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A Study on the Efficiency Analysis of IT Service Companies Using Meta Frontier and the Determinants of Efficiency Using Tobit Model (Meta Frontier를 이용한 국내 IT서비스기업의 효율성 분석 및 Tobit 모형을 이용한 효율성 결정요인 분석에 대한 연구)

  • Shin, Minsoo;Park, Jiyong
    • Journal of Information Technology Services
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    • v.16 no.4
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    • pp.15-31
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    • 2017
  • This study analyzes 45 Korea IT service companies from 2012 to 2016 using DEA analysis. Large enterprises, medium enterprises and small and medium enterprises (SMEs). CCR model and BCC model were used for efficiency analysis. Among the various analytical objects, the decision objects which yield the maximum output with minimum input are compared with other analysis objects. The relative inefficiency was measured through this, and Technical Efficiency (TE), Pure Technology Efficiency (PTE), Scale Efficiency (SE), scale profit, reference frequency were analyzed. Also, we analyzed the Technology Gap Ratio (TGR), which is the distance between production function and Meta-Frontier for each firm, using Meta-Frontier analysis. Finally, the Tobit model is used to analyze the sources of efficiency and inefficiency. The inputs are assets, capital, and employees, and the output factor is sales. The analysis shows that large firms are achieving technological achievements more efficiently than small and medium enterprises. As a result, medium-sized enterprises and SMEs can improve efficiency overall through efficient operation of workforce and appropriate combination of inputs such as assets and capital. Also, as a result of the influence factor analysis, it was found that the ratio of the managed asset ratio and the management cost ratio were significant factors influencing the efficiency of the IT service companies. This study suggests the efficiency analysis using DEA for many Korea IT service companies. Inefficient parts of each company are classified according to size and technology. Also, we identify the most efficient companies and analyze the causes of those companies whose profits are lower than their size.

차세대 배선공정을 위한 Inductively Coupled Plasma Assisted Magnetron Sputtering을 이용한 텅스텐 막막 특성에 관한 연구

  • Lee, Su-Jeong;Kim, Tae-Hyeong;Ji, Yu-Jin;Byeon, Ji-Yeong;Lee, Won-O;Yeom, Geun-Yeong
    • Proceedings of the Korean Institute of Surface Engineering Conference
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    • 2018.06a
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    • pp.125-125
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    • 2018
  • 반도체 소자의 미새화에 따라 선폭이 10nm 이하로 줄어듦에 따라, 금속 배선의 저항이 급격하게 상승하고 있다. Cu는 낮은 저항과 높은 전도도를 가지고 있어 현재 배선물질로써 가장 많이 사용되고 있지만, 소자가 미세화됨에 따라 Cu를 미래의 배선물질로써 계속 사용하기에는 몇 가지 문제점이 제기되고 있다. Cu는 electron mean free path (EMFP)가 39 nm로 긴 특성을 가지기 때문에, 선폭이 줄어듦에 따라 surface 및 grain boundary scattering이 증가하여 저항이 급격하게 증가한다. 또한, technology node에 따른 소자의 operating temperature와 current density의 증가로 인해 Cu의 reliability가 감소하게 된다. 텅스텐은 EMFP가 19 nm로 짧은 특성을 가지고 있어, 소자의 크기가 줄어듦에 따라 Cu보다 낮은 저항 특성을 가질 수 있으며, 녹는점이 3695K로 1357K인 Cu보다 높으므로 배선물질로써 Cu를 대체할 가능성이 있다. 본 연구에서는 Inductively Coupled Plasma (ICP) assisted magnetron sputtering을 통해 매우 얇은 텅스텐 박막을 증착하여 저항을 낮추고자 하였다. 고밀도 플라즈마의 방전을 위해, internal-type coil antenna를 사용하였으며 텅스텐 박막의 증착을 위해 DC sputter system이 사용되었다. 높은 에너지를 가진 텅스텐 이온을 이용하여 낮은 온도에서 고품위 박막을 증착할 수 있었으며, dense한 구조의 박막 성장이 가능하였다. ICP assisted를 이용하여 증착했을 때와, 그렇지 않을 때를 비교하여 ICP 조건에 따라서 박막의 저항이 감소함을 확인할 수 있었을 뿐만 아니라 최대 약 65% 감소함을 확인할 수 있었다. XRD를 이용하여 ICP power를 인가했을 때, 높은 저항을 갖는 A-15 구조를 가진 ${\beta}$ peak의 감소와 낮은 저항을 갖는 BCC 구조를 가진 ${\alpha}$ peak의 증가를 상온과 673K에서 증착한 박막 모두에서 확인하였으며, 이를 통해 ICP power가 저항 감소에 영향을 미친다는 것을 확인하였다. 또한, 두 온도 조건에서 grain size를 계산하여 ICP power를 인가함에 따라 두 조건 모두 grain size가 증가하였음을 조사하였다. 또한, XPS 분석을 통해 ICP power를 인가하였을 때 박막의 저항에 많은 영향을 끼치는 O peak이 감소하는 것을 통해 ICP assisted의 효과를 확인하였다. 이를 통해, ICP assisted magnetron sputtering을 통해 텅스텐 박막을 증착함으로써 차세대 배선물질로써 텅스텐의 가능성을 확인할 수 있었다.

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Effect of Fe, Mn Contents of Al-9wt%Si-0.3wt%Mg Alloys on the Thickness of Die Soldering Reaction Layer for SKD61 Die Steel (SKD61 금형강의 소착 반응층 두께에 미치는 Al-9wt%Si-0.3wt%Mg 합금의 Fe, Mn 영향)

  • Kim, Heon-Joo;Cho, Chi-Man;Jeong, Chang-Yeol
    • Journal of Korea Foundry Society
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    • v.29 no.4
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    • pp.169-175
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    • 2009
  • Effect of iron and manganese contents on die soldering reaction has been studied in Al-9wt.%Si-0.3wt.%Mg alloy. Ternary ${\alpha}_{hcp}-Al_8Fe_2Si$ and ${\alpha}_{bcc}-Al_8Fe_2Si$ intermetallic compounds formed by interaction diffusion between Al-Si-Mg system alloy melt and SKD61 die steel surface. Thickness of soldering reaction layer in die steel surface decreased as Fe and Mn contents of the melts increased : When Fe content of Al-9wt.%Si-0.3wt.%Mg melts at constant 0.5wt%Mn content was 0.15wt.%, 0.45wt.% and 0.6wt.%, thickness of soldered layer of each alloy was $64.5{\mu}m,\;57.3{\mu}m$ and $46.9{\mu}m$ respectively. For Mn content of the alloy melts at constant 0.45wt.%Fe content was 0.30wt.%, 0.50wt.% and 0.70wt.%, thickness of soldered layer of each alloy was $66.1{\mu}m,\;57.3{\mu}m$ and $48.3{\mu}m$ respectively.

An Analysis of the Productive Efficiency and Competitive Strength of Container Ports using the DEA, Super-efficiency, and FDH Methods

  • Park, Ro-Kyung
    • Journal of Korea Port Economic Association
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    • v.18 no.1
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    • pp.3-26
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    • 2002
  • The purpose of this paper is to Investigate the productive efficiency and competitive strength of world container ports using the DEA, Super-efficiency, and FDH methods with the raw data from previous research by Jun et al.(1993). The super-efficiency measure examines the maximal radial change In input, outputs for an observation to remain efficient. Therefore, it provides a means of distinguishing between efficient observations, which would otherwise seem identical. FDH provides a good test mechanism for examining the practical implications of the choice available among alternative efficiency measures and orientations, because of the lack of convexity of its production possibility set. Both methods are complementary to DEA. This paper follows the traditional productivity analysis method overcoming the limitation of previous studies by using the DEA, FDH and Super-efficiency methods, and proposing in measure the relative competitive strength of worldwide container ports. The main empirical results of this paper are as follows: Firstly the ports of Singapore, Hongkong, Kilrung, Busan, Tokyo. and Longbeach were found to be efficient In the CCR model. The ports of Felixstowe, Bangkok, Singapore, Hongkong, Kilung, Busan, Tokyo, and Longbeach were found to be efficient in the BCC model. Secondly, super. efficiency rankings under CRS and input-oriented model are as follows: Longbeach, Keelung, Singapore, Busan, Tokyo, and Honkong. However, it was difficult In differenciate the rankings under the VRS and input-oriented model. due to major difficulties posed by the ports of Singapore, Hongkong, and Longbeach. Thirdly, the FDH method shows that the inefficient ports are Bremerhaven, Antwerp, Le Havre, Kobe, Seattle, New York The policy Implications of this study are as follows: Firstly, when port authorities want to measure the international competitive strength of container ports and enhance their productive efficiency, they should consider the traditional method as well as introducing the Super-efficiency and FDH methods. Secondly, according to the analysis results of the super-efficiency and FDH methods, poll authorities should recommend benchmarks ports and dominated ports as reference ports in order to enhance the productive efficiency of their container ports that have an efficiency rating of less than 1. Efficient ports whose efficiency ratings are over 1 in the Input-oriented Super-efficiency model should also consider the usage of input and output elements used by more efficient ports.

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Simulation of the irradiation effect on hardness of Chinese HTGR A508-3 steels with CPFEM

  • Nie, Junfeng;Lin, Pandong;Liu, Yunpeng;Zhang, Haiquan;Wang, Xin
    • Nuclear Engineering and Technology
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    • v.51 no.8
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    • pp.1970-1977
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    • 2019
  • Understanding the irradiation hardening effect of structural steels under various irradiation conditions plays an important role in developing advanced nuclear systems. Such being the case, a crystal plasticity model for body-centered cubic (BCC) crystal based on the density of dislocations and irradiation defects is summarized and numerically implemented in this paper. Based on this model, nano-indentation hardness of Chinese A508-3 steels with ion irradiation is calculated. Very good agreement is observed between simulation and experimental data of several different irradiation doses subjected to various operating temperatures, from which, it can be concluded that indentation hardness increases with increasing irradiation dose at both room temperature and high temperature. Consequently, the validity of this model has been proved properly, and furthermore, the model established in this paper could guide the study of irradiation hardening effect and temperature effect to some extent.

Efficiency analysis of agricultural machinery rental system using the DEA model (자료포락분석법을 이용한 농기계 임대사업의 효율성 분석)

  • Hong, Soon-Jung;Huh, Yun-Kun;Chung, Sun-Ok;Hong, Song-Hyun
    • Korean Journal of Agricultural Science
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    • v.39 no.2
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    • pp.279-289
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    • 2012
  • This study was conducted to survey and diagnose operation status of the agricultural machinery rental service, analyse and compare operational efficiency among 82 city and county ATDEC (agricultural technology development and extension center) using the DEA (Data Envelopment Analysis) method, and recommend future direction, for improvement of the business. Input variables were invested budget and labor, and output variable was rental return. Percentages of return to investment on the rental service were calculated as 68.3% and 63.9% when analyzed with CCR (Charnes, Cooper and Rhodes) and BCC (Banker, Charnes and Cooper) models, respectively, indicating inefficiency of the service operation. Increase of rental charge would increase efficiency by 63.9~68.3% depending on models, and decrease of financial and labor investment would improve the efficiency by about 11.3%. Technical efficiency would be more important than scale efficiency, therefore adjustment of over-invested budget and labor needed to be made together with increase of rental charge to improve the operation. Among the ATDECs providing the rental service, 6 (7.3%), 43 (52.4%), and 33 (40.2%) were in state of CRS (constant return to scale), IRS (increasing return to scale), and DRS (decreasing return to scale), respectively. These indicated public aspects of the rental system, over-investment, lack of output component for input component, meaning that scale income would be increased by qualitative expand of rental charge. Efficiency analysis of the rental system by region showed that efficient ATDECs to be benchmarked by others were in the order of DMU-70, DMU-54, DMU-29, DMU-5, DMU-22, DMU-2, and DMU-61. More comprehensive and extensive survey and analyses would be necessary in the future.

Numerical Study on Air Egress Velocity of Ancillary Room Pressurization Systems in Apartment Fires (공동주택 화재 시 부속실 가압 시스템의 방연풍속에 관한 수치해석적 연구)

  • Kim, Byeongjun;Yang, Ying;Shin, Weon Gyu
    • Fire Science and Engineering
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    • v.34 no.4
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    • pp.78-86
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    • 2020
  • In this study, numerical simulations were performed on the air egress velocity of pressurization systems in an ancillary room when a fire occurred in an apartment house. The relationship between the air supply flow rate of a damper and air egress velocity at a fire door is predicted to be linear. Additionally, a minimum flow rate of the damper, which meets national fire safety standards for air egress velocity, i.e., 0.7 m/s can be estimated. Air egress velocity at the fire door is analyzed according to the supply air direction and installation height of the damper. When the damper has an upward supply air direction and is installed at a high level, the egress velocity at the top section of the fire door is larger, whereas the soot concentration at the ancillary room is lower than when the supply direction of the damper is downward. Therefore, it is found that increasing the air egress velocity at the top section of the fire door helps to efficiently prevent the inflow of smoke.

Efficiency Analysis of Project Management Offices Using Bootstrap DEA (부트스트랩 자료포락분석을 이용한 프로젝트 관리 조직의 효율성 분석)

  • Ko, Joong-Hoon;Park, Sung-Hun;Bae, Eun-Song;Kim, Dae-Cheol
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.41 no.3
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    • pp.61-71
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    • 2018
  • The purpose of this study is to analyze the efficiencies of project management offices in large information system construction projects using the data envelopment analysis. In addition, we tried to estimate the confidence interval of those efficiencies using bootstrap DEA to give a statistical meaning. The efficiency by the CCR model is analyzed as eight project management offices are fully efficient and 22 project management offices are inefficient. On the other hand, there are 15 project management offices are fully efficient, but 15 project management offices are inefficient in the BCC model. As the result of the scale efficiencies, of the inefficient project management offices, 13 project management offices are inefficient in scale. It is possible to eliminate the inefficiency in the CCR model by improving their project performances. And, the nine project management offices showed that the inefficiency was due to pure technical efficiency, and these companies should look for various improvements such as improvement of project execution system and project management process. In order that the inefficient project management offices be efficient, it is analyzed that more efforts must be made for on-budget and on-time as a result of examining the potential improvement potentials of inefficient project management offices.

Synthesis of iron nitrides powders subjected to mechanical alloying (기계적 합금화 방법에 의한 질화철 분말의 합성)

  • 이충효
    • Journal of the Korean Crystal Growth and Crystal Technology
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    • v.9 no.5
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    • pp.516-520
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    • 1999
  • Mechanical alloying (MA) by planetary type ball mill of pure iron powders was carried out under the ammonia gas atmosphere. The powders of metastable iron nitrides was synthesized up to the nitrogen content of 23 at% N. The observed phases are identified as the super-saturated bcc solid solution for the nitrogen concentration below 14.5 at% N and the non-equilibrium hcp phase stable at high temperature for 20.8 at.% N. Magnetization of Fe-N powders gradually decreases with increasing the N concentration on contrast to the enhancement reported for the bct iron nitrides. Neutron diffraction experiments also provide detailed information concerning the local atomic structure surrounding the nitrogen atoms. The coordination number of Fe atom around a nitrogen atom for the iron nitride containing 9.5 at% N turns out to be 3.9 atoms. This suggests that a nitrogen atom is situated at a center of the tetrahedron formed by iron atoms.

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Deposition of Tungsten Thin Film on Silicon Surface by Low Pressure Chemical Vapor Deposition Method (저압 화학 기상 증착법을 이용한 실리콘 표면 위의 텅스텐 박막의 증착)

  • Kim, Seong Hun
    • Journal of the Korean Chemical Society
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    • v.38 no.7
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    • pp.473-479
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    • 1994
  • Tungsten thin film was deposited on p-(100) silicon substrate by using the LPCVD(low pressure chemical vapor deposition) technique. $WF_6$ was used as a source gas for tungsten and $SiH_4$ was used as a reducing gas for $WF_6$. Tungsten thin film was deposited by either SiH4 or Si substrate reduction of $WF_6$ under cold-wall condition and it was deposited by $SiH_4$ reduction of $WF_6$ under hot-wall condition. The crystal structure of deposited thin film under both conditions were identified to be bcc (body centered cubic). The physical and electrical properties of deposited thin films were investigated. The deposited film under hot-wall condition changed to $WSi_2$ film by the annealing under $800^{\circ}C.$ From the experimental results and theoretical considerations, the change of the crystal structure of the thin film by annealing was discussed. $WSi_2$ thin film, which was known to have good compatibility with Si substrate, could be produced under hot-wall condition although the film properties were superior under cold-wall condition.

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