Changes in frequency, duration, and severity of droughts will have enormous impacts on agriculture production and water management. Since both the possibility of drought manifestation and substantial yield losses, we are propositioning an integrated method for evaluating past and future agriculture drought hazards that depend on models' simulations in the Hung-up watershed. to discuss the question of how climate change might influence the impact of extreme agriculture drought by assessing the potential changes in temporal trends of agriculture drought. we will calculate the temporal trends of future drought through drought indices Standardized Precipitation Evapotranspiration Index, Standardized Precipitation Index, and Palmer drought severity index by using observed data of (1991-2020) from Wonju meteorological station and projected climate change scenarios (2021-2100) of the Representative Concentration Pathways models (RCPs). expected results confirmed the frequency of extreme agricultural drought in the future projected to increase under all studied RCPs. at present 100 years drought is anticipated to happen since the result showing under RCP2.6 will occur every 24 years, RCP4.5 every 17 years, and RCPs8.5 every 7 years, and it would be double in the largest warming scenarios. On another side, the result shows unsupportable water management, could cause devastating consequences in both food production and water supply in extreme events. Because significant increases in the drought magnitude and severity like to be initiate at different time scales for each drought indicator. Based on the expected result that the evaluating the impacts of extreme agricultural droughts and recession could be used for the development of proactive drought risk management, policies for future water balance, prioritize sustainable strengthening and mitigation strategies.

• 한국빅데이터학회지
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• 제7권1호
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• pp.89-97
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• 2022

선박 충돌 사고는 경제적 손실, 인명피해 등 다양한 부정적 상황을 초래할 수 있기 때문에 사고를 예방하기 위한 다각적인 노력이 필요하다. 따라서 사고 예방을 위한 연구가 활발히 이루어고 있으며, 본 연구에서는 선박 충돌 사고 예방을 위한 새로운 선행 지표를 제안한다. 기존 연구에서는 특정 해역에서 선박들간의 거리를 고려하여 충돌위험을 표현하였지만 이를 다른 해역에 적용하기 위해서는 모델을 새로 개발해야하는 단점이 존재한다. 본 연구에서는 선박 운항 정보인 AIS(Automatic Identification System) 데이터를 활용하여 해역의 환경과 운항의 특징을 포함한 밀도기반 선박 도메인 DESD(Density based Empirical Ship Domain)을 정의하였다. 각 해역별로 만들어진 2차원의 DESD를 대상으로 Deep Clustering을 적용하여 유사한 운항 환경을 가진 해역들을 군집화 한다. 군집화된 해역과 선박 충돌 사고의 연관성 분석을 통해 해역의 특징별로 사고의 발생여부가 달라짐을 통계적으로 검정하여 DESD가 사고의 선행 지표로서 활용될 수 있음을 증명하였다.