• Title/Summary/Keyword: DEA 효율성

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Empirical Study of Competitive Factor and Curriculum in University for Logistician (물류전문인력 양성에 필요한 대학 교과목 및 경쟁요인에 대한 실증분석)

  • Hong, Seock-Jin;Han, Ji-Young
    • Journal of Korean Society of Transportation
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    • v.23 no.8 s.86
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    • pp.77-87
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    • 2005
  • The demand for specialized human resources capable of bringing about highly advanced logistics systems and the integration of logistics centers situated in local hubs, has been on the rise. Logistics industry requires more of a systematic mind set, endless innovation, and the navigation of uncharted waters than the logistics industry. This study lays out the reasons for the importance of developing human resources in the logistics industry, and then carries out an evaluation of the current state of human resources development in that particular field in Korea. This study found that there is not only a shortage in terms of the courses needed to develop the skills required to carry out the core activities associated with the logistics sector, but also that students' ability to speak English and Chinese, which are ubiquitous in the international logistics industry, was also wanting. There is a need for the study of logistics at the university level to be based on practical applications rather than theoretical ones.

Current Status and Management Plan of the Bed Material Management System (하상재료관리시스템 구축 현황 및 관리방안)

  • Lee, Han Yong;Lee, Sung Ho;Kim, Seon Woo;Lee, Chung Dea
    • Proceedings of the Korea Water Resources Association Conference
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    • 2022.05a
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    • pp.432-432
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    • 2022
  • 하천의 하상재료는 토양 유실량 및 유사량 산정, 유사이송, 하상변동, 하천환경 등 여러 분야에 영향을 미친다. 하상재료는 강수 및 유량 등 여러특성들의 상호작용으로 인해 지속적으로 변화하며, 하천 분야의 각종 해석 및 영향 평가 등에 이용되는 활용성을 감안하여 하상재료는 체계적인 관리시스템이 필요하다고 판단된다. 효율적인 하상재료 관리를 위하여 한국수자원조사기술에서 수행한 하천유역조사, 유사량조사, 하도변화 모니터링 사업을 통해 수집된 자료를 활용하였다. 국내 109개 하천(한강권역 39개 하천, 낙동강권역 23개 하천, 금강 34개 하천, 섬진강 5개 하천, 영산강 8개 하천)에 대한 자료를 수집하고 분석하여 하상재료관리시스템(Bed Material Management System, BMMS)을 구축하였다. BMMS는 GIS 기반으로 구축된 시스템으로 관리, 표출 및 분석이 가능하며 하상재료의 위치정보, 하상재료 성분비 및 유효경 등 총 11개로 구성되어 있다. 하상재료조사는 시료채취 방법과 표층조사 방법으로 조사하였으며, 시료채취는 체가름 시험과 비중 시험을 이용하였고 표층조사는 BASEGRAIN 프로그램을 이용한 표층 영상분석을 통해 입도분포, 입경가적곡선 등을 나타내었다. 향후 이용자의 편의성을 위한 방안을 모색 중에 있으며, 하천별 하상재료 분석자료를 정기적으로 축척하여 국내 하천의 지역적 특성을 고려한 매개변수 산정 및 최적화에 도움이 될 것이라 판단된다.

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An Empirical Study on the Measurement of Clustering and Trend Analysis among the Asian Container Ports Using Self Organizing Maps based on Neural Network and Tier Models (자기조직화지도 신경망 모형과 Tier 모형을 이용한 아시아컨테이너항만의 클러스터링측정 및 추세분석에 관한 실증적 연구)

  • Park, Rokyung
    • Journal of Korea Port Economic Association
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    • v.30 no.1
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    • pp.23-55
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    • 2014
  • The purpose of this paper is to show the clustering trend and to choose the clustering ports for 3 Korean ports(Busan, Incheon and Gwangyang Ports) by using the self organizing maps based on neural network(SOM) and Tier models for 38 Asian ports during 11 years(2001-2011) with 4 input variables(birth length, depth, total area, and number of crane) and 1 output variable(container TEU). The main empirical results of this paper are as follows. First, clustering results by using SOM show that 3 Korean ports[Busan(26.5%), Incheon(13.05%), and Gwangyang(22.95%) each]can increase the efficiency. Second, according to Tier model, Busan(Hongkong, Sanghai, Manila, and Singapore), Incheon(Aden, Ningbo, Dabao, and Bangkog), and Gwangyang(Aden, Ningbo, Bangkog, Hipa, Dubai, and Guangzhou) should be clustered with those ports in parentheses. Third, when both SOM and Tier models are mixed, (1) efficiency improvement of Busan Port is greater than those of Incheon and Gwangyang ports. (2) Incheon port has shown the slow improvement during 2001-2007, but after 2008, improvement speed was high. (3) improvement level of Gwangyang port was high during 2001-2003, but after 2004, improvement level was constantly decreased. The policy implication of this paper is that Korean port policy planner should introduce the SOM, and Tier models with the mixed two models when clustering among the Asian ports for enhancing the efficiency of inputs and outputs.

A Relay Node Selection Method of Vehicle Safety Messages for Protecting Traffic Accidents (교통사고 예방을 위한 차량안전메시지 중계노드 선택방법)

  • Yu Suk-Dea;Lee Moon-Kun;Cho Gi-Hwan
    • Journal of the Institute of Electronics Engineers of Korea TC
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    • v.43 no.9 s.351
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    • pp.60-68
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    • 2006
  • Using the wireless communication among unacquainted vehicles, an intelligent vehicle safety system can be constructed to exchange vehicle safety-related information, such as urgency stop, traffic accident and road obstacles. In the majority of vehicle safety applications, vehicle safety messages are propagated in the form of broadcast. However, this approach causes some effectiveness and performance problems with massive radio collision, multi-hop propagation. This paper presents a priority based relay node selection method for propagating vehicle safety messages of traffic accident protection system. With this method, vehicle safety messages are relayed by a node that locates in proper distance out of the nodes that are included in the radio transmission range. By decreasing the number of duplicated messages, the packet overhead is lessened while the communication performance is raised. The proposed method was proven to be better than other schemes through network simulations.

The Analysis of Efficiency and Productivity of the Quality of Global Automobile Brands from the Customer's Perspective: Luxury vs. Mainstream Brand (고객의 관점에서 바라본 글로벌 자동차 브랜드 품질의 효율성 및 생산성 분석: 고급 vs. 일반 브랜드)

  • Kim, Hyun Jung;Kim, Changhee;Choi, Kangwha
    • Journal of Korean Society for Quality Management
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    • v.44 no.4
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    • pp.771-784
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    • 2016
  • Purpose: The purpose of this study is to analyze the efficiency and productivity of the quality by integrating the product quality and service quality of global automobile brands from the customer's perspective. Methods: In this study, the data from JD Power and GoodCarBadCar.net were used to analyze the efficiency and productivity of a total of 24 automobile brands (10 luxury brands and 14 mainstream brands) between 2009 and 2013. For this, DEA (Data Envelopment Analysis) and MPI (Malmquist Productivity Index) were used. Results: The mean efficiency of the quality of global automobile brands were 0.725 for luxury brands and 0.587 for mainstream brands, which suggests generally higher efficiency for luxury brands. The productivity of the quality of global automobile brands increased by 16.1% for luxury brands while it decreased by 3.1% for mainstream brands. Conclusion: The study provides a theoretical implication in that it emphasized the efficiency of the quality viewed from the customer's perspective, and investigated the quality of the product and that of service in an integrative manner. In addition, this study provides also a practical implication in that it suggests how to set the sales goal by the brand and how to manage according to the characteristics of the brand to the managers of automobile manufacturers.

Consortium Blockchain and Machine Learning Design for Efficient Government fund expenditure in Untact Era (Untact 시대의 효율적인 정부자금 지출을 위한 Consortium Blockchain과 Machine Learning 설계)

  • Oh, Rag-seong;Park, Dea-woo
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.25 no.2
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    • pp.178-186
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    • 2021
  • COVID-19 occurred in China in December 2019 and spread to the world. Untact culture becoming commonplace due to the spread of COVID-19, is accelerating digital transformation across society. The government is increasing government fund to overcome national crisis situations such as COVID-19. In order to efficiently execute these government funds, the government and policy financial institutions need to come up with two measures. One is to establish a transparent government fund execution process, and the other is to secure the objectivity of the review process. In this paper, to solve this problem, we designed the execution process of government funds from the government to end users with Consortium Blockchain, and designed a machine learning algorithm for internal review of policy financial institutions. The research data proposed in this paper will be helpful in setting the future government policy direction for government fund execution.

Evaluation on the Technique Efficiency of Annual Chestnut Production in South Korea (임업생산비통계를 이용한 연도별 밤 생산량의 기술효율성 평가)

  • Won, Hyun-Kyu;Jeon, Ju-Hyeon;Kim, Chul-Woo;Jeon, Hyun-Sun;Son, Yeung-Mo;Lee, Uk
    • Journal of Korean Society of Forest Science
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    • v.105 no.2
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    • pp.247-252
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    • 2016
  • This study was conducted to evaluate the technical efficiency of Annual Chestnut production in South Korea. In this study, technical efficiency is the maximum possible production for which a certain amount of costs is inputted. For analysis on the technical efficiency we used output-oriented BCC Model, and then we analyzed correlation among input costs, production, gross income, net income, and market price per unit in order to determine the cause of variation in the technical efficiency. As study materials, we used statistics for the forestry production costs for 7 years from 2008 to 2014. The study results showed that the maximum possible production and actual production in 2008, 2009, and 2010 were 1,568 kg, 1,745 kg, and 1,534 kg by hectares in the order which were the same values. Consequently, the technical efficiency of those was all evaluated as 1.00. On the other hand, actual production from 2011 to 2014 was 1,270 kg 1,047 kg, 1,258 kg, and 1,488 kg by hectares in the order and the maximum possible production was 1,524 kg, 1,467 kg, 1,635 kg, and 1,637 kg by hectares in the analysis. From those values, the technical efficiency was evaluated in the following order:0.83, 0.71, 0.75, 0.91. The lowest value of the technical efficiency was 0.71 in 2012, and the values of this increased gradually since 2013. It is indicated that the cause of variation in the technical efficiency was related to the relationship between production and market price, and there was a negative correlation with r = -0.821 (p<0.05). The level of maximum available production per unit area was between 1,488kg in lower limit and 1,745 kg in upper limit, and the average was turned out as 1,548 kg.

Design and Implementation of National Language Ability Test System using Korean Style Internet-Based Test added Middle-Server (미들서버방식 한국형 IBT를 이용한 국가언어능력평가 시스템의 설계 및 구현)

  • Chang, Young-Hyun;Park, Dea-Woo
    • Journal of the Korea Society of Computer and Information
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    • v.16 no.9
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    • pp.185-192
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    • 2011
  • The purpose of this paper is to propose the design and implementation of a korean style internet-based test system on the basis of efficiency and stability for middle server. The current assessment system has some unstable elements with regard to transmission procedure, cost, system load and stability. This paper proposes a series of activities for the performance improvement of korean style internet-based test system which finally produced various excellent results in the administration of expense control, human resources, and special operational affairs. The proposed system's technological factors using middle server have been tested through a basic simulation pilot system. Actual development procedure starts from the analysis required by improving the shortcomings of existing internet-based test systems. A efficiency comparison with existing system and newly developed system was made in the area of number of operators, abnormal processing, system maintenances. Korean style internet-based test system using middle server has shown great efficiency increased to the maximum of 2 times about the effectiveness of processing for various parts. The korean style internet-based test system using middle server have been given good evaluations with regard to the convenience of their use and the management system for operators and supervisors.

A Study on the Asia Container Ports Clustering Using Hierarchical Clustering(Single, Complete, Average, Centroid Linkages) Methods with Empirical Verification of Clustering Using the Silhouette Method and the Second Stage(Type II) Cross-Efficiency Matrix Clustering Model (계층적 군집분석(최단, 최장, 평균, 중앙연결)방법에 의한 아시아 컨테이너 항만의 클러스터링 측정 및 실루엣방법과 2단계(Type II) 교차효율성 메트릭스 군집모형을 이용한 실증적 검증에 관한 연구)

  • Park, Ro-Kyung
    • Journal of Korea Port Economic Association
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    • v.37 no.1
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    • pp.31-70
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    • 2021
  • The purpose of this paper is to measure the clustering change and analyze empirical results, and choose the clustering ports for Busan, Incheon, and Gwangyang ports by using Hierarchical clustering(single, complete, average, and centroid), Silhouette, and 2SCE[the Second Stage(Type II) cross-efficiency] matrix clustering models on Asian container ports over the period 2009-2018. The models have chosen number of cranes, depth, birth length, and total area as inputs and container TEU as output. The main empirical results are as follows. First, ranking order according to the efficiency increasing ratio during the 10 years analysis shows Silhouette(0.4052 up), Hierarchical clustering(0.3097 up), and 2SCE(0.1057 up). Second, according to empirical verification of the Silhouette and 2SCE models, 3 Korean ports should be clustered with ports like Busan Port[ Dubai, Hong Kong, and Tanjung Priok], and Incheon Port and Gwangyang Port are required to cluster with most ports. Third, in terms of the ASEAN, it would be good to cluster like Busan (Singapore), Incheon Port (Tanjung Priok, Tanjung Perak, Manila, Tanjung Pelpas, Leam Chanbang, and Bangkok), and Gwangyang Port(Tanjung Priok, Tanjung Perak, Port Kang, Tanjung Pelpas, Leam Chanbang, and Bangkok). Third, Wilcoxon's signed-ranks test of models shows that all P values are significant at an average level of 0.852. It means that the average efficiency figures and ranking orders of the models are matched each other. The policy implication is that port policy makers and port operation managers should select benchmarking ports by introducing the models used in this study into the clustering of ports, compare and analyze the port development and operation plans of their ports, and introduce and implement the parts which required benchmarking quickly.

A Case Study of Air Ball Blasting Method (에어볼 발파공법에 의한 진동 및 폭음 계측연구)

  • Lee Shin;Kim Sang-Wook;Kang Dea-Woo
    • Explosives and Blasting
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    • v.23 no.2
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    • pp.15-21
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    • 2005
  • Already, VARI-STEM, CAS-BAG, POWER DECK etc. are used by various blasting methods to take the advantage of air decking technology in abroad. This study analyzed the application and the effect of Air ball blasting method in domestic blasting area. It is shown that blasting vibration was showed decrease about $30\~40\%$ and quantities of explosives was shown decrease about $20\~25\%$. Also, in the case of using air ball blasting method, it is found for airblast to be lower than common blasting method.