• The Journal of the Korea Contents Association
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• v.7 no.6
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• pp.195-205
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• 2007

The steel industry plays an important role in the entire Korean Economy. However, little empirical research has analyzed the efficiency of steel companies. The purpose of this paper is to measure and analyze their efficiency using DEA models. We evaluate the CCR and BCC efficiency and the return to scale of 28 Korean steel companies. We also provide their envelopment map and the projection, which are valuable information for inefficient companies to find benchmarking companies and to improve their efficiency.

• The Journal of the Korea Contents Association
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• v.8 no.7
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• pp.201-207
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• 2008

The bankruptcy possibility of apartment construction firms has been incresed because of the environment of current apartment construction industry. This paper analyzes the efficiency of apartment construction firms using DEA model. We evaluate the CCR, BCC efficiency and RTS of 25 apartment construction firms. We also suggest the apartment construction firms which can be benchmarked based on analyzed information. The result shows that four enterprises whose values of CCR efficiency are 1, and ten enterprises whose values of BCC efficiency are 1. RTS indicates IRS of 21 firms and CRS of 4 firms.

• KDI Journal of Economic Policy
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• v.20 no.3_4
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• pp.175-222
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• 1998

본 논문에서는 우리나라 국방예산 운영의 국민경제적 파급효과에 대한 실증분석에 기초하여 국방예산 규모논쟁에 대한 검토, 지출구조의 개선방안, 그리고 지출구조 개성을 위한 국방부문의 효율화 방향을 제시하였다. 실증분석을 위해 Feder-Ram 2부문-외부효과모형에 기초하여 1970년대 이후 총국방비 운영유지비 방위력개선비 등 3가지의 국방부문 지표를 이용한 실증분석 결과, 방위력개선비가 국민총생산에 대해 유의한 정(正)의 효과를 갖는 것으로 나타났다. 총국방비의 경우 유의성이 없었으며, 운영유지비의 경우 유의한 부(負)의 효과를 갖는 것으로 나타났다. 국방예산 규모논쟁과 관련하여, 최근 GDP 대비 국방비 비중과 안보위협을 고려한 국가군별 비교 등을 통해볼 때, 지금까지의 우리나라 국방비규모의 상대적 비중이 하락하는 추세를 더 이상 기대하기는 어렵다고 보는 것이 현실적인 인식이라고 판단된다. 이제 국방예산 관련 논의의 초점은 상대적 규모를 포함하여 국방예산규모 자체보다는 국방예산의 지출구조와 내역에 맞추어져야 하고, 국방예산 운영의 낭비사례를 방지하고 효율성 투명성을 높여서 적절한 지출구조와 배분내역 방식을 이루는 것이 되어야 한다고 판단된다. 국방예산 지출구조의 개선을 위해서 투자비 성격의 방위력개선비 비중을 높이는 예산구조상의 개선이 매우 중요한 과제이다. 이를 위해 각종 경사경비에 대한 영점기준의 검토작업과 더불어 인력과 장비의 대체, 인력구조의 조정 등을 통해 기술집약형 전력구조를 지향하는 보다 근본적인 구조조정노력이 이루어져야 할 것이다. 미래전 양상에 대비한 군 첨단화의 핵심인 해상방위력 및 항공력 증강 등이 필수적이며, 지상군 위주에서 상대적으로 해 공군 중심의 군 구조로 개선되어야 할 것이다. 구조개선의 완급조절과 군별배분의 수평적 구조개선을 통해서 예산규모의 커다란 증대 압력 없이 추진 할 수 있는 구조개선은 시급히 실현되어야 할 것이며, 구조조정 재원의 상당부분은 군 내부의 낭비사례를 막고 생산성을 획기적으로 제고해서 확보할 수 있어야 할 것이다. 국방예산 운영의 효율성 투명성 제고를 위해서는 군 내부 자원관리기능이 강화되어야 하고, 군조직 운영에 있어서도 민간부문에 상응하는 경영효율성 개념의 과감한 도입이 요구된다. 지금까지의 '국방전력 극대화'를 위한 군인중심의 획일적 폐쇄적 군조직 운영에서 벗어나 조직 인사 예산 운영 전반에 걸친 경영혁신이 이루어져야 한다. 국방부문에 경영효율성 개념을 도입하여 경영혁신을 이루어나가는 주요 정책방향은 일부 기능 조직의 민영화 및 민간위탁의 확대, 민간전문인력의 활용도 제고, 자율적 책임경이 필요한 부문을 대상으로 한 "책임경영사업소(Agency)제도"의 도입 등이다. 또한 유사기능을 갖는 조직과 각군별로 별도로 설립되어 중복되는 기능을 수행하는 기관을 통폐합해야 할 것이다.

• Journal of Digital Convergence
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• v.17 no.12
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• pp.181-190
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• 2019

The purpose of this study is to evaluate the operational efficiency of Chinese e-commerce companies and to present measures to improve efficiency. This paper selected 16 enterprises as the research objects, from the e-commerce demonstration enterprises of the Ministry of Commerce of China in 2017-2018, to conduct an empirical study on the operating efficiency of e-commerce enterprises. By using DEA method, we selected 3 input and 2 output indicators to measure the input-output efficiency of enterprises from input-oriented. Using different model in DEA, we calculated the technical efficiency, pure technical efficiency and scale efficiency, also efficiency based on the sample of 2018 and horizontal analysis from 2016 to 2018. The analysis showed that the overall efficiency of Chinese e-commerce companies was continuously improving, and that their business capabilities and business scale were also gradually improving. Through the calculation of efficiency, we evaluated the competitiveness of the e-commerce demonstration enterprises, and explored measures to improve their management efficiency. At the same time, it put forward some reasonable suggestions to adjust the scale, and enhance the competitive advantage.

• Journal of Digital Convergence
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• v.10 no.9
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• pp.159-164
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• 2012

Although the display industry plays an important role in the entire Korean economy, few empirical research has analyzed the efficiency of display companies. The purpose of this paper is to measure and analyze efficiency of korean listed display firms using DEA(Data Envelopment Analysis) models. We evaluate the CCR and BCC efficiency in DEA models and the return to scale of the Korean listed display companies. The benchmarking companies and efficiency value for the display companies with inefficiency are also provided to improve their efficiency. We analyzed the 44 listed companies consisted of 7 listed on KOSPI and 37 listed on KOSDAQ at the end of 2010. The analysis results show six companies whose values of CCR are 1, and fourteen firms whose values of BCC efficiency are 1. In additions, the six companies have the scalability efficiency. Eventually the efficiency analysis can provide the valuable information for inefficient companies to find benchmarking companies and to improve their efficiency.

• Industry Promotion Research
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• v.7 no.2
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• pp.59-73
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• 2022

This paper aims to analyze efficiency of sustainable development of foreign trade in eastern China to reduce the input while maintaining the current output level. This paper adopts relevant input-output indicators of 11 provinces in eastern China from 2016 to 2020 and uses DEA to measure comprehensive efficiency, pure technical efficiency, and scale efficiency from the input perspective. Malmquist index was used to calculate MPI. As a result, from 2016 to 2020, the MPI of all provinces in eastern China was 1.035, higher than 1, and the net technology efficiency was 0.911, lower than 1. Overall, the average technological progress index increased 4.5% to 1.045. It can be seen that the sustainable development efficiency of foreign trade has an overall influence on comprehensive efficiency, net technology efficiency, and scale efficiency. The efficiency of sustainable development of foreign trade in eastern China is mainly limited by its scale. The improvement of MPI in the eastern Region mainly benefits from technological progress. For provinces affected by internal factors, it is suggested to strengthen internal coordination. For provinces affected by external factors, it is suggested to respond appropriately to external factors.

• The Journal of the Korea Contents Association
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• v.13 no.12
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• pp.357-368
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• 2013

This research explores the efficiency of social welfare expenditure in Korea by analyzing marginal productivity, scale economies, and elasticity of substitution that could be obtainable from a production function. By virtue of VES production function, such productive indicators are easily identified. If once the efficiency is revealed in the production process, it brings to a positive impact to increase the level of income. Empirical evidences are shown that the public expenditure is operated systematically in comparing with the private one. This is mainly due to the fact that the system of the public sector is well-established. It implies that an operational system for the private sector ought to be built up in a short period of time. Otherwise, increasing in expenditure by a private sector would not be helpful to improve efficiency in the production side. Accordingly, level of income.

• Journal of the Korea Academia-Industrial cooperation Society
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• v.17 no.2
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• pp.265-271
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• 2016

DEA is a typical method that allows measurements and evaluations of the efficiency. This study examined the management efficiency of bean farm households to suggest factors that influence the management efficiency. The results showed that a larger cultivation area has more positive effects on the scale efficiency of beans farm households. When summing up farmer's family labor, lease fee, hired labor cost, which are strongly related to the workforce, it reached up to 54.6%. This means that they all occupy more than half of the production cost and they show an increasing trend. Moreover, although the hired labor rate is higher, it has more positive influences on the gross efficiency, technical efficiency and scale efficiency. In addition, the results showed that environmentally-friendly agriculture decreases the efficiency.

• Annual Conference on Human and Language Technology
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• 2023.10a
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• pp.399-403
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• 2023

본 논문에서는 다중 문서 기반의 대화 시스템을 통한 효율적인 정보 검색과 응답 생성에 중점을 둡니다. 대규모 데이터 집합에서 정확한 문서를 선택하는 데 필요한 검색의 중요성을 강조하며, 현재 검색 방법의 한계와 문제점을 지적합니다. 또한 더 자연스러운 답변을 생성하기 위해 대규모 언어 모델을 사용하게 되면서 fine-tuning 시에 발생하는 제약과 낭비를 모델의 제로샷 생성 능력을 활용하여 개선하려는 방안을 제안하며, 모델의 크기와 자원의 효율성에 대한 고려사항을 논의합니다. 우리의 접근 방식은 대규모 언어 모델을 프롬프트와 함께 다중 문서로 학습 없이 정보를 검색하고 응답을 생성하는 방향으로 접근하여 대화 시스템의 효율성과 유용성을 향상시킬 수 있음을 제시합니다.

• Journal of the Korea Society of Computer and Information
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• v.26 no.4
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• pp.223-229
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• 2021

This study investigated the determinants of debt ratio in public institutions. For this purpose, we analyzed the impact of inefficient management as internal factors on debt ratio. In this paper, inefficient management included total costs, payment, and employee benefit. The results of this study are as follows. First, we find that there is a significant positive relation between total costs and debt ratio. This result means that the higher total costs, the higher debt ratio. Second, we find that there is not a significant relation between payment and debt ratio. And we also find that there is not a significant relation between employee benefit and debt ratio. These results are empirical results that can be answers about some concerns that inefficient management of public institutions worsen debt ratio.