• International Journal of Computer Science & Network Security
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• 제21권3호
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• pp.257-265
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• 2021

Modern methods of regulating migration processes in EU states include a wide variety of adapted, transformed under the sway of globalization tools in order to influence the movement of human capital within the European space. The main purpose of the regulatory policy on migration flows is the redistribution of professionally competent professionals between different spheres of life. Herewith, the determining factor in the effectiveness of such distribution is a rational combination of stimulating and disincentive levers of influence on the movement of citizens of different EU countries and taking into account the motives of such mobility. Modernization of migration management approaches can be a major economic, social, political and cultural progress of European countries. The purpose of the research is to conduct a detailed analysis of existing practices of migration flow management, in particular their stimulation or containment, and to outline key migration trends formed under the influence of multicomponent approaches to migration regulation, transformation of regulatory legislation and changing priorities of modern society. The research methods: statistical-analytical method; ARIS method; method of tabular, graphical and analytical modeling; comparative analysis; systematization, generalization. Results. Current pan-European methods of regulating migration processes are insufficiently adapted to the multinational socialeconomic space; consequently, there are some disparities in the distribution of migrants between EU countries, although the overall dynamics of migration is positive. Fluctuations in the population of European countries during 2000-2019 and trends in the transformation of social-economic space confirm the insufficient level of influence of current methods of regulating migration flows. Along with this, the presence of a characteristic asymmetry in the distribution of migrants requires a greater focus on the modernization of regulatory instruments, in particular, the regulatory mechanism for managing migration processes. As a result of the conducted study, further prospects for the implementation of alternative methods of regulating migration processes in EU states have been outlined; the current and projected limits for increasing the level of observance of migrants' rights at the European level have been clarified through the adoption of appropriate regulatory acts; effective solutions for intensifying the influx of high-quality labor resources from different countries to EU have been identified. The research results can be used to study methods of regulating migration processes in the countries in the global dimension.

• 지능정보연구
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• 제20권1호
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• pp.35-48
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• 2014

2013년 건설 경기 전망 보고서에 따르면 주택건설경기 침체 상황의 지속으로 건설 기업의 유동성 위기가 지속될 것으로 전망된다. 건설업은 파산으로 인한 사회적 파급효과가 다른 산업에 비해 큰 편이지만, 업종의 특성상 다른 산업과는 상이한 자본구조와 부채비율, 현금흐름을 가지고 있어서 기업의 파산 예측이 더 어려운 측면이 있다. 건설업은 레버리지가 큰 산업으로 부채비율이 매우 높은 업종이며 현금흐름이 프로젝트 후반부에 집중되는 특성이 있다. 그리고 경기사이클에 따른 부침이 매우 심하여 경기하강국면에선 파산이 급증하는 양상을 보인다. 건설업이 레버리지 산업인 이상 건설업체의 파산율 증가는 여신을 공여한 은행에 큰 부담으로 작용한다. 그럼에도 그간의 파산예측모델이 주로 금융기관에 집중되어 왔고 건설업종에 특화된 연구는 드물었다. 기업의 재무 자료를 바탕으로 한 파산 예측 모델에 대한 연구는 오래 전부터 다양하게 진행되었다. 하지만, 일반적인 기업 전체를 대상으로 하는 모델이기 때문에, 건설 기업과 같이 유동성이 큰 기업의 예측에는 적절하지 못할 수 있다. 건설 산업은 오랜 사업 기간과 대규모 투자, 그리고 투자금 회수가 오래 걸리는 특징을 갖는 자본 집약 산업이다. 이로 인해 다른 산업과는 상이한 자본 구조를 갖기 마련이고, 다른 산업의 기업 재무 위험도를 판단하는 기준과 동일한 적용이 곤란할 수 있다. 최근에는 기계 학습을 바탕으로 한 기업 파산 예측 연구가 활발하다. 기계 학습의 대표적 응용 분야인 패턴 인식을 기업의 파산 예측에 응용한 것이다. 기업의 재무 정보를 바탕으로 패턴을 작성하고 이 패턴이 파산 위험 군에 속하는지 안전한 군에 속하는지 판단하는 것이다. 전통적인 Z-Score와 기계 학습을 이용한 파산 예측과 같은 기존 연구들은 특정 산업 분야가 아닌 일반적인 기업을 대상으로 하기 때문에 기업들의 특성을 전혀 고려하고 있지 못하다. 본 논문에서는 건설 기업을 규모에 따라 각 기법들의 예측 능력을 비교하여 적응형 부스팅이 가장 우수함을 확인하였다. 본 논문은 건설 기업을 자본금 규모에 따라 세 등급으로 분류하고 각각에 대해 적응형 부스팅의 예측력을 분석하였다. 실험 결과 적응형 부스팅이 다른 기법에 비해 예측 결과가 좋았고, 특히 자본금 규모가 500억 이상인 기업의 경우 아주 우수한 결과를 보였다.

• 한국정보통신학회논문지
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• 제15권11호
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• pp.2359-2364
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• 2011

전자상거래는 판매자와 구매자간 인터넷으로 거래가 이루어지는 형태이다. 전자상거래를 기반으로 현대 정보기술 및 네트워크 기술, 금융 전자 수집, 관리, 정보 기술, 비즈니스 및 전체 무역 정보 네트워크가 용합되어지고 있다. 무역 활동의 과정가운데 전자화, 네트워킹 및 디지털화로 물류, 자금 및 정보류 등 새로운 무역이 출현되고 있다. 오늘날 전자상거래는 경제 구조를 변경하고 있으며, 21세기의 경제 발전의 중요한 추진력이 되고 있다. 이에 본 연구에서는 온라인 쇼핑물의 차별화된 특징을 분석하고 구축함으로써 고객 구매력 증진을 목표로 한다. 이를 위해 업무 프로세스의 차별화된 기획 및 구현된 여성사이트 개발에 필요한 과정을 중심으로 의류 사이트를 중심으로 전자상거래 구축, 작용에 관해 기술하였다.

• 제어로봇시스템학회:학술대회논문집
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• 제어로봇시스템학회 2004년도 ICCAS
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• pp.1859-1864
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• 2004

An effective methodology is reported for the optimal design of multisite batch production/transportation and storage networks under uncertain demand forecasting. We assume that any given storage unit can store one material type which can be purchased from suppliers, internally produced, internally consumed, transported to or from other plant sites and/or sold to customers. We further assume that a storage unit is connected to all processing and transportation stages that consume/produce or move the material to which that storage unit is dedicated. Each processing stage transforms a set of feedstock materials or intermediates into a set of products with constant conversion factors. A batch transportation process can transfer one material or multiple materials at once between plant sites. The objective for optimization is to minimize the probability averaged total cost composed of raw material procurement, processing setup, transportation setup and inventory holding costs as well as the capital costs of processing stages and storage units. A novel production and inventory analysis formulation, the PSW(Periodic Square Wave) model, provides useful expressions for the upper/lower bounds and average level of the storage inventory. The expressions for the Kuhn-Tucker conditions of the optimization problem can be reduced to two sub-problems. The first yields analytical solutions for determining lot sizes while the second is a separable concave minimization network flow subproblem whose solution yields the average material flow rates through the networks for the given demand forecast scenario. The result of this study will contribute to the optimal design and operation of large-scale supply chain system.

• Asian Journal of Atmospheric Environment
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• 제8권1호
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• pp.15-24
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• 2014

The capital city of Himalayan Country Nepal, Kathmandu Valley is surrounded by consecutive high mountains, which limits the air distribution and mixing effects significantly. It in turn generates steady air flow pattern over a year except in monsoon season. The air shed in the Valley is easily trapped by the surrounded mountains and the inversion layer formulated as the cap. The $PM_{10}$ concentration was noticeably higher than the standard level (120 ${\mu}g/m^3$) in urban and suburban area of Kathmandu valley for all seasons except monsoon period. The Valley area experiences similar wind patterns (W, WWS, and S) for a year but the Easterly wind prevails only during the monsoon period. There was low and calm wind blows during the winter season. Because of this air flow structure, the air emission from various sources is accumulated within the valley air, high level of air pollution is frequently recorded with other air polluted cities over the world. In this Valley area, brick kilns are recognized as the major air pollution source followed by vehicles. Mostly Bull Trench Kiln (BKT), Hoffman Kiln and Vertical Shaft Brick Kiln (VSBK) are in operation for brick firing in Kathmandu valley where the fuels such as crushed coal, saw dust, and natural gas are used for processing bricks in this study. Tool for the Reduction and Assessment of Chemical and Other Environmental Impacts (TRACI) was used for screening and quantifying the potential impacts of air emission from firing fuels. The total Environmental Performance Score (EPS) was estimated and the EPS of coal was approximately 2.5 times higher than those of natural gas and saw dust. It is concluded that the crushed coal has more negative impact to the environment and human health than other fuel sources. Concerning the human health and environment point of view, alternative environment friendly firing fuel need to be used for brick industry in the kiln and the air pollution control devices also need to be applied for minimizing the air emissions from the kilns.

• 한국병원경영학회지
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• 제8권1호
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• pp.64-80
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• 2003

The separation policy of prescription and drug dispensing which has been implemented since the 1st of July, 2000, has brought about great changes in patients flow within the healthcare delivery system. The changes in the patients flow, in turn, resulted in the change in the distribution of financial resources among the participating entities in the healthcare delivery system: pharmacies, clinics, small hospitals, general hospitals, and teaching hospitals. The purpose of this study is to shed some light in the change in the financial performance of teaching hospitals under the separation policy that has created environmental changes such as the decrease in the number of out patients visits, the increase in the capital expenditures, the rapid increase in labor costs and so on. For the purpose, this study has compared and analyzed the balance sheets, the income statements and other operational data of three teaching hospitals located in D area. The data include two periods: before(year 1999) and after(year 2001) the implementation of the separation policy. The analysis was conducted with an emphasis on the changes in the financial ratios such as liquidity, turnover ratio, performance ratio. and capitalization ratio. The results show that the financial performances of the hospitals under study were weaker than before the implementation of the separation policy, and that, while the operating expenses have increased remarkably, there was no tendency to corresponding increase in revenue. And the result of analysis of other operational indicators also show that the performance of the hospitals is getting worse. Based on the results, this study has suggested the directions of the healthcare policies. This study suggests to improve the current model of separation of prescription and drug dispensing, to grant subsidies for the training of residents in teaching hospitals, and to lower the rate of patients' out of porket payment in teaching hospitals.

• 제어로봇시스템학회논문지
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• 제10권6호
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• pp.537-544
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• 2004

An effective methodology is reported for determining the optimal lot size of batch processing and storage networks which include uncertain demand forecasting. We assume that any given storage unit can store one material type which can be purchased from suppliers, internally produced, infernally consumed, transported to or from other sites and/or sold to customers. We further assume that a storage unit is connected to all processing and transportation stages that consume/produce or move the material to which that storage unit is dedicated. Each processing stage transforms a set of feedstock materials or intermediates into a set of products with constant conversion factors. A batch transportation process can transfer one material or multiple materials at once between sites. The objective for optimization is to minimize the probability averaged total cost composed of raw material procurement, processing setup, transportation setup and inventory holding costs as well as the capital costs of processing stages and storage units. A novel production and inventory analysis formulation, the PSW(Periodic Square Wave) model, provides useful expressions for the upper/lower bounds and average level of the storage inventory. The expressions for the Kuhn-Tucker conditions of the optimization problem can be reduced to two sub-problems. The first yields analytical solutions for determining lot sires while the second is a separable concave minimization network flow subproblem whose solution yields the average material flow rates through the networks for the given demand forecast scenario. The result of this study will contribute to the optimal design and operation of the global supply chain.

• 한국막학회:학술대회논문집
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• 한국막학회 1998년도 제6회 하계 Workshop (98 한국막학회, 국립환경연구원 국제 Workshop, 수자원 보전과 막분리 공정)
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• pp.113-133
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• 1998

In activated sludge process, sludge settling condition is affected by organic loading rate or operation condition, and if settling condition is getting worse, it is common that overall process fails due to wash-out of biomass causing low concentration in the aeration tank. Also activated sludge process has such several problems as requiring large area, consuming a lot of power and producing large volume of sludge. Increased public concern over health and the environment combined with a strong desire to reduce capital, operating and maintenance costs, have created a need for innovative technologies for building new high quality effluents which vail meet 21st century crkeria. MBR(Membrane Bioreactor) process consists of a biological reactor and ultrafiltration(UF) membrane system that replaces the conventional clarifier of an activated sludge process. The main operating advantages of this system are that the quality of the effluent is independent of the settleability of the mixed liquor and that the effluent is free of suspended solids in any operating condition. It is possible to eliminate clarifier and to reduce the volume of aeration tank because it can afford to accumulate high biomass concentration in the bioreactor(20, 000~30, 000mg/L), which would not be possible in a conventional activated sludge process. Therefore, this process reduces overall treatment plant area. In addition to those advantages, Longer SRT condition enables higher sludge digestion in MBR process so the sludge volume produced is 50 to 70% lower than that of conventional activated sludge process There are two kinds of MBR process according to the allocations of membrane. One is cross flow type MBR of which module is located outside of the bioreactor and mixed liquor is driven into the membrane module. The other is submerged type MBR process of which module is submerged in the bioreactor and mixed liquor is generally sucked from the lumen side. addition to that the cake layer is often removed by the uplifting flow of bubbling air. A submerged MBR process is superior to a crossflow MBR in regard to the power consumption because suction pressure of a submerged MBR is generally lower than that of a crossflow MBR which has recirculation pump. A submerged MBR, therefore, has the potential to be applied to small wastewater treatment plants that need low cost treatment systems.

• 대한지리학회지
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• 제50권2호
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• pp.203-216
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• 2015

본 연구는 일일 인구이동에 의한 네트워크와 유동패턴을 통해 한국의 도시체계 변화를 고찰하였다. 일일 인구이동이 일상적인 통행패턴을 반영하므로, 도시간 연결관계에 의한 도시체계는 생활권의 관점으로 인식할 수 있다. 2012년 들어 도시간 인구이동이 증가하면서, 도시 네트워크의 연결체계를 비롯하여 출발지와 도착지로 구성되는 통행권의 수가 모두 증가하였다. 통행량의 분산에도 불구하고 서울을 중심으로 하는 수도권과 부산을 중심으로 하는 부산권의 공간범위는 확대되었다. 서울지향형 고속교통망이 구축된 강원도에서는 춘천을 중심으로 하는 소양강문화권과 영동지방의 생활권 분리가 심화되었다. 교통망의 접근성이 양호한 대전과 그 주변지역을 아우르는 생활권은 경기남부까지 확대되었다. 전남에 형성된 기존의 생활권은 광주의 중심성이 약화되면서 목포와 순천을 중심으로 서부와 동부에서 분절되었다. 생활권은 거시적으로 광역 행정경계와 대체로 일치하였지만, 도 경계를 넘어 다른 광역단체의 시군과 통합되는 사례가 증가하였다. 서울과 그 주변 도시간의 상호작용이 강화된 것은 서울을 중심으로 하는 세계도시-지역의 발전 가능성을 높여준다.

• 한국산학기술학회논문지
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• 제10권5호
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• pp.1074-1081
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• 2009

반도체 공정시스템의 레이아웃은 대규모 자본 투자의 필요성과 제조 공정의 복잡성의 증가와 함께 그 중요성이 점점 증가하고 있다. 오늘날 대부분의 반도체 공정시스템은 같은 유형의 장비가 동일한 bay에 배치되는 bay 타입의 레이아웃 형태를 취하고 있다. Bay 타입 레이아웃은 유연성의 장점을 가지고 있지만 물류 흐름의 제어 측면에서는 많은 단점을 가지고 있다. 본 논문에서는 이러한 bay 타입 레이아웃의 단점을 보완하고자 bay 타입의 유연성은 유지하되 conter spine이 없고 bay를 통합한 형태의 새로운 반도체 레이아웃 개념인 room 타입에 대해서 비교, 연구한다. 이를 위하여 본 논문에서는 새로운 room 타입 레이아웃의 형태를 제시하고 이를 기존의 레이아웃과 반송필요 횟수와 시간, foot-print, 경유 stocker, 그리고 물류흐름 시간 등의 성과척도를 비교하여 room 타입 레이아웃의 우수성을 보인다.