• Title/Summary/Keyword: AHP{analytic hierarchy processing}

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The Application of Analytic Hierarchy Process to the Web-Site Selection (AHP를 이용한 고객선호 웹사이트 선정기법에 관한 연구)

  • Kang, Ye-Hyeon;Chu, Gyeong-Gyun;Rhew, Sung-Yul
    • Proceedings of the Korea Information Processing Society Conference
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    • 2003.05c
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    • pp.1693-1696
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    • 2003
  • 인터넷의 발달로 웹 상에서 상품을 거래하는 전자상거래가 대두되었고 이러한 거래를 발생시키는 곳이 웹사이트이므로 그 역할은 매우 크다. 따라서, 고객이 선호하는 웹사이트의 비교 분석은 반드시 필요하게 되었다. 본 논문에서는 대표적인 온라인 서점 세 곳의 웹사이트에 AHP(Analytic Hierarchy Process, 분석적 계층과정)를 적용하여 비교 분석하고, 고객이 선호하는 웹사이트를 제안했다. AHP란 어떤 기준에 의거하여 요소들을 선택할 때 사용할 수 있는 의사결정방법이다. 이 논문을 통하여 AHP가 고객이 선호하는 웹사이트 선정 시 매우 유용함을 보여주었고, 나아가 발전가능성이 높은 전자상거래의 다른 분야에도 효과적으로 활용하고자 한다.

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AHP-Based Recommendation System of Mobile Games Reflecting User Preferences (사용자 선호도를 반영한 AHP 기반 모바일 게임 추천 시스템)

  • Oh, Jae-Taek;Lee, Sang-Yong
    • Journal of Digital Convergence
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    • v.15 no.1
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    • pp.427-433
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    • 2017
  • Mobile game users tend to value the opinions from their friends or SNS when making a decision on which game to play. This is because they are not satisfied with the information on suggestions provided by the conventional mobile game recommendation systems. In this research, we made a system that can reflect user preference directly by using Analytic Hierarchy Process(AHP). In the system, the hierarchy of AHP is composed of final goal(Level 1), evaluation basis(Level 2) and alternative(Level 3). And the system is made up of an input module, an AHP processing module, a recommendation module and database. Through comparison analysis with two conventional systems to test the performance of the system, we could find that the system got more higher satisfaction than the other systems.

Priority Setting for Future Core Technologies in Biosystems Engineering using the Analytic Hierarchy Process (AHP를 이용한 기계화분야 미래유망기술의 우선순위 설정)

  • 이종인;김만수;조근태;김재한
    • Journal of Biosystems Engineering
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    • v.29 no.2
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    • pp.187-194
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    • 2004
  • The study focused on setting priority among the future core technologies that were derived by Delphi in agricultural management & information using analytic hierarchy process(AHP). Items for setting priority were decided as ‘technology’, ‘market’, and ‘public concerns’by council. The future core technologies were divided into four parts by importance and R&D level. Technologies which consisted of upper two parts having higher importance were considered in the study. Questionnaires were given to 9 specialists in biosystems engineering. As the results, ‘market’ was decided as a most important item. The most important technologies were ‘Developing technology and system of post harvest processing for higher quality rice’ in group I, and ‘Developing sensor technology to evaluate quality and safety for agricultural products’ in group II.

Priorities Analysis of NCS Vocational Key Competence of Nurse using AHP Method (AHP기법을 활용한 간호사의 NCS직업기초능력 우선순위 분석)

  • Park, Ji Yun;Lee, Myung Sun
    • The Journal of Korean Society for School & Community Health Education
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    • v.18 no.3
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    • pp.83-95
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    • 2017
  • Objectives: The purpose of the research is understand the priorities of national competency standards vocational key competence factors in nurse who is work in Seoul and Incheon. Methods: The design of this study is descriptive investigation research, and the subjects were 144 nurse. we establish the vocational key competency defined in national competency standards as analytic hierarchy analysis model. The vocational key competency has 10 categories and 34 sub-categories. And based on the survey in nurse, the weight representing relative importance of each factor were calculated by using analytic hierarchy process method. Results: The analytic hierarchy process analysis on 10 categories showed that professional ethics(0.149) was higher than any other categories while that of numeracy(0.040) was at the bottom. And the analysis on sub-categories revealed that the most important factors in each categories included the Ethical community(Professional ethics), Conflict management skills(Interpersonal skills), Problem solving capability(Problem-solving skills), Listening skills(Communication skills), Applicable technical skills(Technical skills), Ability to understand business(Ability to understand organizational structures), Information processing capabilities(Information capacity), Self-management skills(Self-development capability), Ability to manage time(Resource management capabilities), Basic math skills(Numeracy). Conclusions: The results in this study can be used as basic data for the development of liberal arts curriculum for Nursing.

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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.

An Evaluation of Software Development Methodology Applicability at Medium and Small Business through AHP (AHP를 통해 소규모 소프트웨어 개발을 위한 소프트웨어 개발방법론 적합도 평가)

  • Kim, Kyueok;Yoo, Haeyoung
    • KIPS Transactions on Software and Data Engineering
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    • v.2 no.10
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    • pp.691-696
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    • 2013
  • To develop of a new software, software development methodology is offering the most efficient development methods and management methods. But, it require a lot of time, cost and software engineering specialist. For this reason, we are awaking to the need of it, but it has its problem that is only applied to large-scale software. In this paper, we suggest optimized software development methodology that you can apply to a lot well-used small software development methodology in present, and we prove it through AHP(Analytic Hierarchy Process). This helps small and business not to introduce specialist can efficiently develop and manage software.

A Study on Selection of a Service Composition Target using AHP (AHP를 활용한 서비스 컴포지션 대상 선정에 대한 연구)

  • Kim, Ji-Hyeok;Byun, Jung-Won;Rhew, Sung-Yul
    • The KIPS Transactions:PartD
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    • v.16D no.5
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    • pp.737-746
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    • 2009
  • The appearance of SOA affects business and IT environment and many studies on SOA is progressed in academics and industries. Service will increase extremely and make business opportunity by composing service. In addition, It will support it. However, studies on selection of a service composition target are insufficient. In this study, we propose a framework that select a service composition target so we use Analytic Hierarchy Process methodology. As a result of this study, we enabled service selection to apply functional/non-functional attributes of services, various stakeholder's view and some selection criteria with service composition.

Development on Fuzzy-AHP Ranking Risk Assessment Model for the monitoring systems (관제시스템 구축을 위한 Fuzzy-AHP 위험 순위 평가 모델 개발)

  • Chung, Sung-Hak;Park, Tae-Joon
    • Journal of the Korea Safety Management & Science
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    • v.13 no.2
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    • pp.51-59
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    • 2011
  • The objective of this study is to develop an evaluation model for the National highway risky areas. Thus, for the purposes of doing this, National highway risky area evaluated targeting to provide determination ranking and suggesting rival-superiority factors as well as under-inferiority factors in ten National highway risky areas. This study developed for modules of risky areas evaluation, using fuzzy set theory and analytic hierarchy process for evaluation model of National highway risky area in transport environment. The preceding studies assess risk analysis through analysis of causal relationships by National highway safety sector not only handles rating scale development suitable for assessment area by referring to accident frequency model but also geometric structures model. As result of this study, this model of Fuzzy Ahp Risk Analysis (FARA) apply for programmable design in real time processing through easily derive strategy for improvement activities to provide a decision-making effectively. Furthermore, this study contributes frame for improvements of National highway construction for renovation's priority strategy as well as future's policy schemes.

A Study of Design for the Integrated Architecture of SOA and WOA (SOA와 WOA의 통합 아키텍처 설계에 관한 연구)

  • Park, So-Hyun;Yoo, Hae-Young
    • The KIPS Transactions:PartD
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    • v.17D no.5
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    • pp.317-326
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    • 2010
  • Service Oriented Architecture (SOA), which supports various features such as interoperability and reusability of IT resources, comes into the spotlight as an effective approach for adapting new business environmental changes. SOA, however, has some problems including the high realization complexity and low Return on Investment (ROI). To solve these problems, Web Oriented Architecture (WOA) has gained attention. However, it also has some drawbacks about security concerns and unstable message transmissions. In this paper, we design a novel integrated architecture that classifies services into inside and outside ones and applies SOA for the former and WOA for the latter, respectively. By converging the advantages of SOA and WOA simultaneously, the proposed architecture becomes more simple and service-oriented, and can satisfy diverse requirements of customers. The usefulness evaluation of the proposed architecture is conducted through the Analytic Hierarchy Process (AHP) scheme.

Priority analysis of NCS based vocational core competency of dental hygienists in Gwangju (광주광역시 치과위생사의 NCS 기반 직업기초능력 우선순위 분석)

  • Hong, Nam-Hee
    • Journal of Korean society of Dental Hygiene
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    • v.16 no.3
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    • pp.337-346
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    • 2016
  • Objectives: This study aims to investigate and analyzed the priority of vocational core competency factors in dental hygienists in Gwangju. Methods: Expert survey was conducted and Analytic Hierarchy Process(AHP) was applied to evaluate the weighting factors. First, we established the vocational core competency defined in NCS as AHP analysis model. The vocational core competency has 10 categories and 34 sub-categories. Secondly, AHP survey was conducted by 195 dental hygienists in Gwangju. Finally, the weights representing relative importance of each factor were calculated by using AHP method. Results: The AHP analysis on 10 categories showed that the weighting of interpersonal skills(0.165) was higher than any other categories while that of numeracy(0.035) was at the bottom, and the analysis on sub-categories revealed that the most important factors in each categories included the teamwork skills(interpersonal skills), problem-solving capability(problem-solving skills), listening skills(communication skills), ethical community(professional ethics), ability to understand business(ability to understand organizational structure), applicable technical skills(technical skills), self-management skills(self-development capability), information processing capabilities(information capacity), ability to manage time(resource management capabilities) and basic math skills(numeracy). Conclusions: The results in this study can be used as basic data for the development of liberal arts curriculum for dental hygiene education.