• Title/Summary/Keyword: 효율 성

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A Study on the Extracting the Core Input and Output Variables in Construction Company using DEA and PCA (DEA와 PCA를 이용한 건설기업의 핵심 투입-산출변수 추출에 관한 연구)

  • Lee, Kyung-Joo;Park, Jung-Lo;Kim, Jae-Jun
    • Korean Journal of Construction Engineering and Management
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    • v.13 no.5
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    • pp.94-102
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    • 2012
  • Recently, the global financial crisis and the increasing number of unsold houses in Korea are construction companies to assess their efficiency. The most important factor in analyzing the efficiency of a company is the input-output variable. However, systematic stud the core input-output variables, which have a great influence on the efficiency analysis. Thus, to the core input-output variables for efficiency analysis of construction companies, this study propose a model that includes all combinations of input-output variables and to find the core input-output variables using the Data Envelopment Analysis(DEA) model and Principal Component Analysis(PCA). Existing research and theories were studied variables and 21 models were established to measure efficiency. were obtained that the core input and output variable in 2006 the number of employees and sales. For 2008, the core input variable was capital stock and the core output variable was quarterly net profit. For 2010, the core input variable was fixed asset and the core output variable was sales. Through obtaining the variables that greatly affect the efficiency of construction companies, it is considered that individual construction companies will be able to prepare a priority strategy to enhance efficiency.

A study on the efficiency measurement of University's technology transfer by DEA model (DEA 모형을 이용한 국내 대학의 기술이전 효율성 분석)

  • Jin, Gyung-Mi;Yoon, Byun-Gun
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.13 no.6
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    • pp.2558-2569
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    • 2012
  • While the cost of technology development is increased, the life cycle of products and services that have been developed has become progressively shorter. Open innovation have been increasing by company as a strategy to respond to the rapidly changed market. Technology transfer from universities is one of the typical means of technological innovation. Although a university has invested significant resources in R&D, the results has been neglected. Therefore, at the moment, research is needed about the outcomes and efficiency of technology transfer at universities. In the previous research, since most of studies focus on the analysis of factors that influence the outcome of technology transfer, in this study, targeting domestic universities, the efficiency of technology transfer at the university was analyzed. In addition, differences in the efficiency of different types of university is verified. Consequently, universities specializing in technology and industry has high-efficiency than the others. There is no significant difference between the groups of universities whether or not to participate in Technology Licensing Office(TLO). More efforts are required for successful results of TLO in Korea. This study is expected to be able to provide reasonable indicators on technology transfer for further research.

LCD 장비 업계의 경영성과에 관한 연구

  • Kim, Chang-Su;Lee, Mun-Gyo
    • 한국경영정보학회:학술대회논문집
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    • 2007.06a
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    • pp.1049-1054
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    • 2007
  • 모든 기업들의 주요 목표는 경영성과를 얼마나 달성 했는가에 대한 것이 중요시 된다는 것은 모두가 알고 있는 사실이다. 경영성과를 극대화 하기 위해 많은 기업들은 다양한 경영혁신 활동을 도입하고 있다. 경영활동에서 중요한 것은 경영성과의 효과도 중요 하지만 투입 대비 산출 개념의 효율성도 상당히 중요하다. 매년 기업들은 성과에 대한 집계를 통해 관리를 하고 있으며, 경영성과에 대한 효율 측면에 대한 관리도 중요시 되어 관리되고 있다. 경영성과의 효율성에서 투입물은 총자산, 종업원, 운영비 등이 주요 항목이며 산출물은 매출액, 당기 순이익 등이 주요 항목일 것이다. 본 연구에서는 기업들의 경영성과에 대하여 DEA 분석을 통한 경영효율성을 산출하고 기업들의 중.장기적으로 경영계획을 수립할 때 경영성과에 대한 효율측면이 고려 될 수 있도록 연구하고자 한다.

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Mapping of Water Use Efficiency Using Satellite Imageries in South Korea (인공위성 영상자료를 이용한 남한지역 수분이용효율 지도 작성)

  • Sur, Chan-Yang;Kim, Hyun-Woo;Choi, Min-Ha
    • Proceedings of the Korea Water Resources Association Conference
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    • 2011.05a
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    • pp.362-365
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    • 2011
  • 단위면적당 증발산량 중 일부가 식생의 물질 생산에 이용될 수 있는지를 나타내는 지표인 수분 이용효율 (Water Use Efficiency, WUE)은 총 일차생산성(Gross Primary Productivity, GPP)과 단위면적당 증발산량(Evapotranspiration, ET)의 비로 산출된다. 이전 연구들에서의 수분 이용효율의 적용은 수분 스트레스에 대한 작물의 생산성 차이 분석과 같은 작물학과 농림학 분야의 연구들이 대부분이었지만. 기후 변화가 생태계 생산성 또는 에너지 수지에 영향을 미치는 등의 전 지구적 규모의 수문학적 연구에도 적용할 수 있다. 본 연구에서는, Moderate Resolution Imaging Spectroradiometer (MODIS) 영상자료에서 1km 해상도로 8일 단위의 총 일차생산성과 증발산량을 산정함으로써 수분 이용효율을 구하였다. 향후에는 산정된 이 지표를 남한지역에 적용하여 수분 이용효율에 대한 지도를 작성하고, 실측된 총 일차생산량과 증발산 값을 이용하여 검증한 후 알고리즘을 개선해 나갈 계획이다.

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The Impact of Innovative Efficiency on Performance of Firms (혁신효율성이 기업의 수익성에 미치는 영향)

  • Han, Ji-yeon;Ha, Seok-tae;Cho, Seong-pyo
    • Journal of Technology Innovation
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    • v.28 no.3
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    • pp.1-28
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    • 2020
  • This study examines whether the firm with high innovation efficiency realizes high operating performance. We measured innovation efficiency by the ratio of patent applications for R&D expenditure or R&D stock and measured operating performance by the ratio of operating income or operating cash flow to total assets for the following year. The sample consists of 1,880 manufacturing firm-years, which listed on the Korean Exchange between 2014 and 2017. We analyze the effect of innovation efficiency on operating performance using a model of Hirshleifer et al. (2013) results show that both innovation efficiency variables have a significantly positive relationship with the total asset operating margin. Besides, the following year's performance, measured by the total asset operating cash flow ratio, also shows a positive relationship with the two innovation efficiency variables at the 5% and 1% significance levels, respectively. The results indicate that high innovation efficiency firms that link the outcomes of R&D to more patent applications realize higher operating performance. Also, we divided the R&D-intensive and non-R&D-intensive industries and performed the same analysis. As a result, the innovation efficiency has a significant positive effect on operating margin in both industries. However, the effect of innovation efficiency on the operating cash flow is only significant in R&D-intensive industries. This study suggests that the effects of innovation efficiency are more consistent in the R&D-intensive industry. Additionally, we divided the high patent application and low patent applications industries and performed the same analysis. As a result, the innovation efficiency has a significant positive effect on operating margin in both industries. This study suggests that the effects of innovation efficiency are more consistent in the high patent application industry. We show that a firm's innovation efficiency is a critical factor for a firm's performance, while prior studies on the R&D performance have not considered the innovation efficiency of each firm. The evidence suggests that firms not only consider R&D expenditures but also improve the performance of companies by increasing innovation efficiency. Investors need to consider their innovation efficiency when evaluating the value of firms.

A Study on the Management Efficiency of 'Da U' Sesame Farms in Yangpyeong County (양평군 다유들깨 농가의 경영 효율성 분석)

  • Piao, Shi-Yong;Kim, Sang-Man;Sun, Yu-Cong;Jin, Xuan-You;Lee, Jin;Lee, Jong-In
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.21 no.1
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    • pp.504-511
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    • 2020
  • This paper studies the operational efficiency of the new sesame variety "da u" farmed by the Rural Development Administration. In the survey area--Gyeonggi-do Province, where sesame cultivation was the most intensive. Thirty farmers were surveyed by rural enterprises in the Yangpyeng area where 'da u' was planted. The efficiency of the operation was analyzed by studying the data of 30 farmers. In order to analyze the operational efficiency of the farmers, this survey used the DEA model for analysis in order to determine the technical efficiency of farmers. The result shows that the DEA technical efficiencies of most farmers are efficient, and only 6 farmers are inefficient. The reason for the inefficiency is the high cost of input factors. To analyze the determinants of efficiency through the Tobit model, reducing the pesticides and general fertilizers led to increased technical efficiency. This is inefficient use of pesticides and general fertilizers relative to the output factor, and efficient methods should reduce the cost issues.

Dynamic Efficiency Analysis of Korean HRD Programs using Data Envelopment Analysis (DEA 방법론 활용을 통한 국가 HRD사업에 대한 동태적 효율성 분석)

  • Lee, Jung-Mann
    • Journal of Digital Convergence
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    • v.10 no.2
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    • pp.63-71
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    • 2012
  • This paper investigates efficiency analysis to IT HRD programs in the dynamic perspective. First, empirical result shows that government fund of IT research center is significantly associated with SCI thesis and the more trial goods and SW development is connected with the more patent and technology transfer. Second, ITRC program has been operated efficiently since 2000. Finally, dynamic efficiency analysis implicates that ITRC program is more efficient than other IT SoC program and foreign student support program. The reason why ITRC program is more efficient is generated not from the effect of imitation by catch-up strategy to developed HRD programs, but new operation system introducing and utilizing HRD performance system.

Efficiency Analysis of Defense Industry Company Using DEA and Super-SBM (DEA와 Super-SBM을 이용한 국내 방위산업체 효율성 분석)

  • Baek, Ji-Hyun
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.21 no.8
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    • pp.130-139
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    • 2020
  • The defense industry is a future-oriented industry, in which high-tech technologies are concentrated. In addition, it is a key industry for maintaining national security, and the R&D of the defense industry is very important. With the introduction of a competitive system by defense industry companies, the necessity of improving the efficiency and productivity of defense industry companies is emerging. In this study, the efficiency of the defense industry was measured using the CCR and BCC model. In addition, super efficiency was derived using the Super-SBM model. For this study, the 2019 defense industry management analysis data of the Korea Defense Industry Association (KDIA) was used, and the analysis was performed by setting the number of researchers and investments of domestic defense industry companies as the input variables and sales as the output variables. Through this study, it is expected that the defense industry's R&D efficiency will be grasped, which will help establish a policy for fostering the defense industry in the future.

Improving Efficiency of Encrypted Data Deduplication with SGX (SGX를 활용한 암호화된 데이터 중복제거의 효율성 개선)

  • Koo, Dongyoung
    • KIPS Transactions on Computer and Communication Systems
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    • v.11 no.8
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    • pp.259-268
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    • 2022
  • With prosperous usage of cloud services to improve management efficiency due to the explosive increase in data volume, various cryptographic techniques are being applied in order to preserve data privacy. In spite of the vast computing resources of cloud systems, decrease in storage efficiency caused by redundancy of data outsourced from multiple users acts as a factor that significantly reduces service efficiency. Among several approaches on privacy-preserving data deduplication over encrypted data, in this paper, the research results for improving efficiency of encrypted data deduplication using trusted execution environment (TEE) published in the recent USENIX ATC are analysed in terms of security and efficiency of the participating entities. We present a way to improve the stability of a key-managing server by integrating it with individual clients, resulting in secure deduplication without independent key servers. The experimental results show that the communication efficiency of the proposed approach can be improved by about 30% with the effect of a distributed key server while providing robust security guarantees as the same level of the previous research.

Analysis of R&D Efficiency according to the Characteristics of National Research Projects in Culture Technology Sector (문화기술(CT) 분야 국가연구과제 특성에 따른 R&D 효율성 분석)

  • Yoon, Sangpil;Son, Hosung
    • The Journal of the Korea Contents Association
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    • v.22 no.5
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    • pp.383-392
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    • 2022
  • Culture technology is contributing to the creation of new values through convergence with other industries. The government is also actively investing in R&D in this field to secure competitiveness. In this study, the R&D efficiency of culture technology is analyzed by characteristics. Data envelopment analysis and non-parametric tests are performed on 968 national research projects in 2016-2019. As a result, it is confirmed that there are a difference in R&D efficiency according to the characteristics of national research projects in culture technology sector. This suggests that when planning national research projects for culture technology, these characteristics should be taken into consideration and strategically promoted.