• Proceedings of the Korea Information Processing Society Conference
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• 2019.10a
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• pp.950-951
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• 2019

시계열 데이터에 대한 군집화 관련 연구는 주로 통계 분석을 통해 이뤄지기 때문에 데이터가 갖는 특성을 완전히 반영하는 데 한계를 갖는다. 본 논문에서는 다변량 데이터에서의 군집화를 위하여 변수별로 시간에 따른 변화와 특징을 추출하기 위한 CNN-GRU(Convolutional Neural Network - Gated Recurrent Unit) 기반의 신경망 모델을 제안한다. CNN을 활용하여 변수별로 갖는 특성을 파악하고자 하였으며, GRU을 통해 전체 시간에 따른 소비 추세를 도출하고자 하였다. 지역별로 업종에 따라 사용된 2년 치의 실제 카드 데이터를 활용하였으며, 유사한 소비 추세를 보이는 지역을 군집화하는데 이를 적용하였다. 결과적으로, 다변량 시계열 데이터를 통해 전체적인 흐름을 반영하여 패턴화했다는 점에서 의의를 갖는다.

• Monthly Korean Chicken
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• s.136
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• pp.124-129
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• 2006

우리나라 육계의 생산원가는 경쟁국가인 미국과 브라질, 그리고 태국과 비교할 때 매우 높은 편이다. 그이유는 여러 가지가 있겠지만 생산원가의 60% 이상을 차지하고 있는 사료원료 대부분을 수입에 의존하고 있기 때문이다. 또 하나의 이유는 병아리의 생산원가가 높기 때문인데 이는 출하중량이 한창 성장 중에 있는 1.6kg내외에서 이루어지고 있기 때문이다. 경쟁국은 2.0kg이 넘고 있다 세번째 이유는 가구당 사육규모가 작고 계사시설이 열악하여 비용부담이 증가하고 생산성이 떨어지기 때문이다. 그 이외에도 여러 가지 요인이 있겠지만 위 세 가지가 생산원가가 높아지는 이유의 90% 이상을 차지하고 있다. 이중 첫 번째와 두 번째는 이른바 계열주체인 회사나 관계기관에서 극복해야 할 사안이고 사육을 하는 농장에서는 세 번째 요인을 해결해야 한다. 요즘 모든 업종에서 어렵다고 말하는데 우리 양계업의 경우 그 어느 분야보다도 어려움에 직면해 있다. 그러나 어려운 위기 상황이긴 하지만 몇 가지 희망적인 면도 있다. 위기는 항상 위험성과 기회가 동시에 존재하는 매력적인 시기이기 때문이다. 우리가 변화할 준비만 되어 있으면 지금이 좋은 기회라고 필자는 확신한다. 그 희망의 첫 번째는 선진국 예로 보면 식육소비량 변화가 1985년부터 2005년까지 소나 돼지고기 및 우유소비량 보다 계육소비량이 가장 높게 나타나고 있다는 사실이다. 향후는 계육소비가 상대적으로 더욱 증가할 전망이다. 특히 두 번째 희망은 우리나라의 예로 본다면 똑같은 고기 1kg을 생산하는데 쇠고기는 4.5kg의 사료가 필요하고 돼지고기는 2.5kg의 사료가 필요한 반면 닭고기는 사료 1.7kg이면 가능하다는것이다. 국가적으로도 식량안보차원으로 봐도 양계업이 경제적이라는 사실이 확연히 증명되고 있는 것이다. 이러한 두 가지의 큰 희망적인 메시지를 안고 우리 양계업은 각자의 자리에서 경쟁력을 확보하는데 온 힘을 기울여야겠다. 본고에서는 세 번째 요인인 농장에서 사육관리를 하면서 생산비용절감을 위한 방안이 무엇이 있는지 함께 생각해보면서 국제 경쟁력을 높이는데 기여하기를 기대해본다.

• Journal of the Economic Geographical Society of Korea
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• v.19 no.4
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• pp.764-781
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• 2016

During the last two decades, industrial cluster policies for promoting regional economic growth and industrial development have been flourishing all over the world. Even though cluster policies have partly contributed to regional industrial growth and innovation capabilities, they have long been blamed for regional industrial lock-ins and declining regional industrial resilience because of applying homeogenous cluster policies and regional specialized strategic industrial promotion policies for various localities, which are based on so-called 'selection and concentration' principle. This paper suggests postcluster policy focused on placed-based smart specialization and regional business platform strategies.

• Journal of the Korean housing association
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• v.27 no.4
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• pp.77-88
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• 2016

Low-rise Residential neighborhoods of Hongdae area, Garosu-gil, Samchung-dong, Itawon etc. are currently emerging new spaces for cultural consumption in the city. Nonetheless undiscerning excessive commercialization often results in monotonous urban space and deportation of residents and leaders of change; Due to commercialization and popularization recently this phenomenon is influencing surrounding low-rise residential neighborhoods. The main objective of this study is to examine how surrounding low-rise residential neighborhood transforms according to the expansion of culture-commerce spaces. Hongdae area's culture-commerce spaces and its expansion into Yeonnam-dong is investigated in specific. Especially attributes and main causes of transformation in physical and experiential space of neighborhood living facilities and residential buildings, when changed into culture-commerce related use is examined in detail. The expansion of culture-commerce space of Hongdae to Yeonnam-dong area has positive meaning in aspects of everyday experience. First, physical alteration of street-building relation increases direct and indirect contact of people. Contact opportunity carries important meaning in sense that it is prerequisite for next stage contact of network and exchange. Second, culture-commerce related programs provide the third place, where various leisure activities can take place. Attributes of transformation and positive meaning of culture-commerce spaces expanding its territory presents the need of management.

• Journal of Global Scholars of Marketing Science
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• v.4
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• pp.213-239
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• 1999

소비자의 욕구와 개성화, 그리고 시장경쟁력에서 생산체제가 변화되면서 기업들의 물류환경여건도 변화를 가져와 물류가 기업들에게 당면한 주요 과제가 되었다. 사회 간접자본의 부족으로 인한 도로, 항만 등의 정체현상이 심화되고 3D업종에 속하는 물류부문은 더욱 인력난을 겪게 되면서 물류비상승이라는 부담을 안게 되었다. 그리고, 컴퓨터, 정보통신기술 등과 같은 첨단의 기술혁신이 이루어 집에 따라 컴퓨터 및 각종 기기들의 연결이 가능해지면서 물류정보시스템 구축이 활발하게 이루어져 가고 있다. 그러나, 이러한 현실에도 불구하고 기업들은 이에 대한 효율적인 대처 방안을 마련하지 못하고 물류에 대한 인식조차 못하고 있거나 잘못 이해하고 있는 실정이다. 본 논문은 이러한 문제점을 인식하여 물류정보시스템의 활용수준과 물류활동 연계 그리고 물류전략에 대한 이론을 정립하고 이를 근거하여 나라 기업률이 물류를 어떻게 인식하고 있는가를 물류정보시스템의 활용수준, 물류활동연계, 물류전략 등의 변수를 도입, 측정하여 봄으로써 우리나라 기업의 물류에 대한 문제점들을 규명하고 앞으로 물류의 능률적인 실시를 위한 올바른 방향을 제시하는데 그 목적을 두고 있다. 실종분석 결과 물류성과에 대한 물류정보시스템 활용수준과 물류연계수준은 물류성과에 영향을 미치는 것으로 나타났다. 그리고, 물류 기능별 정보시스템 활용수준과 물류차별화 전략이 물류성과에 상호작용 효과를 보이는 지를 알아본 결과 상호작용효과가 있는 것으로 나타났다.

• Journal of the Economic Geographical Society of Korea
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• v.22 no.3
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• pp.274-290
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• 2019

This article links the change in regional manufacturing employment in Korea after the financial crisis to the geography of technological and trade shocks. We conceptualize the trade shock as the rapid growth in Korean imports from and exports to China and ASEAN countries. We then measure the exposure to technological shocks as the degree to which regions are specialized in routine tasks, which are susceptible to automation technologies. Results show that local labor markets specialized in routine tasks experience significant falls in manufacturing employment. Regions whose industrial structure exposes them to rising import competition experience sharp drop in manufacturing employment. We also found that export plays a major role in explaining the growth of regional manufacturing employment.

• Journal of Climate Change Research
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• v.4 no.4
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• pp.349-358
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• 2013

In this study, the newest technology available to reduce GHG emissions, which can be applicable in energy industries of the future that has large reduction obligations by energy target management and large intensity of GHG emissions, has been investigated by searching the technical characteristics of each technology. The newest technology to reduce GHG emissions in the field of power generation and energy can be mainly classified into the improvement of efficiency, CCS, and gas combined-cycle technology. In order to improve the reliability of the GHG emission factor obtained from the investigation process, it has been compared to the technology-specific GHG emission factor derived from the estimated amount of emissions. Then the GHG abatement measures, using the derived estimation of factor, by using the newest technology to reduce GHG emissions have been predicted. As a result, the GHG reduction rate by technology of CCS development has been expected to be the largest more than 30%, and the abatement rate by technology of coal gasified fuel cell and pressurized fluidized-bed thermal power generation has been showed more than 20%. If the effective introduction of the newest technology and the study of its characteristics is continued, and properly applied for future GHG emissions, it can be prospected that the national GHG reduction targets can be achieved in cost-efficient way.

• Environmental and Resource Economics Review
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• v.29 no.4
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• pp.499-520
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• 2020

Input ratio of electricity to other production inputs in the Korean manufacturing sector has been higher than for the other OECD countries. In addition, electricity prices in Korea has been relatively lower than the average of OECD countries. Moreover, electricity sector is responsible for most CO2 emissions in Korea as coal and natural gas account 41.9% and 26.8% of electricity production as of 2018. Therefore, it looks inevitable to raise the electricity tariff for the manufacturing sector in Korea, but there is a concern that increase in the electricity tariff might affect small and medium enterprises (SMEs) more than large firms. This study estimates electricity demand's price and output elasticities for large firms and SMEs in steel industry by employing a time varying parameter model (Kalman filter). The analysis shows that changes in output levels regardless of firms' size affect electricity demands more significantly than do changes in electricity prices. Second, large firms have higher variances for both price and output elasticities of electricity demand. Third, large firms have higher price elasticity but lower output elasticity of electricity demand relative to SMEs. Policy implications are suggested in association with how to reduce electricity demands in the energy-intensive industry.

• Journal of the Korean Institute of Landscape Architecture
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• v.52 no.3
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• pp.33-45
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• 2024

The government is promoting the reorganization of the construction indusrty under the theme of reorganizing the production system. However, it has been pointed out that this is contrary to the increasingly specialized and technical skills of the landscaping field. Therefore, it is urgent to respond to the construction industry integration policy and improve an appropriate work system and the content of the landscape field. Therefore, this study investigated the intention of the industry to reorganize the production system and the production structure of the landscape field, so that it can be used as a reference for future changes. As a result of the survey, 1) the perception of the reorganization policy is a highly requesting step-by-step promotion that reflects the industry's will, 2) the system is divided into generalization and specialization and is highly opposed to integration, 3) appropriate design and construction costs are the most important directions for improving landscape construction projects, and 4) reestablishing the relationship with related civil engineering works is important for improving detailed construction types. Overall, it was pointed out that the current specialized landscape construction does not sufficiently reflect the changing landscape business and is only appropriate for subcontractors in other industries. Therefore, it is necessary to promote policies that reflect this. In the long run, it is urgent to establish the status of landscape construction as an independent object, and it is necessary to supplement the legal system and change the industry accordingly.

• Journal of the Korean association of regional geographers
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• v.14 no.3
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• pp.224-238
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• 2008

Traditional industrial complex in inner city has been getting stagnant and deteriorating because of the improvement of industrial structure and change of the city's spatial restructuralization. Third Industrial Complex is also characterized by the deterioration in the field such as the reduction of average number of the workers and the amount of production, the change of main types of business, subdivision of many parts, and the change of the price of land. Thus, local government is planning to change the complex into a high-tech industrial complex in the inner city. On the other hand, the companies which are undergoing the direct deterioration do not fully recognize the government plan to redevelop the complex, and there is no counter measure against the stagnation and deterioration. Therefore, the local government must have much time to discuss and have a consensus with the companies in the complex, and organize the control office which is able to mediate between the local government and the companies.