• Title/Summary/Keyword: AHP System

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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.

A Study on Criteria of Selecting Heavy Lifting Service Provider Using QFD/AHP (QFD/AHP를 이용한 Heavy Lifting 서비스 업체 선정을 위한 평가지표 개발에 대한 연구)

  • Park, Se-Jung;Kim, Seung-Hee;Kim, Woo-Je
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.36 no.3
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    • pp.51-62
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    • 2013
  • We propose a method using QFD for design the hierarchical structure of AHP. This method provides definition for each area of House of Quality and design the hierarchical structure of the bottom-up QFD/AHP in which the upper hierarchy is designed through the classification of common characteristics with a focus on the lower hierarchy. Finally, we apply it to the development of an evaluation index for selecting heavy lifting service providers. This study has significance as the first instance of designing the archical structure of AHP after objectively verifying whether MECE condition, the basic requirement for AHP design, is satisfied.

A Fuzzy AHP based Decision-making Model for SCM System Selection (SCM 시스템 선정을 위한 Fuzzy AHP 기반의 의사결정 모델)

  • Seo, Kwang-Kyu
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.30 no.3
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    • pp.158-164
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    • 2007
  • Supply Chain Management (SCM) system is a critical investment that can affect the competitiveness and performance of a company. Selection of a right SCM system is one of the critical issues. This paper presents the characteristic factors of SCM system and a Fuzzy AHP (Analytic Hierarchy Process) based decision-making model for SCM system evaluation and selection. This study focuses on quantitative factors, applying the fuzzy concept to various evaluative factors. The proposed model can systematically construct the objectives of SCM system selection to achieve 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 the SCM system selection problem.

Deterministic Optimal Simulation of Spatial Growth Form for Urbanized Area Using CA Model and Simplified WSM-AHP Techniques (CA기법과 WSM-AHP 간편법을 이용한 도시확산의 결정론적 최적 모의)

  • Kim, Dae-Sik
    • Journal of Korean Society of Rural Planning
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    • v.14 no.2
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    • pp.55-64
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    • 2008
  • This study aims to analyze the sensitivity of WSM(weighted scenario method)-AHP method according to variation of nonlinear exponent for accessibility criteria, which are used to make urbanization potential maps with the optimal weighting value for multiple criteria in grid-based GIS technique. Besides this study tried to develop WSM-AHP2 which is simplified by using rank of the potential value for each scenario. The two methods were applied to the test area, Suwon city located south area of Seoul, with time series land-use maps of 1986 and 1996. The evaluation system of urbanization potential have 7 criteria including 6 accessibility criteria. The results of WSM-AHP2, the optimal weighting values and their corresponding potential maps, have almost similar with those of WSM-AHP. In the application of CA(cellular automata) model for expansion of urbanized area using the three potential maps by WSM-AHP, WSM-AHP2, and specialists's AHP evaluation, it also showed that the accuracy of simulation for actual urban area is the highest in the potential map of WSM-AHP, followed by WSM-AHP2 and specialists's AHP evaluation. From the results of this study, WSM-AHP and simplified WSM-AHP2 will be used to generate the optimal potential maps for land-use planning in urban fringe area.

On the Improvement of Facility to Performance Evaluation and Security of Safety through the Application of AHP Method in Railroad Signal Control System (철도 신호제어 시스템의 AHP 기법 적용을 통한 성능평가 대상설비 항목 개선 및 안전성 확보에 관한 연구)

  • Hwang, Sunwoo;Kim, Joouk;Kim, Youngmin;Kim, Hyungchul;Lee, Soohwan
    • Journal of the Korea Safety Management & Science
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    • v.23 no.1
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    • pp.71-79
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    • 2021
  • The railroad facilities are intended for long-term operation as the initial acquisition costs necessary for infrastructure construction are high. Therefore, regular maintenance of railroad facilities is essential, and furthermore, system reliability through systematic performance evaluation is required. In this study, the signal control system of railroad electrical equipment was selected as the subject of research and the performance evaluation target facility selection study was conducted using AHP. The results of the study can contribute to the reliability of the signal control system as well as to the reliability of the railroad system, which is a higher system.

A Study on the Activation Plan of Smart Work in Public Sector (공공부문 스마트워크 활성화 방안에 관한 연구)

  • Sung, WookJoon
    • Informatization Policy
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    • v.20 no.3
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    • pp.43-62
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    • 2013
  • This study aims to derive primary policy challenges for the continuous diffusion of the smart work centers in the public sector by using the AHP survey. The policy challenges in the AHP survey were categorized into three aspects, namely technology, system, and awareness. The technology sector was divided into the improvement of smart work-related ICT and the facility improvement in a smart work center. The system sector was divided into the legal system and implementation system. The awareness sector was divided into organizational culture and individual awareness. Among total 12 policy challenges, the results of the AHP analysis showed that the improvement of the organizational culture was the policy issue of the highest priority in terms of importance and urgency.

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An Empirical Study on the Selection of Remote Island Route Service Provider Using AHP (AHP를 이용한 낙도 보조항로 운영주체 선정에 관한 실증연구)

  • Noh Chang-Kyun
    • Journal of Navigation and Port Research
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    • v.29 no.5 s.101
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    • pp.371-376
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    • 2005
  • A range of problems have risen as the results of the obligated charter service. Constant lack of operation improvement compared to regular routes and lower quality service are results of business practice by the service providers. Therefore, this study executed an empirical research using AHP to present a method for improvement by investigating remote island charter service providers. Result shows that the desirable method is to implement operation evaluation system to induce service providers to consistently put efforts on the operating system development.

Comparison of Fuzzy AHP Decision Making Approaches for Selection among Information Security Systems (정보 보안 방안 선택을 위한 퍼지 AHP 방법의 비교 검토)

  • Lee, Kyung-Keun;Ryu, Si-Wook
    • The Journal of Information Systems
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    • v.19 no.3
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    • pp.59-73
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    • 2010
  • Along with advance of information technology, value of information is growing much more than ever. And nearly all organizations pay great attentions to information security to protect their own important informations against every kind of hazardous accidents. Therefore, organizations want to select best information security system among many possible alternatives. For this purpose, several fuzzy AHP decision making approaches can be utilized. In this study, we consider a number of qualitative and quantitative factors to evaluate security systems and then apply three fuzzy AHP approaches for simple case to compare the results from three approaches. We find that final decision depends on both fuzzy AHP methods and degree of fuzziness.

An Integrated Decision Support System SW and Its Application (통합 의사결정지원시스템 SW개발 및 응용)

  • Hwang, Heung-Suk
    • Proceedings of the Korean Operations and Management Science Society Conference
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    • 2004.05a
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    • pp.590-594
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    • 2004
  • 본 연구는 통합의사결정지원시스템을 위한 3-단계 모델과 이를 사용자가 쉽게 활용할 수 있도록 웹 기반의 전산 프로그램을 개발하고 응용 사례를 들어 보았다. 의사결정문제의 대안 선정, 대안을 평가시스템 및 여러 평가 위원들의 평가 결과를 종합하는 문제들을 포함하였으며 AHP(Analytic Hierarchy Process) 방법과 Fuzzy AHP방법을 활용하여 평가구조 평가인자 구성 및 각 가중치 등 개관적인 방법을 사용하였다. 이러한 3단계의 통합의사 결정방법은 1) Brain storming 단계서 대안 및 평가구조를 도출하고, 2) AHP 및 Fuzzy-AHP 방법으로 각 대안을 평가하여 의사 결정의 기반을 삼으며, 3) 여러 평가자들의 평가 결과를 합리적으로 통합하여 최선의 대안을 도출하는 방법이다.

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Preliminary Estimation of Waste Landfill Sites Using Geo-Spatial Information System and Analytic Hierarchy Process (GSIS와 AHP법을 이용한 쓰레기 매립지 예비 평가 방법)

  • 양인태;김연준;최광식
    • Journal of the Korean Society of Surveying, Geodesy, Photogrammetry and Cartography
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    • v.16 no.1
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    • pp.59-66
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    • 1998
  • According to grow interest in environmental quality with improvements of a standard of living site selection problems of environmental hatred facilities, such as waste landfill sites caused regional conflicts. This study investigates a waste landfill estimation method that was used to storage, management, analysis and display of environmental information provided by goo-spatial information system(GSIS) analytic hierarchy process(AHP) as a decision-making method. If GSIS is integrated with AHP, site selection problems of environmental hatred facilities shall be able to very useful, because of AHP with flexibility which appropriately reflect opinions of the related group.

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