• Title/Summary/Keyword: Analytic hierarchy process (AHP)

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On the Optimal Selection of Smart Phone by Analytic Hierarchy Process (AHP를 이용한 스마트폰의 최적선정에 관한 연구)

  • Chung, Soon-Suk;Kim, Kwang-Soo
    • Proceedings of the Safety Management and Science Conference
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    • 2010.11a
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    • pp.199-207
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    • 2010
  • Decision analysis has becomes an important technique for decision making in the face of uncertainty. It is characterized by enumerating all the available courses of action, identifying the payoffs for all possible outcomes, and quantifying the subjective probabilities for the all possible random events. When the data are available, decision analysis becomes a powerful tool for determining an optimal course of action. In this paper, we use the analytic hierarchy process in weights calculating. For the purpose of making optimal decision, the data of three different smart phones models are used.

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A SCM System Selection Problem using AHP Technique based on Benefit/Cost Analysis (편익/비용분석 기반의 AHP 기법을 이용한 SCM 시스템 선정 모델)

  • Seo, Kwang-Kyu
    • Journal of the Korea Safety Management & Science
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    • v.11 no.2
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    • pp.153-158
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    • 2009
  • An optimal selection problem of SCM system is one of the critical issues for the company's competitiveness and performance under global economy. This paper presents a hierarchy model consisted of characteristic factors for introducing SCM system and an AHP (Analytic Hierarchy Process) based decision-making model for SCM system evaluation and selection. The proposed model can systematically construct the objectives of SCM system selection to meet the business goals. This paper focuses on selecting an optimal SCM system considering both all decision factors and sub-decision factors of a hierarchy model. Especially, the benefit/cost analysis is applied to choose SCM system. A case study shows the feasibility of the proposed model and the model can help a company to make better decision-making in the SCM system selection problem.

Estimating Cost Adjustment Factors of Software Development Projects using Analytic Hierarchy Process (AHP를 이용한 소프트웨어 개발비 보정계수 산정)

  • Kim, Woo-Je;Park, Chan-Kyoo;Shin, Soo-Jeong
    • IE interfaces
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    • v.17 no.spc
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    • pp.1-10
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    • 2004
  • The purpose of this paper is to reorganize cost adjustment factors of software development projects in estimating software development cost, and derive adjustment coefficients of application types and language types by analytical hierarchy process. We constructed a decision-making hierarchy of various criteria which determine the complexity of application types and language types, and conducted a survey on the pairwise comparison among alternatives. Finally, the cost adjustment coefficients of application types and language types were derived by analytic hierarchy process. This paper is the first study in which the analytic hierarchy process was applied to the field of estimating cost adjustment factors of software development projects.

Development of an Analytic Hierarchy Process Model for the Bidder Selection of a Large Construction Project (대형공사의 최적입찰자 선정을 위한 계층분석과정(AHP) 모형의 개발)

  • 정병호;조권익
    • Korean Management Science Review
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    • v.16 no.1
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    • pp.75-85
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    • 1999
  • In recent, an unfaithful construction bring about many social problems. The bidding process considering bidding price firstly is one of the reasons raising an unfaithfull construction work. Thus, we should consider many other criteria including bidding price in the bidder selection process. This paper suggests an analytic hierarchy process(AHP) model for selecting the best bidder of a large construction project. A questionnaire was used to obtain domain experts' opinion about criteria to be considered in the bidding process. A hierarchical structure of the AHP model is formed using criteria obtained in the survey. The model consists of bidding price, construction capability, financial status, faith, and their 17 sub-attributes. The relative importance of bidders are judged by pairwise comparison or absolute measurement. An illustrative example is given to show the process selecting the best bidder using the suggested AHP model.

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Determining the Priorities of Korean Suicide Prevention Policies using Analytic Hierarchy Process(AHP) (AHP기법을 이용한 우리나라 자살예방정책의 우선순위 설정)

  • Kim, Hyo-Jin;Lee, Sue-Hyung;Kang, Eunjeong
    • The Journal of the Korea Contents Association
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    • v.15 no.1
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    • pp.252-263
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    • 2015
  • Since 2004 suicide in Korea was the number 1 cause of mortality among OECD countries, the suicides and suicide mortality rate is constantly increasing. Using AHP(Analytic Hierarchy Process), we examined the main approaches and detailed policies of suicide prevention to confirm an effective suicide policy. A workshop and survey were conducted on August 23rd and 26th, 2013, with 30 people. There were 20 academics (4 social workers, 7 mental health workers, 5 psychiatrists, 4 clinical psychologists), and 5 policymakers and 5 administrative staff. In additional 5 people from social welfare and 5 from clinical psychology fields were survey from september 9 to 12 by e-mail. The research found 4 priorities. They include, suicide attempt management, building up public infrastructure for suicide prevention, support to bereaved families, and crisis management of high risk groups in society.

A Study on Improvement of Feasibility Evaluation for Public Projects (공공사업 타당성 평가의 개선 방안에 관한 연구)

  • Park, Seung-Jun
    • Journal of the Korea Convergence Society
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    • v.8 no.2
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    • pp.163-168
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    • 2017
  • The feasibility evaluation of public projects has been carried out mainly in the economic analysis. However, items of political, technological and balanced regional development aspects are further evaluated by applying analytic hierarchy process, This paper suggests to analyzes preliminary feasibility study of construction and research & development project during the past three years and to verify correlation between B/C ratio and AHP weight. The result shows that the correlation between cost benefit ratio and the weight of the hierarchy is 0.744 in construction projects and 0.899 in research & development project. Namely, AHP weight be under the control of B/C ratio and is devoted to its role against expectation. Therefore it must be sufficiently discussed in various designs of studies to maximize the effects of AHP analysis.

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.

Development of a Modeling for the Evaluation of Student Using the Analytic Hierarchy Process (AHP를 이용한 우수 학생 평가 모델의 개발)

  • Kim, Hyeon-Gyeong;Kim, U-Je
    • Proceedings of the Korean Operations and Management Science Society Conference
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    • 2007.11a
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    • pp.163-166
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    • 2007
  • 본 연구에서는 우수 학생을 알아보기 위해 학생들의 학습 성과 및 과외활동을 바탕으로 평가모형을 설계하고 AHP(Analytic Hierarchy Process) 기법을 통해 분석하였다. 대부분의 대학에서 시행되고 있는 장학금 제도는 평가 기준이 해당 학기 평점으로 장학금 혜택을 받는 학생들이 일부 학생으로 제한되는 경우가 생기기도 한다. 실제로 평점뿐 아니라 다른 평가 기준을 가지고 학생들을 평가하여 학생들의 다양한 특성을 키워 줄 필요가 있다 평점만으로 학생을 평가하는 방식이 아닌 다양한 기준의 평가 모형을 가지고 학생들을 평가하는 새로운 방식의 학생평가모델을 제안하고자 한다.

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An application of the analytic hierarchy process to the electric power generation mix (AHP를 이용한 전력공급원 구성비율 설정에 관한 연구)

  • 김형준;김영민
    • Korean Management Science Review
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    • v.13 no.3
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    • pp.23-35
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    • 1996
  • This article describes an alternative approach for determining Korea's optimal power generation mix through an Analytic Hierarchy Process(AHP). Five criteria, strategic, economic, technological, environmental, and socio-political criterion, are considered simultaneously, as opposed to the traditional emphasis on economic criterion only. The electric power sources examined here included nuclear power, coal-fired power, and LNG fired power.

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A Decision-making Model for SCM System Selection (SCM 시스템 선정을 위한 의사 결정 모델)

  • Seo Kwang-Kyu
    • Journal of the Korea Safety Management & Science
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    • v.7 no.4
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    • pp.165-177
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    • 2005
  • Supply Chain Management(SCM) system is a critical investment that can affect future competitiveness and performance of a company. Selection of a right SCM system is one of the critical issues. This paper provides the characteristic factors of SCM system selection and the SCM system evaluation and selection model based on Analytic Hierarchy Process(AHP). The proposed model can systematically construct the objectives of SCM system selection to support the business goals. A empirical example demonstrates the feasibility of the proposed model and the model can help a company to make better decision-making in selecting SCM system.