• Korean System Dynamics Review
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• v.8 no.1
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• pp.49-66
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• 2007

Due to criminal aspects spreading nation wide, their intelligence level increasing and becoming digitalized, the citizens' interest in and desire for crime security have increased. Until now, the preceding researches have been focused on finding the specific variables that have direct effects on the demand for police manpower through regression analysis and attempted to predict number of needs. However, there have never been any researches producing the accurate number of demands for crimes and human resources needed for each work load. Therefore, this research have analyzed each police station functions by interviewing the persons in charge and selected the main duty for each functions. From this, by using the method of system dynamics, this research was able to predict the standard number of manpower needed for each police station functions. Also, by making a model for each 235 police stations, the best efficient employment plan for police stations and district agencies have been further discussed based on the computer simulation results.

• 월간 기계설비
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• s.308
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• pp.44-45
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• 2016

대한기계설비산업연구원(원장 이언구)은 지난해 4월 연구심의위원회에서 선정된 ${\triangle}$기계설비건설업 동향분석 ${\triangle}$기계설비건설업체의 부도예측 모형 연구 ${\triangle}$기계설비건설공사 시공상세도면 작성비 산정기준 연구 ${\triangle}$플랜트 건설 현장 외국인력 고용 개선방안 ${\triangle}$녹색기술 기준에 근거한 연구과제 도출을 위한 기초연구 ${\triangle}$대용량 지열설비 이용을 위한 지중열교환기 용량 설계 툴 개발 ${\triangle}$기계설비배관 및 장비 단열 기준 연구 등의 기본과제와 외부기관과 공동으로 수행한 ${\triangle}$플랜트 건설현장 외국인력 고용 개선방안 ${\triangle}$기계설비건설업 관련법류 개선방안 연구를 추진했다. 본지는 지난 2월호부터 연구결과 요약 보고서를 연재하고 있다.

• 월간 기계설비
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• s.309
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• pp.48-50
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• 2016

대한기계설비산업연구원(원장 이언구)은 지난해 4월 연구심의위원회에서 선정된 ${\triangle}$기계설비건설업 동향분석을 위한 기초연구 ${\triangle}$기계설비건설업체의 부도예측 모형 연구 ${\triangle}$기계설비건설공사 시공상세도면 작성비 산정기준 연구 ${\triangle}$플랜트 건설현장 외국인력 고용 개선방안 ${\triangle}$녹색기술 기준에 근거한 연구과제 도출을 위한 기초연구 ${\triangle}$대용량 지열설비 이용을 위한 지중열교환기 용량 설계 툴 개발 ${\triangle}$기계설비배관 및 장비 단열 기준 연구 등의 기본과제와 외부기관과 공동으로 수행한 ${\triangle}$플랜트 건설현장 외국인력 고용 개선방안 ${\triangle}$기계설비건설업 관련법규 개선방안 연구를 추진했다. 본지는 지난 2월호부터 연구결과 요약 보고서를 연재하고 있다.

• 월간 기계설비
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• s.310
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• pp.112-114
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• 2016

대한기계설비산업연구원(원장 이언구)은 지난해 4월 연구심의위원회에서 선정된 ${\triangle}$기계설비건설업 동향분석을 위한 기초연구 ${\triangle}$기계설비건설업체의 부도예측 모형 연구 ${\triangle}$기계설비건설공사 시공상세도면 작성비 산정기준 연구 ${\triangle}$플랜트 건설현장 외국인력 고용 개선방안 ${\triangle}$녹색기술 기준에 근거한 연구과제 도출을 위한 기초연구 ${\triangle}$대용량 지열설비 이용을 위한 지중열교환기 용량 설계 툴 개발 ${\triangle}$기계설비배관 및 장비 단열 기준 연구 등의 기본과제와 외부기관과 공동으로 수행한 ${\triangle}$플랜트 건설현장 외국인력 고용 개선방안 ${\triangle}$기계설비건설업 관련법규 개선방안 연구를 추진했다. 지난 2월호에 시작된 연구원의 연구결과 요약 보고서는 이번호로 연재를 마친다.

• 월간 기계설비
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• s.307
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• pp.87-92
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• 2016

대한기계설비산업연구원(원장 이언구)은 지난해 4월 연구심의위원회에서 선정된 ${\triangle}$기계설비건설업 동향분석 ${\triangle}$기계설비건설업체의 부도예측 모형 연구 ${\triangle}$기계설비건설공사 시공상세도면 작성비 산정기준 연구 ${\triangle}$플랜트 건설 현장 외국인력 고용 개선방안 ${\triangle}$녹색기술 기준에 근거한 연구과제 도출을 위한 기초연구 ${\triangle}$대용량 지열설비 이용을 위한 지중열교환기 용량 설계 툴 개발 ${\triangle}$기계설비배관 및 장비 단열 기준 연구 등의 기본과제와 외부기관과 공동으로 수행한 ${\triangle}$플랜트 건설현장 외국인력 고용 개선방안 ${\triangle}$기계설비건설업 관련법류 개선방안 연구를 추진했다. 본지는 연구결과에 대한 요약 보고서를 연재한다.

• Journal of the Society of Naval Architects of Korea
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• v.56 no.6
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• pp.523-531
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• 2019

The low birthrate and the need for national defense reform in Korea drive the Navy to develop efficient human resource planning such as a manpower forecasting model. However, to our knowledge, there is no study exploring the manpower forecasting model for naval ships in Korea. The purpose of this paper is to develop a model for forecasting manpower demand in naval ships. Data for analyses were drawn from 19 ships in the Korean Navy. Results indicate that mission type is significantly related to the number of manpower. Specifically, battleships need the more manpower than the battle support ships. The results also showed that the weight of hull structure-engine and the weight of the weapons system significantly increased the number of manpower. However, the weight of the combat system was not significant. In addition, whereas the automation level of hull structure-engine and the automation level of weapon system was found to be negatively related to the number of manpower, the automation level of combat system was positively related to it. The model developed here contributes to an advanced human resource planning of the Korean Navy. Implications, limitations, and directions for future research are discussed.

• KSCE Journal of Civil and Environmental Engineering Research
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• v.30 no.1D
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• pp.37-44
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• 2010

The present annexed parking lot standards for buildings in Parking Act are categorized in 9 groups with 13 parking standards in terms of recreation, culture and assembly, housing, factory, warehouse, and so on, in which same grouped facilities have same parking standards. These days diversity in building types and functions need more fractionated parking standards; however, most local governments focusing merely on applying strengthened parking standards in general without systematic rules of consistency. The current problem of parking standards being used is lack of regarding facility characteristics; expecially, a large sized high-tech manufacturing facility located in industrial site is still applied by same parking standards as normal manufacturing facility, even though most part of manufacturing process is automated and hence less manpower is employed. This paper presents a parking generation forecasting model for factory facilities in industrial site in terms of facility use and scale characteristics.

• Journal of Internet Computing and Services
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• v.16 no.2
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• pp.99-107
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• 2015

In this era of smart convergent environment wherein all industries are converged on ICT infrastructure and industries and cultures come together, the information and communication construction business is becoming more important. For the information and communication construction business to continue growing, it is very important to ensure that technical manpower is stably supplied. To date, however, there has been no theoretically methodical analysis of manpower supply and demand in the information and communications construction business. The need for the analysis of manpower supply and demand has become even more important after the government announced the road map for the development of construction business in December 2014 to seek measures to strengthen the human resources capacity based on the mid- to long-term manpower supply and demand analysis. As such, this study developed the manpower supply and demand forecast model for the information and communications construction business and presented the result of manpower supply and demand analysis. The analysis suggested that an overdemand situation would arise since the number of graduates of technical colleges decreased beginning 2007 because of fewer students entering technical colleges and due to the restructuring and reform of departments. In conclusion, it cited the need for the reeducation of existing manpower, continuous upgrading of professional development in the information and communications construction business, and provision of various policy incentives.

• Journal of Korea Water Resources Association
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• v.56 no.5
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• pp.337-345
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• 2023

Monitoring river microplastics is a challenging task since it is a time-consuming and high-cost process. The use of a physical model to have a better understanding of river microplastics' behaviors can complement the challenging monitoring process. However, there have been very limited studies on modeling river microplastics. In this study, therefore, we evaluated the applicability of one commonly used river water quality model, i.e., the Water Quality Analysis Simulation Program (WASP), in simulating the microplastic concentration in the river environment. We simulated the microplastic concentration in the Anyangcheon stream using the WASP's biochemical oxygen demand (BOD) and suspended solid (SS) variables as possible surrogate variables for the microplastics. Simulation analyses indicate that the SS state variable performs better than the BOD state variable to mimic the observed concentrations of microplastics. This is because of the characteristics of each water quality parameter; the BOD variable, a biochemical indicator, is inappropriate for modeling the behaviors of microplastics, which have generally constant biochemical features. In contrast, the SS variable, which has similar physical behaviors, followed the observed patterns of the microplastic concentrations well. To build a more advanced and accurate model for simulating the microplastic concentration, comprehensive and long-term monitoring studies of the river microplastics under different environmental conditions are needed, and the unit of microplastic concentration should be carefully addressed before its modeling application.

• Journal of Intelligence and Information Systems
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• v.21 no.3
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• pp.37-52
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• 2015

The recent global trends display expansion and growing solidity in both cooperative collaboration between industry, education, and research and R&D network systems. A greater support for the network and cooperative research sector would open greater possibilities for the evolution of new scholar and industrial fields and the development of new theories evoked from synergized educational research. Similarly, the national need for a strategy that can most efficiently and effectively support R&D network that are established through the government's R&D project research is on the rise. Despite the growing urgency, due to the habitual dependency on simple individual personal information data regarding R&D industry participants and generalized statistical data references, the policies concerning network system are disappointing and inadequate. Accordingly, analyses of the relationships involved for each subject who is participating in the R&D industry was conducted and on the foundation of an educational-industrial-research network system, possible changes within and of the network that may arise were predicted. To predict the R&D network transitions, Common Neighbor and Jaccard's Coefficient models were designated as the basic foundational models, upon which a new prediction model was proposed to address the limitations of the two aforementioned former models and to increase the accuracy of Link Prediction, with which a comparative analysis was made between the two models. Through the effective predictions regarding R&D network changes and transitions, such study result serves as a stepping-stone for an establishment of a prospective strategy that supports a desirable educational-industrial-research network and proposes a measure to promote the national policy to one that can effectively and efficiently sponsor integrated R&D industries. Though both weighted applications of Common Neighbor and Jaccard's Coefficient models provided positive outcomes, improved accuracy was comparatively more prevalent in the weighted Common Neighbor. An un-weighted Common Neighbor model predicted 650 out of 4,136 whereas a weighted Common Neighbor model predicted 50 more results at a total of 700 predictions. While the Jaccard's model demonstrated slight performance improvements in numeric terms, the differences were found to be insignificant.