• Title/Summary/Keyword: efficiency Analysis

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

  • Chun, Hoon;Lee, Hakyeon
    • Journal of the Korean Operations Research and Management Science Society
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    • v.39 no.3
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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.

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

  • Seo, Me-Young;Song, Yong-Il
    • Journal of the military operations research society of Korea
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    • v.36 no.2
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    • pp.85-106
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    • 2010
  • Recently, government is endeavoring for Defense Ministry unit's efficiency improvement according as requires low cost, high effectiveness continuously about public sector. But, by real condition that measuring analysis about logistical corps'(LOG) efficient operation is not, this study was done to present method to estimate efficient management availability of logistical corps(LOG). Presents choosing variable that is suitable in Quartermaster Corps' efficiency estimation for this through existing virtue study investigation, and takes advantage of DEA (Data Envelopment Analysis) technique that divert in public sector efficiency measurement, I wish to present plan for inefficient organization's efficiency improvement after evaluate efficiency to Quartermaster Corps.

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

  • Song, Tae-Geun;Yoo, Wi Sung
    • Proceedings of the Korean Institute of Building Construction Conference
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    • 2023.05a
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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
    • Proceedings of the Korean Operations and Management Science Society Conference
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    • 2001.10a
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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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An Analysis of Economic Efficiency of Environmental Friendly Farms and Conventional Farms : the Case of Strawberries and Tomatoes farms (친환경농가와 관행농가의 경영효율성에 관한 연구: 딸기와 토마토를 중심으로)

  • Han, Byeol;Yang, Sung-Bum
    • Korean Journal of Organic Agriculture
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    • v.25 no.4
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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).

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

  • Kim, Seung-Min;Kim, Dong-Hee
    • The Transactions of the Korean Institute of Power Electronics
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    • v.26 no.4
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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.

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

  • Cho, Jeong-Sik;Ahn, Ki-Hyun;Kang, Ii-Jung;Kwon, Cheol-Shin
    • Proceedings of the Korean Operations and Management Science Society Conference
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    • 2007.11a
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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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Hydraulic Efficiency measurement of small turbine and example of it's analysis (소수력수차의 효율측정과 분석사례)

  • Kim, Eung-Tae;Jung, Yong-Chea;Park, Jang-Won
    • 유체기계공업학회:학술대회논문집
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    • 2005.12a
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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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A Hybrid Approach Combining Data Envelopment Analysis and Machine Learning to Evaluate the Efficiency of System Integration Projects (SI 프로젝트의 효율성 평가를 위해 자료포괄분석과 기계학습을 결합한 하이브리드 분석)

  • Hong, Han-Kuk;Ha, Sung-Ho;Park, Sang-Chan
    • Asia pacific journal of information systems
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    • v.10 no.1
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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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Analysis on Efficiency of Food Material Distributors and Food Service Companies by DEA (DEA를 이용한 식자재유통 및 급식기업의 효율성 분석)

  • Min, Ha-Na;Kim, Suk-Woon;Choi, Kyu-Wan
    • Journal of the Korean Society of Food Culture
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    • v.31 no.4
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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.