• Title/Summary/Keyword: AHP 분석 기법

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A Study on the Weight between Factors of 3C-D-T using AHP (AHP 기법을 이용한 3C-D-T 웹사이트 평가모형 범주간 가중치연구)

  • 문병관;홍일유
    • Proceedings of the Korean Operations and Management Science Society Conference
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    • 2004.10a
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    • pp.47-50
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    • 2004
  • 웹사이트의 품질 평가는 기본적으로 품질과 관련한 개별 평가요소들에 대한 측정을 필요로 한다. 또 이러한 요소들은 웹사이트 유형에 따라 그 상대적 중요도가 다르기 때문에, 개별 웹사이트 유형에 따라 요소들의 중요도를 정확히 산출하는 것이 성공적 평가의 관건이다. 그러나 웹사이트 평가요소들의 가중치에 대한 합리적 산출방법에 관한 연구는 아직 미흡한 실정이다. 본 연구에서는 평가요소들에 대한 가중치를 AHP기법을 이용하여 합리적으로 도출하기 위하여 인터넷뱅킹 이용자들을 대상으로 개별 평가요소들의 중요도에 대한 인식을 조사하여 분석하였다.

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Weighting Value Evaluation of Condition Assessment Item in Reinforced Earth Retaining Walls by Applying Hybrid Weighting Technique (혼합 가중치를 적용한 보강토 옹벽의 상태평가항목 가중치 평가)

  • Lee, Hyung Do;Won, Jeong-Hun;Seong, Joohyun
    • Journal of the Korea institute for structural maintenance and inspection
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    • v.21 no.5
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    • pp.83-93
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    • 2017
  • This study proposed the new weighting values and fault points of condition assessment items for reinforced earth retaining walls based on the combination the inspection data and hybrid weighting technique. Utilizing the inspection data of 161 reinforced earth retaining walls, multi regression analysis and entropy technique were applied to gain the weighting values of condition assessment items. In addition, the weighting values by AHP technique was analyzed based on the opinion of experts. By appling hybrid weighting technique to the calculated weighting values obtained by the individual technique, the new weighting values of condition assessment items were proposed, and the fault points and fault indices of reinforced earth retaining walls were proposed. Results showed that the rank of the weighting value of the condition evaluation items was fluctuated according to the multiple regression analysis, AHP technique, and entropy technique. There was no duplication of the rank of the weighting value while the current weighting value was overlapped. Specially, in the rsults of multi regression analysis, two condition assessment items were occupied 70% of the total weights. When the proposed weighting values were applied to existing reinforced earth retaining wall of 161, 16 reinforced earth retaining walls showed the increased risk rank and 31 represented the decreased risk rank.

An Evaluation of Airports' Service Provision Based on Consumer Perception (소비자 인식에 따른 주요공항의 서비스 평가)

  • Park, Yong-Hwa;Choe, Jeong-Gyu
    • Journal of Korean Society of Transportation
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    • v.25 no.2 s.95
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    • pp.27-37
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    • 2007
  • This research has been carried out for assessing the competitiveness of the major Asian airports based on the quality of service provision. Five airports were selected for evaluation: Hong Kong, Singapore Changi, Tokyo Narita, Bangkok Don Muang, and Seoul Incheon International Airport. For evaluation of these selected airports, AHP and IPA techniques were applied. Five main factors were defined through a literature review of previous studies: concreteness, convenience, economic efficiency, respondency, and accessability. Hong Kong International Airport had the strongest airport in the Asian region, followed by Incheon International Airport. The least competitive airports were Bangkok and Tokyo Narita International Airport in regards to users' perception for the provision of services at the airport.

Development of Analytic Hierarchy Process or Solving Dependence Relation between Multicriteria (다기준 평가항목간 중복도를 반영한 AHP 기법 개발)

  • 송기한;홍상연;정성봉;전경수
    • Journal of Korean Society of Transportation
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    • v.20 no.7
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    • pp.15-22
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    • 2002
  • Transportation project appraisal should be precise in order to increase the social welfare and efficiency, and it has been evaluated by only a single criterion analysis such as benefit/cost analysis. However, this method cannot assess some qualitative items, and cannot get a proper solution for the clash of interests among various groups. Therefore, the multi-criteria analysis, which can control these problems, is needed, and then Saaty has developed one of these methods, AHP(Analytic Hierarchy Process) method. In AHP, the project is evaluated through weighted score of the criteria and the alternatives, which is surveyed by a questionnaire of specialists. It is based on some strict suppositions such as reciprocal comparison, homogeneity, expectation, independence relationship between multi-criteria, but supposing that each criterion has independence relation with others is too difficult in two reasons. First, in real situation, there cannot be perfect independence relationship between standards. Second, individuals, even though they are specialists of that area, do not feel the degree of independence relation as same as others. This paper develops a modified AHP method for solving this dependence relationship between multi-criteria. First of all. in this method, the degree of dependence relationship between multi-criteria that the specialist feels is surveyed and included to the weighted score of multi-criteria This study supposes three methods to implement this idea. The first model products the degree of dependence relationship in the first step for calculating the weighted score, and the others adjust the result of weighted score from the basic AHP method to the dependence relationship. One of the second methods distributes the cross weighted score to each standard by constant ratio, and the other splits them using Fuzzy measure such as Bel and Pl. Finally, in order to validate these methods, this paper applies them to evaluate the alternatives which can control public resentments against Korean rail path in a city area.

GIS-based Land Suitability Assessment for Pears (Pyrus) Using Soil and Climate Conditions in South Korea (GIS 기반의 토양 및 기후조건 통합 배 과수의 적지 평가)

  • Kim, Hojung;Shim, Kyo-Moon
    • Korean Journal of Agricultural and Forest Meteorology
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    • v.21 no.4
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    • pp.337-346
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    • 2019
  • Land suitability assessments for agricultural crop production determine the suitability of an area in terms of crop yields. We employed the maximum limiting characteristic method (MLCM) and an analytic hierarchy process (AHP) to assess land suitability for Pears (Pyrus) in all Korean provinces (Dos). In general, suitability grades according to the MLCM were much lower than those according to the AHP. The MLCM determined that suitable areas (S1, S2, and S3) exist on 19.55% of the land, whereas 99.08% of the land was classified as suitable by the AHP. Based on information on pear farms in each Korean province in 5 years (1982, 1987, 1992, 1997, 2002, and 2007), the proportion of suitable land area according to the MLCM in each province as compared to all suitable areas was closer to the proportion of areas covered by pear farms in the 5 years in each province and also to the proportion of pear farm areas in 2007 in each province. Based on the assumption that if a province has more suitable areas for pears, more pears will be cultivated in that province, the results of the MLCM can be regarded as more accurate than those of the AHP.

An Analysis on the Relative Importance of Local Disaster Response Factors using AHP Method (AHP기법을 이용한 국지적 수재해 대응지표간의 중요도 분석)

  • Lee, Jin-Hyeong;Lee, Youn-Ha;Lee, Ji-Su;Hong, Won-Hwa
    • Proceedings of the Korean Society of Disaster Information Conference
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    • 2015.11a
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    • pp.250-251
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    • 2015
  • 전 세계적으로 지구온난화로 인한 기후변화의 영향으로 예측이 어려운 돌발성 기후로 인한 재난 사례가 급증하고 있다. 이처럼 재해를 유발하는 위험기상 현상의 강도는 점점 증가하지만 인구와 사회기반 시설은 한 곳에 집중되면서 지역적 단위가 아닌 지구단위 규모의 국지적 기상재해가 증가하고 있는 추세이다. 이에 따른 재해의 안전성과 취약성을 평가하는 다양한 연구가 수행되고 있으나, 대응관점에서의 성능 평가에 대한 절차와 연구는 상대적으로 미비한 실정이다. 따라서 본 연구에서는 국내외 수재해 대응 평가요소를 조사하여 도출된 대응요소의 중요도를 AHP기법을 이용하여 분석하였다.

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The Selection of Roof Waterproofing Methods using the Analytic Hierarchy Process (AHP) Technique (AHP 기법을 활용한 지붕방수공법 선정에 관한 연구)

  • Choi, Oh-Young;Cho, Hong-Gyu;Kim, Gwang-Hee
    • Journal of the Korea Institute of Building Construction
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    • v.10 no.4
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    • pp.95-103
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    • 2010
  • The purpose of this study is to propose a decision-making technique for selecting waterproofing methods using the Analytic Hierarchy Process (AHP) technique. In this study, a questionnaire survey was given to a group of specialists, which included design specialists, construction specialists, and maintenance specialists, regarding their experience with roof waterproofing methods. The 1st level hierarchy of the questionnaire survey addressed the function, economics, and maintenance of each of the roof waterproofing methods. The rank of 13 items of questionnaire, which is the 2nd level hierarchy of the questionnaire survey, is calculated using Expert Choice Solution. The analysis of questionnaire survey shows that each specialist selects different roof waterproofing methods, and all specialists make much of waterproof performance.

(A Study on the Evaluation Method of Source Selection in Case of Weapon System Purchase Project) (무기체계 구매사업시 기종결정 평가방법에 관한 연구)

  • Choi, Jin-Seok;Lyu, Kyu-Yeol
    • Journal of the military operations research society of Korea
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    • v.35 no.1
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    • pp.63-82
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    • 2009
  • The purpose of this study is to analyze the problems of current rules and regulations on the source selection for weapon system in defense acquisition project and suggest several techniques to ensure objectivity and fairness. As an application example, Helicopter source selection was presented. It was analyzed and compared through technique application and strength and weakness analysis of AHP, PROMETHEE and Attribute Transformation. The decision making techniques which make all conditions satisfactory in all situations are nonexistent. Thus, it is estimated that we can maintain the objectivity in the source selection of weapon systems by applying suitable decision making techniques in accordance with the patterns of evaluation item.

Fuzzy-AHP를 이용한 광양항 물류산업 인프라 분석

  • Yun, Dong-Ha;Choe, Yong-Seok
    • Proceedings of the Korean Institute of Navigation and Port Research Conference
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    • 2011.11a
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    • pp.186-188
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    • 2011
  • 본 연구는 광양항 물류산업 인프라 우선순위 분석을 위하여 Fuzzy AHP 기법을 적용하였다. 본 연구에서는 의사결정을 위한 측정요소로 수익성, 용이성, 시급성, 장래성이 선정되었고, 대안으로는 글로벌 네트워킹 구축, 물류전문인력 양성, 친환경저비용항만 운영, 전문물류기업 육성이 선정되었다. 대안의 우선순위는 글로벌네트워킹 구축, 친환경저비용항만 운영, 전문물류기업 육성, 물류전문인력 양성 순서로 나타났다.

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A Comparative Analysis for the knowledge of Data Mining Techniques with Experties (Data Mining 기법들과 전문가들로부터 추출된 지식에 관한 실증적 비교 연구)

  • 김광용;손광기;홍온선
    • Journal of Intelligence and Information Systems
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    • v.4 no.1
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    • pp.41-58
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    • 1998
  • 본 연구는 여러 가지 Data Mining 기법들로부터 도출된 지식과 AHP를 이용하여 도출된 전문가의 지식을 사용된 정보의 특성에 따라 조사하고, 이러한 각각의 지식들을 중심으로 부도예측 모형을 설계한 후, 각 모형의 특성 및 부도예측력에 대한 실증적 비교연구에 그 목적을 두고 있다. 사용된 Data Mining 기법들은 통계적 다중판별분석 모형, ID3 모형, 인공신경망 모형이며, 전문가 지식의 추출은 AHP를 사용하여 45명의 전문가로부터 부도와 관련하여 인터뷰 및 설문조사를 실시하였다. 특히 부도예측에 사용된 변수의 특성을 정량적 재무정보와 정성적 비재무정보로 나누어서 각 모형의 특성을 비교연구하였다. 연구결과 부도예측시 정성적정보의 중요성을 확인하였으며, 전문가의 지식을 기반으로한 AHP 모형이 위험예측모형으로 사용될 수 있음을 실증적으로 보여주었다.

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