• Journal of the Korean Society for Railway
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• v.12 no.4
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• pp.443-449
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• 2009

This study propose a model for railway safety evaluation with which the safety of whole railway system can be evaluated. The evaluation model is to generate a safety index which quantitatively represent the degree of railway safety. Safety index is proposed a function of three indexes; an accident index, safety management index, and safety culture index. This paper describes the first result from the study on the safety target which will be a key starting point toward the development of safety evaluation model. It is recommended that the safety target be composed of several sub-targets that are apportioned to constituent components. It is coneluded that the classification of safety target influence on deciding components or attributes that constitute each sub-indexes; an accident index, safety management index, and safety culture index.

• Proceedings of the ESK Conference
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• 1997.10a
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• pp.179-185
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• 1997

작업장 뿐만 아니라 일상생활에서도 결코 무시될 수 없는 것이 레져활동으로 인한 소음이다. 최근 급격히 늘어가는 개인 휴대용 카세트(Personal Cassette Players: PCP)사용은 심각한 소음성난청 발생이 우려된다. 본 연구는 PCP사용에 관련된 여러 인자들이 청력손실과 어떻게 얼마나 관련이 있는가를 파악 하고 PCP를 일정시간 사용했을 때 오는 청력 손실을 정량적으로 파악, 분석하는데 근본 목적을 둔다. 정상 청력을 가진 피실험자 18명의 대학생들을 대상으로 정상 청취조건 그리고 배경소음(지하철)에 노출 중과 후의 사용환경과 소음원으로 Hard Music, Soft Music 및 Language/News를 고려하여 평균소음도와 최고 소음도를 측정하였다. 또한 현실적 상황을 고려한 2시간 정도의 PCP의 청취 전과 후의 청력변화를 측정하였다. 통계 분석 결과, 사용환경과 소음원에 대해 휴대용 카세트 청취 소음수준이 유의한 차이가 있었으며, 특히 Hard Music 청취시에는 95dB, 그리고 지하철 소음하에서는 92dB의 높은 (위험한) 청취수 준을 보였다. 최고소음수준의 경우 NIOSH기준을 초과하는 117dB 정도의 매우 위험한 수준까지 나타났다. 또한 2 시간 정도의 PCP소음에 노출 전 후의 청력손실이 주파수 대역에 걸쳐 유의하게 나타났으며, 특히, 가장 민감한 주파수 대역인 4000Hz에서 최고 7dB 정도의 청력 손실이 발생하였다. 본 연구 결과에 따라, PCP사용에 대한 청력보호대책안을 제시하고자 한다.

• Journal of the Korean Society of Surveying, Geodesy, Photogrammetry and Cartography
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• v.26 no.1
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• pp.27-39
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• 2008

Landslides cause enormous economic losses and casualties. Korea has mountainous regions and heavy slopes in most parts of the land and has consistently built new roads and large-scale housing complexes according to its industrial and urban growth. As a result, the damage from landslides becomes greater every year. In summer, landslides frequently occur due to local torrential rains and storms. It is critical to predict the potential areas of landslides in advance and to take preventive measures to minimize consequences and to protect property and human life. The previous study on landslides mostly focused on identifying the causes of landslides in the areas where they occurred, and on analyzing landslide vulnerability around the areas without considering rainfall conditions. Thus there were not enough evaluations of the direct risk of landslides to human life. In this study, potentially risky areas for landslides were identified using the GIS data in order to evaluate direct risk on farmlands, roads, and artificial structures that were closely connected to human life. A map of landslide risk was made taking into account rainfall conditions, and a land use map was also drawn with satellite images and digital maps. Both maps were used to identify potentially risky areas for landslides.

• Journal of Technology Innovation
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• v.30 no.1
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• pp.1-20
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• 2022

Digital transformation refers to the economic and social effects of digitisation and digitalisation. Although digital transformation acts as a useful tool for economic/social development and enhancing the convenience of life, it can have negative effects (misuse of personal information, ethical problems, deepening social gaps, etc.). The government is actively establishing policies to promote digital transformation to secure competitiveness and technological hegemony, however, understanding of digital transformation-related risk issues and implementing policies to prevent them are relatively slow. Thus, this study systematically identifies risk issues of the future society that can be caused by digital transformation based on quantitative analysis of media articles big data through the Embedded Topic Modeling method. Specifically, first, detailed issues of negative effects of digital transformation in major countries were identified. Then detailed issues of negative effects of artificial intelligence in major countries and Korea were identified. Further, by synthesizing the results, future direction of the government's digital transformation policies for responding the negative effects was proposed. The policy implications are as follows. First, since the negative effects of digital transformation does not only affect technological fields but also affect the overall society, such as national security, social issues, and fairness issues. Therefore, the government should not only promote the positive functions of digital transformation, but also prepare policies to counter the negative functions of digital transformation. Second, the detailed issues of future social risks of digital transformation appear differently depending on contexts, so the government should establish a policy to respond to the negative effects of digital transformation in consideration of the national and social context. Third, the government should set a major direction for responding negative effects of digital transformation to minimize confusion among stakeholders, and prepare effective policy measures.

• Journal of the Korean Institute of Gas
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• v.26 no.6
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• pp.52-58
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• 2022

According to the government's roadmap for revitalizing the hydrogen economy, various industries carry out projects using liquefied hydrogen as an energy source. However, safety standards necessary for operational demonstration projects are not prepared in Korea, thus, it is necessary to prepare safety standards as soon as possible. Therefore, in order to secure the safety of liquefied hydrogen instrumentation and handling facilities, it is necessary to prepare safety standards that comprehensively consider the risk of liquefied hydrogen. This study aims to prioritize safety standard items using ETA, FMEA, and AHP, which are risk assessment techniques, to present the feasibility of selecting safety standard items.

• The Korean Journal of Applied Statistics
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• v.36 no.2
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• pp.141-166
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• 2023

This paper investigates synthetic data generation methods and their evaluation measures. There have been increasing demands for releasing various types of data to the public for different purposes. At the same time, there are also unavoidable concerns about leaking critical or sensitive information. Many synthetic data generation methods have been proposed over the years in order to address these concerns and implemented in some countries, including Korea. The current study aims to introduce and compare three representative synthetic data generation approaches: Sequential regression, nonparametric Bayesian multiple imputations, and deep generative models. Several evaluation metrics that measure the utility and disclosure risk of synthetic data are also reviewed. We provide empirical comparisons of the three synthetic data generation approaches with respect to various evaluation measures. The findings of this work will help practitioners to have a better understanding of the advantages and disadvantages of those synthetic data methods.

• Journal of Korean Society of Disaster and Security
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• v.16 no.1
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• pp.71-80
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• 2023

Fuel cells are low-carbon power sources that can expand distributed energy system and electric vehicle charging infrastructure when installing fuel cells in gas stations. In order to ensure safety for fuel cells in gas stations, quantitative risk assessments were conducted after deriving accident scenarios based on accident data of domestic and foreign gas stations and fuel cells. It calculates the expected extent of damage from fire and explosion that can occur in reality, not the worst accident scenario, and analyzes the damage impact. The separation distance of more than 9.0 m from a dispenser, 15.5 m from a car under refueling, 4.1 m from the ventilation pipe, 1.1 m from the gas adjustment device prevent the severe damage caused by the expected accident. This study result can be used to deploy fuel cells in gas stations and establish safety measures.

• Journal of the Korean Orthopaedic Association
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• v.54 no.3
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• pp.237-243
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• 2019

Purpose: To analyze the risk factors for posterior migration of a single cage after transforminal lumbar interbody fusion (TLIF). Materials and Methods: This study was conducted retrospectively on 48 patients (60 discs) who were followed-up for 1 year after TLIF from January 2015 to January 2017. The patients were divided into two groups: group 1 containing 16 patients (17 discs) with cage migration and group 2 containing 32 patients (43 discs) without it. Information related to cage migration, such as the demographic factors, shape of disc, level and location of the cage inserted, and disc height change, was acquired from the medical records and radiologic images, and the possibility for generating posterior migration of cage was evaluated statistically. Results: The demographic factors and cage-inserted level were similar in the two groups (16 patients in group 1, 32 patients in group 2). In the migration group, number of patients with a pear-type disc, 9 patients, was significantly larger; the disc height change, 1.8 mm, was significantly smaller; and the cage was located frequently on non-center in the anteriorposterior view and center in the lateral view in 9 and 15 out of 16 patients, respectively. Conclusion: A pear-type disc shape, small disc height change, cage with non-center on the anteriorposterior view and non-anterior on the lateral view are the risk factors for posterior migration. These factors are important for preventing posterior migration of the cage.

• Proceedings of the KAIS Fall Conference
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• 2011.05b
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• pp.736-739
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• 2011

이 연구는 스스로 건강상태를 올바르게 인식하고 있는지 알아보고 건강상태 인식 유형에 따른 건강행동과의 관계를 살펴봄으로 건강수준의 향상과 더불어 건강한 노후를 맞이할 수 있도록 하고자 하였다. 2008년 1월부터 12월까지 실시된 국민건강영양조사 제4기 2차년도(2008) 자료원을 사용하였으며, 200개 조사구 약 4600가구의 만1세 이상 9,744명중 만19세 미만을 제외하고 건강설문 및 검진조사에 참여한 4,688 명을 최종대상자로 분석하였다. 자료는 SPSS 18.0을 이용하여 성별에 따른 인구사회학적 특성, 건강상태 인식 유형별 분포, 주관적 건강상태에 따른 객관적 건강상태와 일반적특성 및 건강행동을 교차분석관적 시에 카이제곱검정을 하였으며, 단변량 분석에서 의미 있는 변수들을 독립변수로 하고 올바른 인식군과 그릇된 인식군으로 나눈 건강상태인식유형을 종속변수로 하여 로지스틱회귀분석을 실시하였다. 이 연구의 주요 결과를 요약하면 다음과 같다. 주관적 건강상태에 따라 실제 객관적인 건강상태를 살펴본 결과, 건강상태를 과대평가하는 사람의 비율이 가장 높았으며, 건강상태를 올바르게 인식하는 사람보다 그릇되게 인식하는 사람이 더 많았다. 2. 주관적 건강상태를 좋음으로 인식하는 군에서 객관적 건강상태는 여자보다 남자가 건강을 과대평가하였고, 연령이 증가할수록, 읍/면지역에서, 결혼상태는 별거 사별 이혼상태에서, 교육수준은 낮아질수록 건강을 그릇되게 인식하여 과대평가하였다. 3. 주관적 건강상태를 나쁨으로 인식하는 군에서 객관적 건강상태는 연령이 낮아질수록 건강을 과소평가하는 경향이었고, 읍/면지역보다 동지역에서, 미혼일 경우, 교육수준은 높아질수록 건강상태를 그릇되게 인식하여 과소평가하였다. 4. 건강상태 인식 유형별로 건강행동을 살펴본 결과 주관적 건강상태를 좋음으로 인식하는 군에서는 체중조절, 월간음주, 우울증상경험, 건강검진에서 유의한 결과를 나타냈고, 주관적 건강상태를 나쁨으로 인식하는 군에서는 현재흡연과 월간음주에서 유의한 결과를 나타내었다. 5. 주관적 건강상태를 좋음으로 인식한 군에서 객관적 건강상태를 종속변수로한 로지스틱회귀분석결과를 살펴보면, 건강을 과대평가하는 그릇된 인식군으로 될 위험도가 남자보다 여자에서 감소하였고, 70대에 비하여 연령이 낮아질수록 위험도가 감소하였으며, 미혼에 비하여 기혼, 별거 사별 이혼에서 위험도가 증가하였고, 체중조절을 하는 사람이 체중조절을 하지 않은 사람보다 위험도가 높았다. 6. 주관적 건강상태를 나쁨으로 인식한 군에서 객관적 건강상태를 종속변수로한 로지스틱 회귀분석결과를 살펴보면, 연령을 제외한 모든 변수에서 통계적으로 유의하지 않았다.

• Journal of Korean Tunnelling and Underground Space Association
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• v.24 no.6
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• pp.659-677
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• 2022

Hydrogen is emerging as a next-generation energy source and development and supply of FCEV (hydrogen fuel cell electric vehicle) is expected to occur rapidly. Accordingly, measures to respond to hydrogen car accidents are required and researches on the safety of hydrogen cars are being actively conducted. In this study, In this study, we developed a hydrogen car accident scenarios suitable for domestic conditions for the safety evaluation of hydrogen car in road tunnels through analysis of existing experiments and research data and analyzed and presented the hazard distance according to the accident results of the hydrogen car accident scenarios. The accident results according to the hydrogen car accident scenario were classified into minor accidents, general fires, jet flames and explosions. The probability of occurrence of each accident results are predicted to be 93.06%, 1.83%, 2.25%, and 2.31%. In the case of applying the hydrogen tank specifications of FCEV developed in Korea, the hazard distance for explosion pressure (based on 16.5 kPa) is about 17.6 m, about 6 m for jet fire, up to 35 m for fireball in road tunnel with a standard cross section (72 m²).