• 제목/요약/키워드: Analytic Hierarchy Process (AHP) Analysis

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온라인 플랫폼 사용에 대한 선정요인 중요도분석: AHP 기법을 중심으로 (Analysis of important decision factor for online platform use: an Analytical Hierarchy Process approach)

  • 이돈희
    • 한국산업정보학회논문지
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    • 제26권6호
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    • pp.81-96
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    • 2021
  • 본 연구는 온라인 플랫폼 사용 선정에 영향을 미치는 요인에 대한 중요도를 분석하여 운영최적화를 위한 전략방안을 제시하고자 한다. 연구목적을 달성하기 위해 서비스 접점과 관련된 선행연구 고찰을 통해 온라인 플랫폼 이용시 중요시하는 요인을 고찰하여 평가항목을 개발하였다. 둘째, 소비자가 온라인 플랫폼 선택에서 중요하게 평가하는 요소를 모바일 또는 컴퓨터 기반 인터넷 사용자 10명으로부터 수집된 데이터 AHP(Analytic Hierarchy Process) 기법을 이용하여 우선순위를 분석하였다. 종합적인 분석결과, 중요도 우선순위에서 제품 다양성이 27.4%로 가장 높게 나타났으며, 다음으로 사용용이성 항목이 21.5%, 브랜드 신뢰성 18.1%, 제공자와의 상호작용 17.7%, 접근용이성 15.3%의 순위로 나타났다. 연구결과는 온라인 플랫폼 기반 비즈니스 기업에게 고객기반 가치창출을 고려시 유용한 정보를 제공한다.

AHP기법을 이용한 IT서비스 핵심 프로세스 분석에 관한 연구 -ITIL 관점에서- (A Study on the Analysis of IT Service Core Process using the AHP -In the Perspective of ITIL-)

  • 이휘재;김대성
    • 한국경영과학회:학술대회논문집
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    • 한국경영과학회 2005년도 추계학술대회 및 정기총회
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    • pp.207-212
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    • 2005
  • The SM(System Management) is more important than SI(System Integration) in business model of software industry. And the role of ITO(IT Outsourcing) is increasing, recently. Also, The interest of ITIL increasing in the software industry. In the perspective of business, IT organization has been transformed from supportive division the core business organization, IT organization needs the satisfaction of customer’s requirements. So, process oriented IT management is required. In the perspective of technique, according to need of IT infra for a rapid change management, an application management, systematic development and operating process are required. Therefore, this paper analyzes of IT service core process in service support and service delivery that was offered by ITIL using the AHP methodology This paper shows the results of IT service survey in domestic software industry. And this paper gives a guideline of introduction ITIL

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AHP를 이용한 해군 호위함 전투효과 측정에 관한 연구 (A Study on the Measuring of Combat Effectiveness for Naval Frigates Using Analytic Hierarchy Process)

  • 김기태;임요준
    • 산업경영시스템학회지
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    • 제44권1호
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    • pp.9-16
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    • 2021
  • Modern combat has been extended to the concept of real-time response to a variety of threats simultaneously occurring in vast areas. In order to quick command determination and accurate engagement in these threats, the combat system has emerged in frigate. Frigates conduct anti-surface, anti-submarine, and anti-aircraft as the core forces of the fleet. In this study, the combat effectiveness measures naval frigates using AHP (analytic hierarchy process) method. A hierarchical structure for measuring the combat effectiveness was developed, and weights of criteria were calculated by expert surveys and pair-wise comparisons. In addition, the combat effectiveness of frigates was synthesized and compared. The weights for each attribute were calculated, and the weights for the three main attributes were in the order of act (0.594), evaluate (0.277), and see (0.129). As a result of calculating the weight, anti surface warfare (0.203) was the highest. The combat effectiveness of FFG Batch-III, which has advanced hardware and software and improved combat system capabilities, see (1.73 to 2.56 times), evaluate (1.68 to 2.08 times), and act (1.31 to 3.80 times) better than the comparative frigate. In summarizing the combat effects of the frigate, FFG Batch-III was 1.41~2.95 times superior to the comparative frigate. In particular, a group of experts evaluated the act importantly, resulting in better combat effectiveness.

농업분야 소규모 협동조합 유통체계 구축을 위한 우선순위 평가 (Evaluating Policy Priorities in Small Agricultural Cooperatives for Distribution Systems)

  • 김창환;황대용
    • 유통과학연구
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    • 제13권12호
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    • pp.65-71
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    • 2015
  • Purpose - Domestic cooperatives tend to increase during the establishment of cooperatives and gradually through the basic law of social needs. However, only cooperatives' qualitative grow this secured without blessings, and their quantitative growth through government support is questionable. The purpose of this study is to analyze the agricultural cooperatives established through the Distribution System Cooperatives Basic Law, which was enacted in January 2012. Subsequently, establishing agricultural cooperatives was done briskly. However, cooperatives established rapidly after the founding of the Basic Law encountered problems. Research design, data, and methodology - To assess the performance of selected agricultural cooperatives, data were analyzed using the methodological Analytic Hierarchy Process (AHP) approach. The AHP is a set of systematic procedures to hierarchically analyze the elements of any problem. Using a survey on expertise, a series of comparative determinations of each pair is performed to evaluate the relative strengths and the strengths of the impact between elements within the hierarchy. A survey was conducted on 10 small agricultural cooperatives using AHP analysis for the examination. The purpose of such research and analysis is to recommend a direction for future policies aimed at small agricultural cooperatives. Result - This study applied three types of policy evaluation criterion, including market expansions, organizations, and cooperative projects, and 12 types of small agricultural cooperative policy measures. Market expansion policies for agricultural cooperatives are classified into four categories: school meals, direct transactions, shopping malls, and wholesale markets. Organizational policies for agricultural cooperatives are classified into four types: existing sales channel management, education, preventing free riding, and enlarging members. Cooperative project policies in agricultural cooperatives are classified into four policy areas: cooperation between cooperatives, community contribution, joint businesses, and government links. In this paper, the growth priority in agricultural cooperative policies is analyzed by applying policy evaluation criteria on the basis of a survey on expertise. The priorities of the policy program are also analyzed using a decision analytic hierarchy process. The results indicate that market expansion is the most important policy evaluation criterion therefore, improving direct transactions, school meals, management of existing sales channels, and shopping malls are crucial policy measures. In contrast, the cooperation of cooperatives, expansion of union members, and cooperation with the government were found to have low priority. Conclusions - Agricultural cooperatives should develop plans as follows. Small agricultural cooperatives need to secure school meals and direct transactions for market expansion, restructure marketing strategies to manage existing sales channels, and, finally, increase education and training for sustainable organizational development. This study has the following limitations. Because the subject of the investigation is a new cooperative, determining its sustainable growth is difficult. Therefore, through analysis and a continuous study of cooperatives, future research is expected to show that modifying the direction of agriculture cooperatives is necessary.

AHP 기법을 이용한 부유식 해상 풍력 단지 내 근해자망어업 위험 요인 분석 (Analysis of the risk factors for offshore gillnet fisheries in the floating offshore wind farms based on AHP technique)

  • 안종갑;박유진;정유진;안영수
    • 수산해양기술연구
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    • 제59권4호
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    • pp.354-361
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    • 2023
  • In this study, the AHP (analytic hierarchy process) technique was used to analyze the risk of expected risk factors and fishing possibilities during gillnet fishing within the floating offshore wind farms (floating OWF). For this purpose, the risks that may occur during gillnet fishing within the floating offshore wind farms were defined as collisions, entanglements, and snags. In addition, the risk factors that cause these risks were classified into three upper risk factors and ten sub risk factors, and the three alternatives to gillnet fishing available within the floating OWF were classified and a hierarchy was established. Lastly, a survey was conducted targeting fisheries and marine experts and the response results were analyzed. As a result of the analysis, among the top risk factors, the risk was the greatest when laying fishing gear. The risk of the sub factors for each upper risk was found to be the highest at the berthing (mooring), the final hauling of fishing net, and the laying of the bottom layer net. Based on the alternatives, the average of the integrated risk rankings showed that allowing full navigation/fisheries had the highest risk. As a result of the final ranking analysis of the integrated risk, the overall ranking of allowing navigation/fisheries in areas where bottom layer nets were laid was ranked the first when moving vessels within the floating OWF was analyzed as the lowest integrated risk ranking of the 30th at the ban on navigation/fisheries. Through this, navigation was analyzed to be possible while it was analyzed that the possibility of gillnet fishing within the floating OWF was not high.

계층분석과정(AHP)에 의한 가뭄시 용수배분 우선순위 위사 결정 (Decision Making for Priority of Water Allocation during Drought by Analytic Hierarchy Process)

  • 이현재;심명필
    • 한국수자원학회논문집
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    • 제35권6호
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    • pp.703-714
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    • 2002
  • 가뭄시 다양한 수요자의 수요량을 충족하지 못하고 한정된 물을 공급함으로 인해 많은 분쟁이 발생되고 있으며, 이를 해결하기 위하여 사회적 합의를 도출할 수 있는 용도별 용수 우선 순위의 의사 결정이 이루어져야 한다. 이와 같은 의사결정은 합리적이며 시스템적인 절차로 수행한다. 첫째, 가뭄으로 인한 영향을 받는 경제적, 환경적, 사회적 관점과 그와 관련된 세부적 속성들을 기준 레벨로 정하고 4가지의 대안을 명시한다. 둘째, 전문가와 지역주민에 대하여 쌍대비교 방법으로 설문을 실시한다. 최종적으로 의사속성결정법중의 하나인 계층분석과정(AHP)에 의해 상대적 가중치와 대안의 우선순위를 결정한다. 분석 결과 가뭄시 용수배분은 생활용수. 농업용수, 공업용수, 하천유지용수 순으로 배분하여야 하는 것으로 나타났다. AHP 기법은 설문시 일관성을 유지할 수 있는 방법만 개선된다면 수자원 시스템의 의사결정에 폭 넓게 적용될 수 있으리라 판단된다.

AHP와 Conjoint Analysis간의 통합에 의한 인터페이스 사용성 평가 방법 개발 (Development of the Interface Usability Evaluation Technique Using Integration of AHP and Conjoint Analysis)

  • 문형돈;박범
    • 대한인간공학회:학술대회논문집
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    • 대한인간공학회 1998년도 춘계학술대회논문집
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    • pp.93-98
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    • 1998
  • Recently, consumers are tend to purchase the user-centered designed product using interface enginnering and human factors techniques. Therefore, it is important that the designer's requirements should be analyzed focused on the human machine interface. This paper described the interface usability evaluation technique(suvjective evaluation) for the interface between user and product. This methodology is the integrated interface usbility evaluation method AHP and Conjoint Analysis. AHP(Analytic Hierarchy Process) is a multicriteria decision model to give priority after expressing hierarchically for decision making problem. Conjoint Analysis enduavors to unravel the value, or partworths, that consumers place on the product or service's attributes from experimental subjects' evluation of profiles based on hypothetical products or services. A new usability test methodology proposed by this paper includes techniques jointed both consistency test by AHP and experimental subjective evaluation of profiles by Conjoint Analysis for evaluating the user's emotion and impression.

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한국 서비스기업의 TQM 활동 효율성에 관한 연구 (A Study on the Efficiency of Total Quality Management Activities in Service Sector)

  • 유한주
    • 품질경영학회지
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    • 제32권4호
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    • pp.92-102
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    • 2004
  • In this era of intense competition, TQM has become the key program in organizations as they strive for a competitive advantage. It has been applied to manufacturing and service sector since BNQA model was established in 1987. TQM literature for manufacturing sector abounds with empirical studies on the critical dimensions of TQM, but there is few empirical studies on the TQM evaluation for service sector. In this paper, two methodologies are applied to evaluate the TQM activities of service companies comparatively One of them is the traditional scoring system(TSS) by analytic hierarchy process(AHP). The other is the efficiency measuring system(EMS) by data envelopment analysis(DEA). DEA outperformed other alternative methods to measure the efficiency and it can be applied to evaluate the TQM activities. The objective of this paper is to evaluate TQM activities of domestic service companies by applying TAE(Total quality management Activities Evaluation) model to them. The result of this study is that TSS scores are not significantly correlated with EMS scores. It means that service organizations must not only make efforts to get the higher scores in terms of TSS but also take necessary steps to enhance their efficiencies.

A Study on the Application of GIS and AHP for the Optimization of Route Selection

  • Lee, Hyung-Seok;Yun, Hee-Cheon;Kang, Joon-Mook
    • Korean Journal of Geomatics
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    • 제1권1호
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    • pp.95-101
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    • 2001
  • In a route plan, the route selection is a complicated problem to consider the spatial distribution and influence through overall related data and objective analysis on the social, economic and technical condition. The developed system in this study was compared and estimated by deciding a practical section for its validity and efficiency. Using Geographic Information System (GIS), the various information required for route selections in database was constructed, the characteristics of subject area by executing three-dimensional terrain analysis was grasped effectively, and the control point through buffering, overlay and location operation was extracted. An optimum route was selected by calculating the sum of alternatives to the sub-criteria weight, and from this result, there is a difference between real route and proposed route according to the prioritization of decision criteria based on the importance. This research could be constructed and applied geospatial information to the reasonable route plan and an optimum route selection efficiently using GIS. Therefore, the applications are presented by applying Analytic Hierarchy Process (AHP) to the decision-making of information needed in route selection.

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A study on the development directions of a smart counter-drone defense system based on the future technological environment

  • Jindong Kim;Jonggeun Choi;Hyukjin Kwon
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제18권7호
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    • pp.1929-1952
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    • 2024
  • The development of drones is transforming society as a whole and playing a game-changing role in warfare. However, numerous problems pose threats to the lives and safety of people, and the counter-drone system lags behind the rapid development of drones. Most countries, including South Korea, have not established a reliable counter-drone system in response to the threat posed by numerous drones. Due to budget constraints in each country, an Analytic Hierarchy Process (AHP) analysis was conducted among a group of experts who have been involved in policymaking and research and development related to counter-drone systems. This analysis aimed to determine the priority of building a counter-drone system. Based on various research data, the counter-drone system was analyzed in three stages: detection/identification, governance, and response. The hierarchical design mapped out the existing researched counter-drone technology into a hierarchical model consisting of 31 evaluation criteria. The conclusion provided a roadmap for establishing a counter-drone system based on the prioritization of each element and considering factors such as technological advancement, outlining directions for development in each field.