• Title/Summary/Keyword: AHP방법

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Fuzzy-AHP Based Mobile Games Recommendation System Using Bayesian Network (베이지안 네트워크를 이용한 Fuzzy-AHP 기반 모바일 게임 추천 시스템)

  • Oh, Jae-Taek;Lee, Sang-Yong
    • Journal of Digital Convergence
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    • v.15 no.4
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    • pp.461-468
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    • 2017
  • The current available recommendation systems for mobile games have a couple of problems. First, there is no knowing whether they make a pattern recommendation for games that actual users prefer or for games that they are simply interested in. It is also impossible to know the subjective preference of users in a direct manner. An AHP(Analytic Hierarchy Process)-based recommendation system for mobile games was thus developed to reflect the subjective preference of users directly, but it had its own problem since the degree of preference could vary among users in spite of the same scale for their preferable items. In an effort to solve those problems, this study implemented a recommendation system for mobile games by applying triangular fuzzy numbers of the Fuzzy-AHP technique and the independence of evaluation items in the Bayesian Network. The findings show that the proposed recommendation system recorded the highest accuracy of recommendation results and the highest level of user satisfaction.

A Study on Reconstruction and Remodeling's Selection Factors of Old Apartment Houses Using PROMETHEE-AHP (PROMETHEE-AHP 기법을 이용한 노후 공동주택의 재건축과 리모델링 사업선택요소 선정에 관한 연구)

  • Yoo, Seung-Min;Kwon, Oh-kyung;Choi, Yoonki
    • Korean Journal of Construction Engineering and Management
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    • v.20 no.3
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    • pp.77-85
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    • 2019
  • Reconstruction and remodeling have been introduced as a part of renewal (redevelopment) projects for old apartments built after the mid-1970's and government policies for revitalizing each project has been changed continually. However, the frequent changes of the policies have caused conflicts among business entities in selecting business methods. The conflicts from their early stages have made serious problems in the entire business process. Therefore, this study deduced factors of business selection by applying comparison analysis between the two business projects on how certain factors have an influence on selecting reconstruction and remodeling business projects. Based on the analysis, four categories and 26 factors were finally selected. After then, the priority of each selection factor was deduced through the AHP method and PROMETHEE method used for analysis of relative importance and impact values regarding to the business selection.

The Combat Effectiveness Analysis of Attack Helicopter Using Simulation and AHP (시뮬레이션 및 AHP기법을 이용한 공격헬기 전투효과 분석)

  • Lee, Jae-Moon;Jung, Chi-Young;Lee, Jae-Yeong
    • Journal of the Korea Society for Simulation
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    • v.19 no.3
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    • pp.63-70
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    • 2010
  • The purpose of this paper is to propose a methodology that can measure the combat effectiveness of attack helicopter which Korea army will be operating in the near future. To measure the combat effectiveness, firstly, we use a wargame model, AAsim (Army Aviation simulation), as a analytic simulation model which is used to analyze DOTMLPF and operation in army aviation field, secondly we use an Analytic Hierarchy Process by opinion of experts. For simulation and AHP, we consider anti armored corps operation reflecting attack helicopter's combat effectiveness. As a result of this study, the combat effectiveness per each attack helicopter can be measured and this combat effectiveness is useful for reasonable decision making such as selection helicopter type, quantity when acquiring new weapon system.

The SWOT-AHP Framework for the Enterprise Cloud Computing Strategy (기업의 클라우드 컴퓨팅 전략수립을 위한 SWOT-AHP 프레임워크 개발)

  • Tang, Nguyen Hanh;Shao, Jing;Lee, Young-Chan
    • The Journal of Information Systems
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    • v.22 no.2
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    • pp.85-104
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    • 2013
  • 최근 클라우드 컴퓨팅이 학계나 실무계에서 많은 주목을 받고 있으며, 공공기관에서도 클라우드 컴퓨팅을 도입하고 있는 추세에 있다. 클라우드 컴퓨팅은 장 단점을 모두 가지고 있지만 지속적으로 발전하고 있으며, 기업들은 클라우드 기반의 정보시스템을 도입하기 위한 다양한 솔루션들을 활용하고 있다. 따라서 기업에서 클라우드 컴퓨팅 도입을 위해 고려해야 할 요소들은 무엇이며, 어떻게 계획을 수립할 것인지는 시급한 과제라고 할 수 있다. 본 논문의 목적은 기업이 클라우드 컴퓨팅 채택 전략을 수립하기 위한 프레임 워크를 제시하는 것이다. 구체적으로, SWOT-AHP는 클라우드 컴퓨팅을 실행하는 과정에서 강점-약점-기회-위협 요인을 파악하고, 전략 계획을 보다 효율적으로 수립 하는데 사용된다. 경영전략 이론에서 널리 알려져 있는 SWOT과 다기준의사결정기법 중 실무에서 가장 활발하게 사용되고 있는 AHP는 복잡하지 않고 적용이 쉽기 때문에 본 연구에서 제안하는 방법을 이용한다면 실무에서도 큰 어려움 없이 SWOT-AHP 프레임워크를 클라우드 컴퓨팅 전략수립에 적용할 수 있을 것으로 기대한다.

A Study on Agricultural Village Tourism Complex Positioning using Analytic Hierarchy Process: The Case of Buyeo-gun (AHP를 이용한 농촌관광단지 입지선정에 관한 연구 -부여군을 중심으로-)

  • Yoon, Jun-Sang;Choi, Sung-Hyeun;Kim, Yee-Gi;Kim, Sung-Rok
    • Journal of Agricultural Extension & Community Development
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    • v.19 no.1
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    • pp.129-145
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    • 2012
  • There are many positioning studies utilizing Analytic Hierarchy Process (AHP) in tourism industry. In this study, it was tried to develop new evaluation criteria for positioning and to discuss the importance of evaluation factors, as the development of tourist's spots was pursued in diversified ways. The purpose of this study was to allow the development of tourist spots more objectively and more efficiently utilizing Analytic Hierarchy Process ("AHP" hereunder) to appoint the best place for the tourism complex in Buyeo. According to AHP analysis procedures, 5 places near Baikje Cultural Block connecting with a ferry in Buyeo-gun were selected as candidates. To perform AHP analysis, evaluation criteria and a survey were used and then weight of evaluation criteria was induced. With the conditions on criteria, standard score of each criterion and candidate was calculated. By multiplying standard score and final weight and then summing up, the candidate place with the highest score shall be appointed as the most optimal place for Buyeo-gun Agricultural Tourism Complex.

A Study on the Development Direction of the Safety Management System Implementation Supporting Module using AHP (AHP를 이용한 안전관리체제 실행지원 모듈 개발방향에 관한 연구)

  • Kim Hung-Geun;Noh Chang-Keun
    • Journal of the Korean Society of Marine Environment & Safety
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    • v.10 no.1 s.20
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    • pp.23-28
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    • 2004
  • Up until now, the government has propelled various projects to establish and stabilize the Safety Management System(SMS). Now it is time for companies to diagnose and evaluate the safety management system to see if it is being operated in accordance with the situations of the companies. Therefore, this study has proposed to develop a model that can monitor the safety management system and evaluate operational achievements and an implementation supporting module that can operate the safety management system. Additionally, the AHP scheme was reviewed, which is one of the major decision making method." mainly used in Management Science.

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A methodology for selecting workflow software products: AHP approach (워크플로우 소프트웨어 제품 선정 방법 : AHP 접근)

  • 변대호
    • The Journal of Information Systems
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    • v.12 no.1
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    • pp.145-158
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    • 2003
  • Workflow is the automation of a business process, in whole or part, during which documents, information or tasks are passed from one participant to another for action, according to a set of procedural rules. The software selection problem is made difficult by the multiplicity of competing products and the lack of expertise and experience of users in the methods of software evaluation. Although the selection process for workflow is similar to that proposed for the acquisition of any software packages, differences arise in their evaluation criteria and choice methods. In this paper, we suggest the Analytic Hierarchy Process(AHP) method for selecting workflow software. The AHP is an intuitively easy method for formulating and analyzing decisions. It was developed to solve a specific class of problems that involves prioritization of potential alternate solutions. We showed how to evaluate 9 commercial workflow products by deciding the relative importance of the main criteria in the AHP model. We utilized the evaluation data for criteria ready suggested by specialist groups. Our methodology will be helpful to those who are going to adopt a best workflow product in their organizations. Although the criteria and their evaluation scores regarding workflow products are suggested, it is not easy to apply them to a real case and get solutions without a model.

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Evaluation of Railway Line Segment Deterioration Using AHP and DEA (AHP와 DEA를 활용한 철도선로구간 노후도 평가)

  • Kim, Seongho;Choi, Chan-Yong;Na, Hee-Seung
    • Journal of the Korean Society for Railway
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    • v.16 no.2
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    • pp.117-121
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    • 2013
  • Railway line segment deterioration can be affected by rail tracks, subgrades, bridges, tunnels, and line shapes. In this paper, an evaluation method is presented for the railway line segment deterioration using the analytic hierarchy process (AHP) and data envelopment analysis (DEA). The importance weights can be assessed systematically for component facilities from numerous experts using AHP. The importance weights provided by experts may differ according to each expert; however, the DEA enables the evaluation of railway line segment deterioration that reflects the variety of expert opinions using these importance weights.

Application of Fuzzy Multi-criteria Decision Making Techniques for Robust Prioritization (로버스트 우선순위 결정을 위한 Fuzzy 다기준 의사결정기법의 적용)

  • Han, Bong Gu;Chung, Eun Sung
    • KSCE Journal of Civil and Environmental Engineering Research
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    • v.33 no.3
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    • pp.917-926
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    • 2013
  • This study presents the feasibility of fuzzy multi-criteria decision making (MCDM) techniques for the robust prioritization of projects. It is applied to water resources planning problem. Results from weighted sum method (WSM), analytic hierarchy process (AHP), revised analytic hierarchy process (R-AHP), and TOPSIS are compared with those from Fuzzy WSM, Fuzzy, AHP, Fuzzy R-AHP, and Fuzzy TOPSIS. For the calculation, all weights on criteria and the normalized data were obtained from the same investigation. As a result, the rankings from four MCDM techniques are slightly different while those from fuzzy MCDM show the comparatively consistent ranking. Therefore, it is desirable to use fuzzy MCDM technique when MCDM is used for the prioritization problem, since fuzzy MCDM can include the uncertain variability of input data and weighting values on criteria.

Analysis on Renewable Energy Aid to North Korea (AHP 방법론을 이용한 대북지원 최적 신재생에너지원 선정 연구)

  • Yi, Sul-Ki;Sin, Hwa-Young;Kim, Ji-Hyo;Heo, Eun-Nyeong
    • 한국신재생에너지학회:학술대회논문집
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    • 2009.11a
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    • pp.293-296
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    • 2009
  • 지속가능한 대북 에너지 지원체제 정립을 위한 논의의 일환으로서 대북지원 최적 신재생에너지원을 선정하기 위하여 AHP 방법론을 이용한 분석을 수행하였다. BCR을 이용하여 속성을 구성하였으며, 정책전문가, 기술전문가, 외국인 및 내국인 등 15인의 전문가들을 대상으로 설문조사를 실시하였다. 분석 결과 풍력에너지가 가장 적합한 에너지원이라는 결론이 도출되었다. 또한 응답자들의 특징에 따라 그룹을 설정하여 분석한 결과 기술전문가들은 태양열에너지를, 정책전문가들은 풍력에너지를 최적의 대안으로 평가했으며, 정책전문가들 중 국내 전문가들은 소수력에너지, 국외 전문가들은 풍력에너지가 최적 대안인 것으로 평가하였다.

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