• 제목/요약/키워드: efficiency Analysis

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DEA Window 분석을 이용한 국내 온라인 게임 기업의 운영 효율성 평가 (Measuring Operational Efficiency of Korean Online Game Companies with DEA Window Analysis)

  • 전훈;이학연
    • 한국경영과학회지
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    • 제39권3호
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    • pp.23-40
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    • 2014
  • This paper measures the operational efficiency of domestic online game companies and analyze its trends and patterns by using data envelopment analysis (DEA). DEA is a non-parametric approach to measuring the relative efficiency of decision-making units (DMUs) with multiple inputs and outputs. 14 online game companies are selected as DMUs and three inputs (number of employees, capital and asset) and three outputs (sales, operating profit and net profit) are selected as DEA variables. First, the output-oriented BCC model and super-efficiency model are employed to measure the static operational efficiency of the online game companies from 2003 to 2012. We also conduct the dynamic analysis with DEA window model to capture the trends of their operational efficiency influenced by internal and external environmental changes. The results are expected to provide fruitful implications for strategic decision making of online game companies and policy making for the online game industry.

육군 보급수송대대 효율성 측정에 관한 연구 (A Study on Measuring the Efficiency of the Army Supply-Transportation Battalions)

  • 서미영;송영일
    • 한국국방경영분석학회지
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    • 제36권2호
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    • pp.85-106
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    • 2010
  • 최근 정부가 공공부문에 대해 저비용, 고효율을 지속적으로 요구해 옴에 따라 국방부문도 효율성 개선을 위한 노력을 하고 있다. 그러나 군수부대의 효율적 운영에 대한 계량적 분석이 없는 실정으로, 본 연구는 군수부대의 효율적 경영 여부를 평가하기 위한 방법을 제시하고자 한다. 이를 위해 기존 선행연구 고찰을 통해 보급부대의 효율성 평가에 적절한 변수를 선정하여 제시하고, 공공부문 효율성 측정에 유용한 DEA(Data Envelopment Analysis)기법을 활용하여, 야전 보급부대를 대상으로 효율성을 평가한 후 비효율적 조직의 효율성 개선을 위한 방안을 제시하고자 한다.

건축공사감리 문서 기반 연관규칙 및 비용효율성 분석 모델 (A Study on Association Rule and Cost Efficiency Analysis Model Using Construction Supervision Reports)

  • 송태근;유위성
    • 한국건축시공학회:학술대회논문집
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    • 한국건축시공학회 2023년도 봄 학술논문 발표대회
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    • pp.389-390
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    • 2023
  • To improve the cost performance of construction sites, various systems and standards are constantly being developed and implemented. Although legal requirements for these system and standard improvements have been increasing, the cost efficiency performance of construction sites remains stagnant. We have digitized documents generated through construction supervision work at 39 building construction sites and proposed a model that can support decision-making in cost efficiency evaluation. This model selects key keywords that are considered to be highly related to cost efficiency by identifying the patterns and relationships of keywords through associated rule analysis and social network analysis using keywords derived from documents. In addition, it is expected to be used as a decision-making aid to determine the cost efficiency of a specific building construction site by establishing a logistic regression model using core keywords. As a systematic database of construction supervision documents and an integrated system of massive data generated by digital technology are established in the future, the accuracy and reliability of the cost efficiency evaluation model are expected to be reinforced.

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DEA를 이용한 통신 사업자의 효율성 측정에 관한 연구

  • 김찬규;김현종
    • 한국경영과학회:학술대회논문집
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    • 한국경영과학회 2001년도 추계학술대회 논문집
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    • pp.213-217
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    • 2001
  • This paper deals with the estimation of efficiency of Telecommunication Operators(TOs) using DEA (Data Envelopment Analysis). The measure of efficiency using DEA accomplishes next two steps. First, the efficient frontier is derived using the data of input and output. And then the efficiency of the decision making units are measured by the distances from this frontier To measure efficiency, we consider a one-output, three-input production function. We use the tangible assets, investment cost, the number of employees for input data and measure the output by the revenue. After measuring the efficiency, We can compare the domestic TOs with the international TOs and the wire TOs with wireless ones by average efficiency. After accomplishing the analysis of efficiency, the internal/external efficiency is measured simultaneously through correlation between efficiency and profitability, quality level.

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친환경농가와 관행농가의 경영효율성에 관한 연구: 딸기와 토마토를 중심으로 (An Analysis of Economic Efficiency of Environmental Friendly Farms and Conventional Farms : the Case of Strawberries and Tomatoes farms)

  • 한별;양성범
    • 한국유기농업학회지
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    • 제25권4호
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    • pp.679-697
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    • 2017
  • This study analyzes an economic efficiency of environmental friendly farm and conventional farm using the data envelopment analysis (DEA). We compare the economic efficiency of Environmental Friendly farm and Conventional farm. We also analyze the effects of some explanatory variables on allocative efficiency (AE), pure technology efficiency (PTE) and scale efficiency (SE). In the case of strawberries farm, environmental friendly farm has higher overall efficiency (OE) than conventional farm. But tomatoes farm has higher overall efficiency (OE) than conventional farm. And We measure returns to scale of farms. Most strawberries and tomatoes farms showed Increasing to Scale (IRS).

가중효율을 적용한 2-Stage Boost 컨버터 최적효율 운전 연구 (Optimal Efficiency Operation of 2-Stage Boost Converter With Weighted Efficiency)

  • 김승민;김동희
    • 전력전자학회논문지
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    • 제26권4호
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    • pp.285-293
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    • 2021
  • An optimal operation method based on weighted efficiency for a two-stage boost converter is proposed in this study. Detailed loss analysis of the converter is performed to derive the optimal operation method according to the load and input voltage fluctuations, and the optimal DC-bus voltage is derived by applying the weighted efficiency method. The proposed method can satisfy optimal efficiency in the main operation region without a complicated control method. Using 1kW typical two-stage boost converter and is verified three types of weighted efficiency formulas and loss analysis are utilized to derive high-efficiency optimal DC-bus voltage from each load range.

R&D 능률성 측정 DEA모형의 개발 (Development of the DEA Model for Measuring R&D Efficiency)

  • 조정식;안기현;강일중;권철신
    • 한국경영과학회:학술대회논문집
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    • 한국경영과학회 2007년도 추계학술대회 및 정기총회
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    • pp.141-144
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    • 2007
  • This research aims to propose model for measuring the efficiency of R&D organizations by using Data Envelopment Analysis. In existing research about using Data Envelopment Analysis, the types of R&D organizations have not been clarified and the difference between analysis time from measurement time is usually $4{\sim}5$ years. This research divides R&D organizations into three types and provides proper methods for measuring the efficiency of each R&D organizations.

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소수력수차의 효율측정과 분석사례 (Hydraulic Efficiency measurement of small turbine and example of it's analysis)

  • 김응태;정용채;박장원
    • 유체기계공업학회:학술대회논문집
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    • 유체기계공업학회 2005년도 연구개발 발표회 논문집
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    • pp.748-756
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    • 2005
  • The Purpose of this writing is a presentation of small turbine efficiency measuring method, applicable new technology, and several analysis result for real turbine. Measurement methods of hydraulic efficiency written in here are extracted from small turbine applicable international code(IEC, ASME). It includes brief synopsis of 'Current meter method' and 4 other methods and ASFM as a new small turbine applicable technology. And several analysis of test result are for recently performed domestic small turbine result in korea. Through this presentation of extracted code, I hope that it make other small turbine concerner be familiar to perform an efficiency test. for small turbine. And, some analysis of that, make other to feel the importance of efficiency test.

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SI 프로젝트의 효율성 평가를 위해 자료포괄분석과 기계학습을 결합한 하이브리드 분석 (A Hybrid Approach Combining Data Envelopment Analysis and Machine Learning to Evaluate the Efficiency of System Integration Projects)

  • 홍한국;하성호;박상찬
    • Asia pacific journal of information systems
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    • 제10권1호
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    • pp.19-35
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    • 2000
  • Data Envelopment Analysis(DEA), a non-parametric productivity analysis tool, has become an accepted approach for assessing efficiency in a wide range of fields. Despite of its extensive applications, some features of DEA remain bothersome. DEA offers no guidelines to where relatively inefficient DMU(Decision Making Unit) improve since a reference set of an inefficient DMU consists of several efficient DMUs and it doesn't provide a stepwise path for improving the efficiency of each inefficient DMU considering the difference of efficiency. We aim to show that DEA can be used to evaluate the efficiency of System Integration Projects and suggest the methodology which overcomes the limitation of DEA through hybrid analysis utilizing DEA along with machine learning.

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DEA를 이용한 식자재유통 및 급식기업의 효율성 분석 (Analysis on Efficiency of Food Material Distributors and Food Service Companies by DEA)

  • 민하나;김석운;최규완
    • 한국식생활문화학회지
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    • 제31권4호
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    • pp.339-347
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    • 2016
  • With the interest on operational efficiency due to the rapid growth of food material distribution industry and food service industry, the study adopts DEA (Data Envelopment Analysis) model and examines to measure the technological, pure technical and scale efficiency those companies engaging in the food material distribution and food service business. As a result of analysis, the companies operating integrated business have relatively higher efficiency than those operating only food material distribution or food service companies while the result indicates that three efficiencies don't have significant difference depending on whether affiliated companies or not. In the results from the measuring by DEA.