• Title/Summary/Keyword: 계층적 분석과정(AHP)

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The Effect of Landslide Factor and Determination of Landslide Vulnerable Area Using GIS and AHP (GIS와 AHP를 이용한 산사태 취약지 결정 및 유발인자의 영향)

  • Yang, In-Tae;Chun, Ki-Sun;Park, Jae-Hoon
    • Journal of Korean Society for Geospatial Information Science
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    • v.14 no.1 s.35
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    • pp.3-12
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    • 2006
  • Kangwondo area is mountainous and landslide happens easily during the rainy period in summer time. Especially, when there is torrential downpour caused by the unusual weather change, there will be greater possibility to see landslide. It is very difficult to analyze and study a natural phenomenon like the landslide because there are so many factors behind it. And the way to conduct the analysis is also very complicated. However, if GIS is used, we can classify and analyze data efficiently by modeling the real phenomenon with a computer. Based upon the analysis on the causes of landslide in the areas where it occurred in the past, therefore, this study shows several factors leading to landslide and contains the GIS database categorized by grade and stored in the computer. In order to analyze the influence of every factor causing landslide, we calculated the rates of weight by AHP and evaluated landslide vulnerability in the study area by using GIS. As a result of such analysis, we found that the forest factor has most potential influences among other factors in landslide.

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Architecture Evaluation Utilizing CBAM and AHP (CBAM과 AHP를 이용한 아키텍처 평가)

  • Lee, Ji-Hyun;Kang, Sung-Won;Cho, Jin-Hee;Kim, Jin-Sam
    • The KIPS Transactions:PartD
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    • v.13D no.5 s.108
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    • pp.683-690
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    • 2006
  • The CBAM (Cost Benefit Analysis Method) provides a method for deciding the best architectural strategy by considering cost, schedule, and risks as well as the benefits of the architectural strategy. But many parts of the CBAM do not Present quantitative evidence explicitly on whether it is the best architectural strategy among others because it depends on the stakeholders' consensus, vote, and/or intuition. In this study, we apply the AHP (Analytic Hierarchy Process) to CBAM to provide explicit quantitative evidence and to reduce the possibility of subjective decision-making errors that may occur in the CBAM.

A Study on the Success Factors for Marine Financial City of Busan (해양금융 중심도시를 위한 부산의 발전요인 분석)

  • Kim, Myoung-Hee;Lee, Ki-Hwan;Yang, Huck-Jun
    • Journal of Korea Port Economic Association
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    • v.32 no.3
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    • pp.155-175
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    • 2016
  • The purpose of this paper is to find the success factors for a newly developed marine financial city of Busan. For this, in the paper, we did case studies about advanced marine financial cities such as Hamburg, Oslo, Pireus, Shanghai, Singapore and London. And we made the hierarchical questionnaire for this study from literature reviews and interviews with experts in the field of the marine finance. A hierarchy was made up of 4 factors as the first class and the each factor consisted of four elements as the second class. The results of AHP analysis are as follows. First, the most important factor in the priorities with respect to marine financial city of Busan is "development of marine finance(0.371)" within the four factors as the first class. Next came "business environment(0.248)", "infrastructure(0.206)" and "support of government(0.175)". Second, the most important things is a clustering for marine finance(0.134) within 16 elements as the second class. We also analysed the priorities by the each factor of the second class. The most important element is an industrial clustering of marine finance(0.400) for "development of marine finance" and a clustering of the shipbuilding & marine industry(0.175) for "business environment" factor. And the ICT & transportation(0.326) is the most important element for "infrastructure" and a support of the national government(0.423) for "support of government" factor.

A Study of Factors for Evaluating Smartphone Selection and Use using Fuzzy AHP (Fuzzy AHP를 활용한 스마트폰 선택 및 이용 평가요인에 관한 연구)

  • Hwang, Hyun-Seok;Lee, Sang-Hoon;Kim, Su-Yeon
    • Journal of Korea Society of Industrial Information Systems
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    • v.16 no.4
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    • pp.107-117
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    • 2011
  • Smartphones are widely used as a mobile communication devices with more advanced computing ability and connectivity than a contemporary feature phone. As the market expands, many brand-new smartphones are released and chosen by (potential) smartphone users. In spite of smartphone's popularity, little research of the factors affecting the evaluation of smartphones and their influences on smartphone choice have been performed. Therefore, we aim to analyze evaluation factors of smartphone selection and use in this research. We use Fuzzy Analytic Hierarchy Process method, a Multi-Criteria Decision Making (MCDM) model, to find the relative importance among the factors considering the fuzziness of pair-wise comparison using AHP. After reviewing related works and interviewing the focus group, we extract the five independent factors influencing the choice and use of a smartphone. Pair-wise comparison and triangle fuzzy numbers are used to calculate the relative importance of factors. We analyze not only the whole interviewees' responses, but the differences between smartphone users and non-users. Practical implications are delivered in concluding remarks.

Identification of Factors Affecting Technology Licensing via Expert Survey (전문가설문을 이용한 기술 라이센싱 결정요인 분석)

  • Paik, Son-U Michael
    • Journal of Korea Technology Innovation Society
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    • v.11 no.4
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    • pp.476-509
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    • 2008
  • This research investigates the determinant factors of technology licensing contracts and the relative importance of each factor. To accomplish this objective we classify various factors affecting technology licenses into two categories, technology and environment, and conduct an Analytic Hierarchy Process (AHP) with a Korean expert survey. From the AHP results, we find that the possibility of commercial success, as well as the scope and levels of exclusive rights which are transferred together with technology to the licensee, are very important among technological factors in technology transfer. Moreover, we conclude that the technology utilization capacity and the learning capabilities of the licensee are also important environmental factors. Finally, we conclude that the factors which the licensor and licensee consider in technology transfer are different from each other. Based on this result, we discuss implications with regard to reducing this factor gap between the licensor and licensee as a means of promoting and improving technology transfer in the Republic of Korea.

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An Analysis on the Relative Importance of the Determimative Factors with the Performance Evalution in the Elderly Welfare Facilities (노인복지시설 성과평가의 결정요인에 대한 상대적 중요도 분석)

  • Lee, Dong-Su
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2009.01a
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    • pp.337-344
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    • 2009
  • 본 연구는 노인복지시설의 성과평가에 미치는 우선순위 결정요인을 파악한다. 이론적 고찰과 선행연구를 통하여 노인 복지시설에 미치는 결정요인을 설정하였다. Saaty의 계층분석과정(Analytic Hierarchy Process; AHP)를 활용하여 각각의 결정요인들에 대한 가중치와 우선순위를 분석하였다. 노인복지는 특정한 분야로 한정되어 있지 않기 때문에 양적인 방법만으로 설명하는 것은 한계가 있다. 따라서 질적 및 양적 방법을 활용할 수 있는 계층분석과정방법과 SPSS프로그램을 이용하여 실증분석을 하였다. 노인복지시설의 분석결과를 요약하면 투입에 대한 상대적 중요도를 분석한 결과 예산이 가장 높게 나왔으며, 산출에 대한 상대적 중요도를 분석한 결과는 운영체계화와 노인복지성이 가장 높게 나타났다. 세부항목 간의 상대적 중요도를 분석한 결과는 결산서와 전문인력이 가장 높게 나타났다. 시설유형별 투입요인은 이용시설과 생활시설 모두 예산이 가장 높게 나타났으며, 산출요인은 이용시설은 운영체계화, 생활시설은 노인복지성이 가장 높게 나타났다. 노인복지시설에 미치는 결정요인에 따른 몇 가지 구체적인 정책적 시사점을 대안으로 제시하였다.

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Optimal Design of Bank Protection Work Using Analytic Hierarchy Process (계층분석과정을 이용한 최적 호안공법 선정)

  • Lee, Jae-Mun;Lee, Sang-Il
    • Journal of Korea Water Resources Association
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    • v.41 no.6
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    • pp.619-628
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    • 2008
  • Bank protection is a structure constructed to protect directly embankment breakage and erosion by river flow. Traditionally, the type of bank protection has been decided by practitioner's subjective and empirical judgement, which often causes problems after construction. Recently, however, it becomes important to consider not only physical protection but also environment. Various types of bank protection for environment-friendly river are now available. Thus, there is a need for more objective and quantitative decision method for bank protection work. This study adopts the analytic hierarchy process (AHP) to improve the objectiveness in the decision of bank protection work. Criteria for stability, economy, construction, environment are identified and a standardized process is presented for field application. With the proposed method, one can prioritize various bank protection works and make the optimal decision. We believe that the method can serve as a useful tool for river engineers in practice.

A Evaluation Model of AHP Results Using Monte Carlo Simulation (Depending on the Case Studies of Road and Rail) (몬테카를로 시뮬레이션을 통한 AHP결과 해석모형개발 (도로 및 철도부문 사례를 중심으로))

  • Sul, You-Jin;Chung, Sung-Bong;Song, Ki-Han;Chon, Kyung-Soo;Rhee, Sung-Mo
    • Journal of Korean Society of Transportation
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    • v.26 no.4
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    • pp.195-204
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    • 2008
  • Multi-Criteria Analysis is one method for optimizing decisions that include numerous characteristics and objective functions. The Analytic Hierarchy Process (AHP) is used as a general Multi-Criteria Analysis considering many critical issues. However, since validation procedures for the decision reliability of AHP valuers had been left off existing methodologies, a new methodology including such validation procedures is required to make more reliable decisions. In this research, idea decision results are derived using Monte Carlo Simulation in cases where AHP valuers do not have expertise in the specific project, and these results are compared with the results derived from experts to develop a new analysis model to make more reliable decisions. Finally, this new analysis is applied to various field case studies of road and rail carried out by the Korea Development Institute (KDI) between 2003 and 2006 to validate the new analysis model. The study found that approximately 20% of decisions resulting from the existing methodology are considered prudent. In future studies, the authors suggest analyzing the correlation between initial weights and final results since final results are enormously influenced by the initial weight.

The SWOT-AHP Framework for the Enterprise Cloud Computing Strategy (기업의 클라우드 컴퓨팅 전략수립을 위한 SWOT-AHP 프레임워크 개발)

  • Tang, Nguyen Hanh;Shao, Jing;Lee, Young-Chan
    • The Journal of Information Systems
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    • v.22 no.2
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    • pp.85-104
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    • 2013
  • 최근 클라우드 컴퓨팅이 학계나 실무계에서 많은 주목을 받고 있으며, 공공기관에서도 클라우드 컴퓨팅을 도입하고 있는 추세에 있다. 클라우드 컴퓨팅은 장 단점을 모두 가지고 있지만 지속적으로 발전하고 있으며, 기업들은 클라우드 기반의 정보시스템을 도입하기 위한 다양한 솔루션들을 활용하고 있다. 따라서 기업에서 클라우드 컴퓨팅 도입을 위해 고려해야 할 요소들은 무엇이며, 어떻게 계획을 수립할 것인지는 시급한 과제라고 할 수 있다. 본 논문의 목적은 기업이 클라우드 컴퓨팅 채택 전략을 수립하기 위한 프레임 워크를 제시하는 것이다. 구체적으로, SWOT-AHP는 클라우드 컴퓨팅을 실행하는 과정에서 강점-약점-기회-위협 요인을 파악하고, 전략 계획을 보다 효율적으로 수립 하는데 사용된다. 경영전략 이론에서 널리 알려져 있는 SWOT과 다기준의사결정기법 중 실무에서 가장 활발하게 사용되고 있는 AHP는 복잡하지 않고 적용이 쉽기 때문에 본 연구에서 제안하는 방법을 이용한다면 실무에서도 큰 어려움 없이 SWOT-AHP 프레임워크를 클라우드 컴퓨팅 전략수립에 적용할 수 있을 것으로 기대한다.

A Study on the Importance Analysis of Reliability, Security, Economic Efficiency Factors that Companies Should Determine When Adopting Cloud Computing Services (클라우드 컴퓨팅 서비스 채택 시 기업이 판단해야 하는 신뢰성, 보안성, 경제성 요인의 중요도 분석)

  • Kang, Da-Yeon
    • Journal of Digital Convergence
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    • v.19 no.9
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    • pp.75-81
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    • 2021
  • The purpose of this research is to derive and evaluate priorities for critical factors that must be determined before an enterprise adopts a cloud computing service. AHP analysis techniques were used to reflect decisions made by experts as research methods. AHP is a decision-making technique that expresses complex decision-making problems hierarchically and derives the best alternatives through pairwise comparison between the items of the hierarchy. Compared to the existing statistical decision making techniques, the decision making process is systematic and simple, making it easy to understand. In addition, the procedure is also reasonable by providing an indicator to determine the consistency of the decision maker in the analysis process. The analysis results of this research showed that security was the first priority, reliability was the second priority, and economic efficiency was the third priority. Among the factors in the first-priority security items, the access control rights and the safety factors of external threats are the most important factors. Research results can be used as a guideline in future practice, and it is necessary to evaluate, compare and analyze the satisfaction of companies that have adopted cloud computing services in the future.