• 제목/요약/키워드: AHP(analytical hierarchy process)

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신흥 기술의 단계적 벤치마킹을 위한 SOM, DEA와 AHP 방법의 순차 활용 (Sequential use of SOM, DEA and AHP method for the stepwise benchmarking of emerging technology)

  • Yu, Peng;Lee, Jang Hee
    • 지식경영연구
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    • 제13권5호
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    • pp.43-64
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    • 2012
  • Emerging technologies have significant implications in establishing competitive advantages and are characterized by continuous rapid development. Efficient benchmarking is more and more important in the development of emerging technologies. Similar input level and importance are two necessary criteria need to be considered for emerging technology's benchmarking. In this study, we proposed a sequential use of self-organizing map(SOM), data envelopment analysis(DEA) and analytical hierarchy process(AHP) method for the stepwise benchmarking of emerging technology. The proposed method uses two-level SOM to cluster the emerging technologies with similar required input levels together, then, in each cluster, uses DEA-BCC model to evaluate the efficiencies of the emerging technologies and do tier analysis to form tiers. On each tier, AHP rating method is used to calculate each emerging technology's importance priority. The optimal benchmarking path of each cluster is established by connecting the emerging technologies with the highest importance priority. In order to validate the proposed method, we apply it to a case of biotechnology. The result shows the proposed method can overcome difficulties in benchmarking, select suitable benchmarking targets and make the benchmarking process more efficient and reasonable.

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계층화 의사결정법을 이용한 방사선방호선택 대안결정에 관한 해석적 방법론 (An Analytical Methodology for Evaluating Radiological Protection Alternatives Using Analytical Hierarchy Process)

  • 사상덕
    • Journal of Radiation Protection and Research
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    • 제19권2호
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    • pp.99-107
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    • 1994
  • 방사선방호의 최적화 검토에 대하여 계층화 의사결정법에 의한 의사결정과정의 예시적 방법론이 제시되었다. ICRP Publ. 55의 우라늄 광산 환기시스템 결정 사례의 방호데이터를 이용하여 주어진 방호선택대안 가운데 최적안을 도출하는 과정을 나타내었다. 이 AHP 방법은 방사선방호의 최적안 결정에 있어 방사선방호 관리자 또는 의사 결정자가 이해하기 쉽고 간편한 방법으로 판단된다.

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A Production Method of Landslide Hazard Map by Combining Logistic Regression Analysis and AHP(Analytical Hierarchy Process) Approach Selecting Target Sites for Non-point Source Pollution Management Using Analytic Hierarchy Process

  • Lee, Yong-Joon;Park, Geun-Ae;Kim, Seong-Joon
    • 한국농공학회논문집
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    • 제49권3호
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    • pp.63-68
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    • 2007
  • The LRA(Logistic Regression Analysis) conducts a quantitative analysis by collecting a lot of samples and the AHP(Analytic Hierarchy Program) makes use of expert decision influenced by subjective judgment to a certain degree. This study is to suggest a combination method in mapping landslide hazard by giving equal weight for the result of LRA and AHP. Topographic factors(slope, aspect, elevation), soil dram, soil depth and land use were adopted to classify landslide hazard areas. The three methods(LRA, AHP, the combined approach) was applied to a $520km^2$ region located in the middle of South Korea which have occurred 39 landslides during 1999 and 2003. The suggested method showed 58.9% matching rate for the real landslide sites comparing with the classified areas of high-risk landslide While LRA and AHP Showed 46.1% and 48.7% matching rates respectively. Further studies are recommended to find the optimal combining weight of LRA and AHP with more landslide data.

계층분석과정(AHP)을 이용한 육군 군대급식 개선과제의 실행 우선순위 분석 (Application of Analytical Hierarchy Process in Analyzing the Priorities of Strategy for Improving the Army Military Foodservice)

  • 백승희
    • 대한지역사회영양학회지
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    • 제19권1호
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    • pp.51-59
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    • 2014
  • The current exploratory study presents the Analytical Hierarchy Process (AHP) as a potential decision-making method to obtain the relative weights of alternatives through pairwise comparison in the context of hierarchical structure. The aim of this study was to elicit prior strategy to improve army military foodservice. Content analysis and seven times of in-depth interview from 13 officers of the Ministry of National Defense were conducted to develop the hierarchical structure for AHP analysis. Questionnaires were distributed to 61 foodservice managers and 39 dietitian and military foodservice officers. The highest-ranked strategy for improving military foodservice was the 'renewal of the kitchen facilities' (0.2578), followed by 'enlargement of foodservice operating staffs' (0.2345), 'specialization of sanitation & foodservice management' (0.2222), 'Practical foodservice budget control' (0.1394), and 'menu variety & standardized recipe' (0.1281). 'Enlargement of foodservice facilities' (0.3995), 'increase the no. of kitchen police' (0.3463), 'sanitary & cooking training reinforcement of kitchen police' (0.4445), 'management of foodservice budget by total amount' (0.5043), and 'standardization of mass cooking' (0.3571) were the highest overweight item in each strategy. The study also compared the relative weights of alternatives of foodservice managers with that of dietitians and military foodservice officers. Those two groups revealed some difference in their priority of important strategy regarding army military foodservice. The results of this study would provide the data for making a policy or compilation of the budget regarding army military foodservice.

An Analytical Hierarchy Process Combined with Game Theory for Interface Selection in 5G Heterogeneous Networks

  • Chowdhury, Mostafa Zaman;Rahman, Md. Tashikur;Jang, Yeong Min
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제14권4호
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    • pp.1817-1836
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    • 2020
  • Network convergence is considered as one of the key solutions to the problem of achieving future high-capacity and reliable communications. This approach overcomes the limitations of separate wireless technologies. Efficient interface selection is one of the most important issues in convergence networks. This paper solves the problem faced by users of selecting the most appropriate interface in the heterogeneous radio-access network (RAN) environment. Our proposed scheme combines a hierarchical evaluation of networks and game theory to solve the network-selection problem. Instead, of considering a fixed weight system while ranking the networks, the proposed scheme considers the service requirements, as well as static and dynamic network attributes. The best network is selected for a particular service request. To establish a hierarchy among the network-evaluation criteria for service requests, an analytical hierarchy process (AHP) is used. To determine the optimum network selection, the network hierarchy is combined with game theory. AHP attains the network hierarchy. The weights of different access networks for a service are calculated. It is performed by combining AHP scores considering user's experienced static network attributes and dynamic radio parameters. This paper provides a strategic game. In this game, the network scores of service requests for various RANs and the user's willingness to pay for these services are used to model a network-versus-user game. The Nash equilibria signify those access networks that are chosen by individual user and result maximum payoff. The examples for the interface selection illustrate the effectiveness of the proposed scheme.

AHP 기법에의한 고속선의 최적 기관 시스템 결정법 (Decision Method of Optimal Engine System for High-Speed Ship by Analytical Hierarchy Process)

  • H.B. Ro
    • Journal of Advanced Marine Engineering and Technology
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    • 제22권3호
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    • pp.381-395
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    • 1998
  • The purpose of this study is to determine the optimal gas turbine system for special purpose ships. First we generate critical evaluation criteria an construct their hierarchical structure. The criteria consist of qualitative ones as well as the economic factor. Then AHP is applied to solve the decision making problem AHP gibes good results different from those only by the economic evaluation methods. And during the analysis, the procedure produces many useful informations to the decision making. The results shows that AHP is an appropriate method for these kinds of problems such as the system selection.

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대구.경북 시군별 지역농업 특성화 품목 도출에 관한 연구 (A Study on the Selection of Agricultural Specialization Items in Daegu and Kyungpook Region)

  • 권중섭;장우환
    • 농촌계획
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    • 제16권3호
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    • pp.67-76
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    • 2010
  • The objective of this study is to investigate a priority and selection of agricultural specialization items from Daegu and Gyeongbuk region by using analytical tools such as, the Analytic Hierarchy Process(AHP) and the Scoring Method. The results of this study are as follows; 1) Five major items were selected for each region based on Daegu and Gyeongbuk regional agricultural performances. 2) The results of AHP analysis, Daegu and Gyeongbuk's agricultural experts evaluated the weight of three decision-elements(objectiveness 0.35, efficiency 0.341, identity 0.309) and seven decision-elements. 3) Results of AHP and Scoring Method analysis, Investigated a priority of agricultural specialization 3 items in 25 cities and districts Daegu and Gyeongbuk regional agricultural performances. 4) Finally, The results of this study will provide basic information on agricultural specialization policy in Daegu and Gyeongbuk region.

Fuzzy AHP를 이용한 유비쿼터스 서비스 평가 프레임워크 (A Framework for Evaluating Ubiquitous Services using Fuzzy AHP)

  • 김수연;황현석
    • 한국산업정보학회논문지
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    • 제13권5호
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    • pp.158-167
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    • 2008
  • 최근 정보기술의 발달로 유비쿼터스 컴퓨팅과 이를 이용한 유비쿼터스 서비스가 개발 중이거나 서비스 중이다. 향후 많은 산업에서 유비쿼터스 서비스 활용이 증가할수록 서비스에 대한 평가가 필수적이라 하겠다. 본 연구에서는 유비쿼터스 서비스의 평가를 위한 구체적인 평가항목을 도출하고 이들 간의 중요도를 산출하는 프레임워크를 제시하고자 한다. 이를 위하여 유비쿼터스 서비스의 평가와 관련된 문헌을 고찰하고 전문가의 의견을 수합하여 주요 평가항목의 결정과 계층적 분석과정 기법을 이용하여 항목간의 중요도를 산출하고자 하였다. 평가자 평가결과의 정확성을 보정하기 위해 퍼지(fuzzy) 개념을 활용하여 중요도를 계산하였으며 설문을 통하여 실제 특정 분야에서 유비쿼터스 서비스를 평가하기 위한 항목의 중요도를 도출하였다.

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MVNO 사업자의 경쟁력 강화를 위한 비즈니스 모델 연구 (A Study on Efficient Business Model for Mobile Virtual Network Operator)

  • 장희선;신현철;한성수;박광만
    • 융합보안논문지
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    • 제6권1호
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    • pp.65-74
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    • 2006
  • 본 논문에서는 국내 가상이동망 사업자(MVNO : Mobile Virtual Network Operator) 제도 도입에 대한 논의를 위해 MVNO의 개념, 국내외 사업자 현황, 규제 동향 및 제도 도입의 효과를 분석한다. 아울러 AHP(Analytical Hierarchy Process, 계층적 분석) 기법을 이용하여 정부의 정책개입에 따른 MVNO 사업자의 효율적인 비즈니스 모델을 도출한다. 이를 위하여 사업자의 주요평가기준으로 경쟁활성화, 투자요인증대 및 경제성을 선정하였으며 자율협상, 부분규제 및 전면 규제의 세 가지 대안을 상정하고 각각의 평가기준별 점수를 비교, 분석한다.

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계층분석과정을 이용한 모바일 뱅킹 플랫폼 선정에 관한 연구: 우즈벡 은행을 중심으로 (Selection of Technology Platform for Mobile Banking Using the Analytical Hierarchy Process)

  • 이스마틸라 노르마토프;자밀라 알리에바;이영찬
    • 지식경영연구
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    • 제12권3호
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    • pp.97-109
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    • 2011
  • The purpose of this paper is to analyze what are the key determinants in selection of mobile banking technology platform, main challenges in a given developments of technology as well as rate the importance of factors in regards to various criterions. In addition, this paper proposes comprehensive approach for solving mobile banking technology platform selection problem. To serve the purpose, this paper uses the Analytic Hierarchy Process (AHP) to select best mobile banking technology platform for not only in functionality aspect, but also in organizational aspect. We expect that the results of this study will be useful for banks who have intention to select mobile banking technology platform in the future.

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