• 제목/요약/키워드: Analysis of AHP

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Analytic Hierarchical Procedure and Economic Analysis of Pneumatic Pavement Crack Preparation Devices

  • Park, JeeWoong;Cho, Yong K.;Wang, Chao
    • Journal of Construction Engineering and Project Management
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    • 제5권2호
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    • pp.44-52
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    • 2015
  • Various approaches have been used in crack preparations and each of the approaches has advantages and disadvantages. Although the routing method has been widely used and seems to be the best approach among the approaches, it is not a complete solution for crack preparation. This paper compares and evaluates a pneumatic crack cleaning device (CCD) developed by Robotics and Intelligent Construction Automation group at Georgia Tech, over existing devices. Surveys were conducted to discover factors that affect the performance of crack/joint preparation work. Then, data for such information were collected via field tests for devices such as router, heat lancer, air blower and CCD. Performed field test results and follow-up interviews demonstrated that the utilization of CCD has potential to offer improvements in productivity, safety, and maintenance cost. An analytic hierarchical procedure (AHP) and economic analyses were conducted. The AHP analysis considered three factors including safety, quality and productivity while the economic analyses examined the alternatives in various ways. The results indicated that the CCD was ranked first and second for the AHP analysis and economic analysis, respectively. In conclusion, the field tests and results revealed that the utilization of CCD achieved satisfactorily in performance, quality, safety and control, and showed that it has high potential in crack cleaning practice.

건설사업관리자(CMr) 측면에서 건설기술용역 평가의 CSFs 추출 및 AHP 중요도 분석 (CSFs Extraction and AHP Importance Analysis for Construction Technology Services Evaluation in terms of Construction Manager)

  • 양진국;홍성욱
    • 대한건축학회논문집:구조계
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    • 제36권3호
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    • pp.129-134
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    • 2020
  • The current evaluation time period for the construction management service is the project completion or after project completion. Therefore, the construction manager has the following problems. First, it is difficult to prepare the evaluation due to the new field movement of the existing participating engineer. Next, the CM work is complex as well as extensive. Therefore, the critical success factors of the construction technology services evaluation are required as a systematic performance standard of CM work. In this study, we extracted the critical success factors that can systematically prepare the evaluation from the early stage of the project through in - depth interviews with experts. And, this study was analyze the priority of each factor by using AHP technique. As a result, the most important factors were related to the systemization of the preparation process, the construction manager work capabilities and practical construction management. And the priorities of all factors were analyzed high in the factors suggested by the owner groups. The results of this analysis are expected to provide the standards that construction management service performer carry out structured management of construction management throughout the project.

AHP를 이용한 의료관광 단계별 상품개발의 중요도 분석 (Analysis of Importance of Development of Medical and Combined Products Using AHP)

  • 유태규
    • 문화기술의 융합
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    • 제4권2호
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    • pp.75-80
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    • 2018
  • 국내 의료관광산업은 지난 2009년 외국인환자유치지원법 도입 이후 해외환자 유치기관과 유치업체, 정부의 노력으로 매년 30만명 이상의 해외환자가 한국을 방문하고 있다. 하지만 이러한 성과에도 불구하고 상품개발의 한계상황에 직면하고 있으며 그에 따른 환자모객 증가속도가 둔화되고 있다. 따라서 본 연구는 의료관광서비스의 각 단계별 상품개발의 주요 요인에 대한 계층분석(AHP)을 통해 다양한 상품개발의 중요성과 그 의미를 제시함으로써 향후 국내 의료관광산업의 상품개발 방향성을 제시하고자 한다.

정보보안 예산 수립에서 퍼지 AHP의 적용을 통한 위험 비용 분석 (Cost Risk Analysis for Preparing Budgets of Information Security using Fuzzy AHP)

  • 류시욱;허덕규
    • 대한안전경영과학회지
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    • 제14권3호
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    • pp.119-126
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    • 2012
  • Recently, the breakdown of online banking servers and the leakage of customer information give rise to much concern about the security of information systems in financial and banking companies in Korea. The enforcement of security for information system becomes much more important issue than earlier. However, the security reinforcement of information system is restricted by a budget. In addition, the activities' cost to secure information system from threatening are under uncertain circumstances and should be established by a human decision maker who is basically uncertain and vague. Thus, making the budget for information system is exposed to any extent of the risk for these reasons. First, we introduce brief fuzzy set theory and fuzzy AHP (Analytic Hierarchy Process) methodology. Then, the cost elements that comprise yearly budget are presented and the priorities among the cost elements are calculated by fuzzy AHP. The cost elements that are exposed to risk are evaluated from the both perspectives of the risk impact and risk occurrence possibility which are expressed as linguistic terms. To get information on the risk profiles-pessimistic, most likely, and optimistic-for each cost element, the evaluation is accomplished and the result is presented. At last, the budget ranges-minimum, mode, maximum-for each cost element are estimated with the consideration of the risk profiles.

AHP기법을 이용한 시큐어 코딩의 항목 간 중요도 분석 (An Analysis of the Importance among the Items in the Secure Coding used by the AHP Method)

  • 김치수
    • 디지털융복합연구
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    • 제13권1호
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    • pp.257-262
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    • 2015
  • 해킹과 같은 사이버 공격의 약 75%가 애플리케이션의 보안 취약점을 악용하기 때문에 안전행정부에서는 코딩 단계에서부터 사이버 공격을 막을 수 있고 보안취약점을 제거할 수 있는 시큐어 코딩 가이드를 제공하고 있다. 본 논문에서는 안행부가 제시한 시큐어 코딩 가이드 7개의 항목들에 대해 AHP기법을 사용하여 우선순위를 찾고 중요도 분석을 하였다. 그 결과 '에러 처리'가 가장 중요한 항목으로 결정되었다. 현재 소프트웨어 감리에 시큐어 코딩에 관한 항목이 없는데, 이 분석 결과는 소프트웨어 개발 과정 중 감리 기준으로 유용하게 사용될 것이다.

DEA/AHP 모형을 이용한 R&D 프로젝트 선정모형 및 Web 기반 R&D 프로젝트 선정시스템 개발 (Development of R&D Project Selection Model and Web-based R&D Project Selection System using Hybrid DEA/AHP Model)

  • 이덕주;배성식;강진수
    • 대한산업공학회지
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    • 제32권1호
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    • pp.18-28
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    • 2006
  • Some issues which should be considered in an R&D project selection problem are as follows: First, quantitative analysis on the efficiencies of R&D projects is required to guarantee objective validity in the evaluation of the projects. For this reason, the methodology for selecting R&D projects should be based on mathematical models that perform quantitative analysis. Second, in general there are ordinal factors like Likert-scale in the data for evaluating R&D projects. Previous researches, however, couldn't suggest explicit methods incorporating these ordinal factors into models. Third, for the R&D project selection problems with limited resources like budget, it is necessary to decide the perfect ranking of the all projects. This paper develops a mathematical model that can be applicable to the problems of selecting R&D projects with the previous features. In this paper, we improve the original DEA model for evaluating efficiency to incorporate ordinal factors and suggest a new model which can decide the perfect ranking of all projects by merging the improved DEA model and AHP method. Furthermore a web-based R&D project selection system using the DEA/AHP model suggested in this paper is developed and illustrated.

Kano 모형과 Fuzzy-AHP를 이용한 온라인 P2P 금융 서비스 성공요인 도출 (Examining Success Factors of Online P2P Lending Service Using Kano Model and Fuzzy-AHP)

  • 안경민;이영찬
    • 지식경영연구
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    • 제19권2호
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    • pp.109-132
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    • 2018
  • Recently, new financial services related to FinTech has gained attention more and more. Online P2P financial services transactions such as FinTech require careful examination of the constituents of information systems as an investment is made based on the information presented on the online platform without direct face-to-face contact. The purpose of this study is to find out the success factors of online P2P Lending service among FinTech. To serve the purpose, we build IS (information system) success model, and then use Kano model and fuzzy analytic hierarchy process (Fuzzy-AHP) to find out factors for the success of online P2P Lending service. In particular, this study uses Kano model to classify information system satisfaction factors and to calculate the satisfaction coefficient. The Kano model, however, has a drawback of evaluating single criterion. Therefore, we use multi-criteria decision-making technique such as Fuzzy-AHP to derive the relative importance of the factors. The analysis results show different results depending on the analysis technique. In the Kano model, most of the information system factors are a one-dimensional quality attribute. The satisfaction coefficient is highest for personalized service, followed by the responsiveness of service, ease of using a system, understanding of information, usefulness of information' reliability. The service reliability is the highest in dissatisfaction coefficient, followed by system security, service responsiveness, system stability, and personalized service. The results of the Fuzzy-AHP analysis shows that the usefulness of information quality, the personalization of service quality, and the security of system quality are the significant factors and the stability of system quality was a secondary factor.

테스트베드 구축과 AHP기법을 통한 경량벽체 요구성능의 중요도 분석 (Analysis of the Weight for the Required Performance Items of Lightweight Wall through the Test-bed and AHP Method)

  • 이학주
    • 한국건축시공학회:학술대회논문집
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    • 한국건축시공학회 2015년도 춘계 학술논문 발표대회
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    • pp.105-106
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    • 2015
  • As the Long-life certification system is recently introduced in the Housing Law in Korea, it is expected that an application of the lightweight wall panel will be increased in apartment construction as the main wall system. However, the performance criteria for lightweight wall is in the early phase of its action. Therefore, it is necessary to establish the performance criteria properly by investigating performance requirement in the user's perspective. The purpose of this study is to identify of the weight of the required performance items for the lightweight wall in apartment house. To analyze the priority in the performance, an interview survey is performed; after monitering the test-bed of the lightweight walls, user and experts evaluate the performance requirements. The weight of the performance requirement is developed by AHP method.

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AHP에 의한 한국자동차부품제조사의 제조성과기준의 중요도 평가 (An AHP Approach to Evaluate the priorities of Manufacturing Performance Criteria in Korean Automobile Parts Manufacturing Company)

  • 김태수
    • 산업경영시스템학회지
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    • 제34권3호
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    • pp.115-122
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    • 2011
  • The critical role played by manufacturing performance measurement systems in achieving competitive success is increasingly recognized. Developing an integrated performance measurement model is significant for strategic management. This study consist of several principal steps. Performance criteria from the literature and an questionnaire were utilized prior to building the performance model. The AHP(Analytic Hierarchy Process) is utilized to evaluate the weight of each criterion when generating the performance measurement model for Korea automobile parts manufacturing company. AHP analysis showed clear difference in the priority between 5 criteria and 24 sub-criteria in terms of manufacturing performance of Korean automobile parts manufacturing company. The result of priority evaluation in the 5 criteria of 2nd level was ranked quality, cost, delivery, employee, flexibility. And the critical sub-criteria in the 24 sub-criteria of 3rd level was ranked claim rate, process defect rate, outsourcing parts defect rate, ability to quality management innovation, claim cost, etc.

건설현장 화재 발생 요인 분석에 따른 예방우선순위 연구 (Preventive Priority Methods Based on the Analysis of Fire Accident Causes in Construction Site)

  • 김희수;장상철;주진규
    • 한국건설안전학회 논문집
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    • 제2권2호
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    • pp.50-55
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    • 2019
  • 현재 국내 건설현장에서 안전관리가 중요해지고 있다. 안전관리가 중요함에도 건설현장의 사고는 꾸준히 늘어나고 있는 실정이다. 안전사고 중에 화재사고는 건설현장의 공기지연이나 작업 계획에 부정적인 영향뿐만 아니라 크나큰 인명피해까지 야기한다. 따라서 이번 연구의 목적은 건설현장 화재발생사례를 통해 건설현장 화재발생 요인을 추출하고, 요인 분석을 통해서 예방우선순위를 정하여 화재예방에 기여하려는 것이다. 연구 방법으로는 사례를 통한 화재요인을 선정하고, 전문가 집단을 통해 설문조사를 실시 후 AHP기법을 통해 설문을 분석한다. 전문가 집단의 설문조사를 AHP기법으로 분석한 결과는 작업자와 작업자의 하위 항목들이 상위항목들을 차지하였다. 따라서 화재예방을 위한 우선순위를 제시하였으며, 본 연구를 통해 도출된 순위별 요인들을 우선순위에 따라 통제, 관리, 활용한다면 보다 효과적인 화제예방을 이룰 수 있을 것이라 사료된다.