• 제목/요약/키워드: Analytic Hierarchy Process Model

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A Bankruptcy Game for Optimize Caching Resource Allocation in Small Cell Networks

  • Zhang, Liying;Wang, Gang;Wang, Fuxiang
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제13권5호
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    • pp.2319-2337
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    • 2019
  • In this paper, we study the distributed cooperative caching for Internet content providers in a small cell of heterogeneous network (HetNet). A general framework based on bankruptcy game model is put forth for finding the optimal caching policy. In this framework, the small cell and different content providers are modeled as bankrupt company and players, respectively. By introducing strategic decisions into the bankruptcy game, we propose a caching value assessment algorithm based on analytic hierarchy process in the framework of bankruptcy game theory to optimize the caching strategy and increase cache hit ratio. Our analysis shows that resource utilization can be improved through cooperative sharing while considering content providers' satisfaction. When the cache value is measured by multiple factors, not just popularity, the cache hit rate for user access is also increased. Simulation results show that our approach can improve the cache hit rate while ensuring the fairness of the distribution.

QFD와 AHP를 이용한 ITS 프로젝트관리자 핵심역량 연구 (A Study on Core Competencies of ITS Project Managers Using QFD and AHP)

  • 이봉우;김자희;김우제
    • 한국IT서비스학회지
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    • 제10권1호
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    • pp.89-103
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    • 2011
  • ITS (Intelligent Transportation System) has been more popular but ITS project managements remain complex because of diverse stakeholders and multidisciplinary processes of ITS. The multidisciplinary process enforces specialized competencies on ITS project managers comparing to other system integration project managers. In this paper, we derived core competencies of ITS projects from previous researches, built the hierarchy of the competencies, and employed AHP (Analytic Hierarchy Process) surveying ITS project managers and auditors with the hierarchy. Finally, we analyzed the difference of evaluation model on ITS project manager between project managers and auditors using Mann-Whitney U test. Additionally we suggest a method of building MECE (Mutually Exclusive and Collectively Exhaustive) structure for AHP using the HoQ (House of Quality). We expect our model to give some inspirations for raising capable ITS project managers and selecting a proper project manager for an ITS project.

시립병원을 중심으로 한 커뮤니티 케어 활성화 방안 (Activation plan of community care focused on a municipal hospital)

  • 노진원;이예진;김재현;소예경;홍현석;이윤환
    • 한국병원경영학회지
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    • 제24권3호
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    • pp.38-47
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    • 2019
  • Purposes: Rapid aging and increase of high chronic diseases of the elderly are increasing the needs for expanding elderly care beyond the concept of treatment in medical institutions. This study is to discuss the core values, functions, and roles of municipal hospitals and suggest a suitable community care model. Methodology: The survey was collected twice derived from the domestic expert groups. This study analyzed experts' responses using Delphi method and Analytic Hierarchy Process, using Microsoft Excel 2016. Findings: Among the core values of the municipal hospitals, it was shown that community linkage had the highest priority. The publicity had the highest priority among the functions and roles of the municipal hospitals. In the community care models presented in this study, the model focused on 'Community Care Integration Center' showed highest relevance, suitability and applicability. Practical Implications: This study suggested three different community care models and derived the most suitable model for community care, which is focused on the municipal hospitals. It suggested effective application of the community care model to promote community care in each community.

품질과 비용의 득실관계를 고려한 품질기능전개 모형 (A Model of Quality Function Deployment with Cost-Quality Tradeoffs)

  • 우태희;박재현
    • 대한안전경영과학회:학술대회논문집
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    • 대한안전경영과학회 2002년도 춘계학술대회
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    • pp.227-230
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    • 2002
  • This paper presents an analytic method of quality function deployment(QFD) that is to maximize customer satisfaction subject to technical and economic sides in process design. We have used Wasserman's normalization method and the analytical hierarchy process(AHP) to determine the intensity of the relationship between customer requirements and process design attributes. This paper also shows cost-quality model the tradeoff between quality and cost as a linear programming(LP) with new constraints that have designated special process required allocating firstly The cost-quality function deployment of piston ring is presented to illustrate the feasibility of such techniques.

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품질과 비용의 득실관계를 고려한 품질기능전개 모형 (A Model of Quality Function Deployment with Cost-Quality Tradeoffs)

  • 우태희;박재현
    • 대한안전경영과학회지
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    • 제4권2호
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    • pp.169-178
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    • 2002
  • This paper presents an analytic method of quality function deployment(QFD) that is to maximize customer satisfaction subject to technical and economic sides in process design. We have used Wasserman's normalization method and the analytical hierarchy process(AHP) to determine the intensity of the relationship between customer requirements and process design attributes. This paper also shows cost-quality model the tradeoff between quality and cost as a linear programming(LP) with new constraints that have designated special process required allocating firstly. The cost-quality function deployment of piston ring is presented to illustrate the feasibility of such techniques.

균형성과표와 품질기능전개도의 결합 방법론을 이용한 컨테이너 터미널의 성과요인결정에 관한 연구 (Evaluating Performance Factors of Container Terminals using Balanced Scorecard(BSC) and Quality Function Deployment(QFD))

  • 신창훈;임병학;강정식
    • 한국항해항만학회지
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    • 제32권8호
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    • pp.675-683
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    • 2008
  • 본 연구는 컨테이너 터미널의 종합적인 성과 향상 요인을 분석하기 위한 균형성과표(BSC)를 설계한 후 분석계층프로세스 모형(AHP)과 분석네트워크프로세스 모형(ANP)을 활용하여 품질기능전개도(QFD)와 결합 모형을 사용하였다. 이는 재무적 성과, 고객 만족 및 컨테이너 터미널의 비즈니스 프로세스의 질적 향상을 가져 올 수 있는 컨테이너 터미널의 종합적이고 다차원적인 성과 요인 제시 및 중요도 분석에 목적을 두고 있다. 본 연구에서 제안한 수정된 품질기능전개도는 상관종속성과 관계행렬을 표현하므로 인해, 기존의 품질기능전개도와 비해 더욱 현실적이며 정확성과 정교성이 부가된 품질기능전개도를 구축했다.

스마트TV의 사용성 측정방법 (Method for Measuring Usability of Smart Television)

  • 변대호
    • 디지털융복합연구
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    • 제11권5호
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    • pp.31-39
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    • 2013
  • 스마트TV는 컴퓨팅 능력, 방송 및 인터넷 서비스가 가능한 상호작용을 높인 텔레비전이다. 사용성은 스마트TV의 평가요소로 그 중요성이 있다. 사용성 관점에서 스마트TV를 평가하기 위해서는 사용성에 영향을 미치는 요인을 중심으로 한 측정 모델의 개발이 필요하다. 본 논문에서는 스마트TV의 사용성 측정을 위한 AHP(계층적분석과정) 모델과 측정 데이터를 획득하는 방법을 제안한다. 선행연구로부터 사용성에 영향을 미치는 요인을 도출한 후 사용성 점수를 계산하는 수치적 예제를 보인다.

금융회사 서버 Privilege 계정 운영방식 결정 모델 (Decision Making Model for Selecting Financial Company Server Privilege Account Operations)

  • 이석원;이경호
    • 정보보호학회논문지
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    • 제25권6호
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    • pp.1607-1620
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    • 2015
  • 서버 Privilege 계정은 법규에 따라 운영 되어야 한다. 그러나 농협은 서버 Privilege 계정 운영에 대한 법규 미준수와 운영 미흡으로 서버의 모든 데이터가 삭제되는 농협 전산망 해킹 사건이 발생하였다. 본 연구에서는 금융회사의 서버 Privilege 계정 운영방식을 결정하기 위한 모델을 제시하기 위해 금융회사의 Privilege 계정 운영 현황을 조사하여 문제점을 도출하고, 개선방안을 제시한다. 또한, Privilege 계정 운영현황 조사를 통해 선정된 평가요인은 AHP(Analytic Hierarchy Process)를 사용하여 의사결정 모델과 공식을 제시하고 검증한다.

AHP를 이용한 도로절토사면의 조사우선순위 결정을 위한 평가모델 개발에 관한 연구 (A Study on Evaluation Model Developement for Investigation Priority Decision for Road Cutting Slopes Using Analytic Hierarchy Process)

  • 신창건;성현종;이송
    • 한국구조물진단유지관리공학회 논문집
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    • 제12권4호
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    • pp.107-114
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    • 2008
  • 현재 각 관리 주체별로 절토사면에 대한 유지관리를 시행하고 있으나 평가항목 및 평가모형이 다양하고 접근방법이 상호보완적이지 못하므로 보편성 및 객관성이 부족한 실정이다. 따라서, 본 연구는 기존 절토사면 평가기법에 대한 분석을 통하여 합리적인 모형개발을 위한 접근을 시도하고 붕괴사례 분석을 통하여 붕괴 주요원인 및 인자를 발굴하고 이를 계층분석기법(AHP)을 이용하여 기존 절토사면의 조사 평가단계에서 조사우선순위를 결정하기 위한 평가표를 작성하였다.

A new decision method for construction scheme of shallow buried subway station

  • Qiu, Daohong;Yu, Yuehao;Xue, Yiguo;Su, Maoxin;Zhou, Binghua;Gong, Huimin;Bai, Chenghao;Fu, Kang
    • Geomechanics and Engineering
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    • 제30권3호
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    • pp.313-324
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    • 2022
  • With the development of the economy, people's utilization of underground space are also improved, and a large number of cities have begun to build subways to relieve traffic pressure. The choice of subway station construction method is crucial. If an inappropriate construction method is selected, it will not only waste costs but also cause excessive deformation that may also threaten construction safety. In this paper, a subway station construction scheme selects model based on the AHP-fuzzy comprehensive evaluation. The rationality of the model is verified using numerical simulation and monitoring measurement data. Firstly, considering the economy and safety, a comprehensive evaluation system is established by selecting several indicators. Then, the analytic hierarchy process is used to determine the weight of the evaluation index, and the dimensionless membership in the fuzzy comprehensive evaluation method is used to evaluate the advantages and disadvantages of the construction method. Finally, the method is applied to Liaoyang east road station of Qingdao metro Line 2, and the results are verified by numerical simulation and monitoring measurement data. The results show that the model is scientific, practical and applicable.