• Title/Summary/Keyword: Selection Process

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An Analytical Hierarchy Process Combined with Game Theory for Interface Selection in 5G Heterogeneous Networks

  • Chowdhury, Mostafa Zaman;Rahman, Md. Tashikur;Jang, Yeong Min
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.14 no.4
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    • pp.1817-1836
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    • 2020
  • Network convergence is considered as one of the key solutions to the problem of achieving future high-capacity and reliable communications. This approach overcomes the limitations of separate wireless technologies. Efficient interface selection is one of the most important issues in convergence networks. This paper solves the problem faced by users of selecting the most appropriate interface in the heterogeneous radio-access network (RAN) environment. Our proposed scheme combines a hierarchical evaluation of networks and game theory to solve the network-selection problem. Instead, of considering a fixed weight system while ranking the networks, the proposed scheme considers the service requirements, as well as static and dynamic network attributes. The best network is selected for a particular service request. To establish a hierarchy among the network-evaluation criteria for service requests, an analytical hierarchy process (AHP) is used. To determine the optimum network selection, the network hierarchy is combined with game theory. AHP attains the network hierarchy. The weights of different access networks for a service are calculated. It is performed by combining AHP scores considering user's experienced static network attributes and dynamic radio parameters. This paper provides a strategic game. In this game, the network scores of service requests for various RANs and the user's willingness to pay for these services are used to model a network-versus-user game. The Nash equilibria signify those access networks that are chosen by individual user and result maximum payoff. The examples for the interface selection illustrate the effectiveness of the proposed scheme.

A Study on Site Selection for Marine Recreational Floating Architecture (해양레저용 플로팅 건축물 입지선정에 관한 연구)

  • Lee, Han-Seok;Cho, Hyung-Jang;Kang, Young-Hun
    • Journal of Navigation and Port Research
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    • v.36 no.1
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    • pp.27-34
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    • 2012
  • The systematic criteria and rational standard for site selection of marine recreational floating architecture are in urgently need in respect of structural safety, use of facilities, economics of construction and management, relationship with surrounding areas or cities and impact on marine environment. Nevertheless, at present, there is not any study nor guideline for site selection of marine recreational floating architecture which is now being planned and elected at many places of a body of water such as river or coastal area all over the country. Therefore this study is to propose a systematic process and a rational criteria and guideline for site selection of marine recreational floating architecture. Especially the results are suggested in forms of diagrams and tables in order to be utilized so easily by related local governments and individual enterprises.

BSC-AHP Framework for the Partner Selection in Open Innovation Practice (개방형 혁신의 협력대상자 탐색을 위한 BSC-AHP 프레임워크 제안)

  • Jeon, Jeong Hwan;Geum, Youngjung
    • Journal of Technology Innovation
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    • v.24 no.1
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    • pp.25-48
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    • 2016
  • With the drastic changes toward open innovation, there have been many studies focusing on analyzing the characteristics of open innovation and fostering the open innovation. The most prominent research in open innovation literature is related to the partner selection. In partner selection process, what is important is to identify the expected performance when conducting open innovation with this partner. Therefore, this study suggests an integrative framework of BSC-AHP to support the effective partner selection. The aim of this study is to select the most desirable partner which maximize the performance of the firm after conducing open innovation. This paper employs BSC framework to prepare and characterize relevant decision criteria for the partner selection, and employs AHP to evaluate the partner alternatives under the prepared decision criteria.

Factors of Satisfaction and Re-application Intention for Agricultural Subsidies Project : Focusing on the Recognition of the Pig Farms in Jeju (농업보조금 지원사업의 만족도 및 재신청의사에 미치는 영향요인 : 제주특별자치도 양돈농가의 인식을 중심으로)

  • Ko, Gweon-Jin;Kim, Kyung-Bum
    • The Journal of the Korea Contents Association
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    • v.17 no.1
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    • pp.69-79
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    • 2017
  • The purpose of this study was to investigate the effect of project selection procedures such as information provision and transparency and project application conditions such as required documents and conditions on the satisfaction of agricultural subsidy support policy and re-application intention to support pig farmers in Jeju. The results of analysis are summarized as follows. First Need to improve the satisfaction of the business selection procedure rather than to relax the business application conditions in order to improve the satisfaction of the subsidy support business. Second, Need to improve the satisfaction of the business selection procedure rather than to relax the business application conditions in order to increase the subsidy re-application intention through the income increase effect by the subsidy support project. It is shown that the efforts to improve the satisfaction of the selection process can improve the satisfaction of the subsidy support project as well as re-application intention at the same time. Therefore, It is necessary to focus on improving the satisfaction of the project selection process, such as providing information and reflecting opinions on the subsidy project.

A Study on Selection Process of Web Services Based on the Multi-Attributes Decision Making (다중 속성 의사결정에 의한 웹 서비스 선정 프로세스에 관한 연구)

  • Seo Young-Jun;Song Young-Jae
    • The KIPS Transactions:PartD
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    • v.13D no.4 s.107
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    • pp.603-612
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    • 2006
  • Recently the web service area is rapidly growing as the next generation IT paradigm because of increase of concern about SOA(Services-Oriented Architecture) and growth of B2B market. Since a service discovery through UDDI(Universal Description, Discovery and Integration) is limited to a functional requirement, it is not considered an effect on frequency of service using and reliability of mutual relation. That is, a quality as nonfunctional aspect of web service is regarded as important factor for a success between consumer and provider. Therefore, the web service selection method with considering the quality is necessary. This paper suggests the agent-based quality broker architecture and selection process which helps to find a service providing the optimum quality that the consumer needs in a position of service consumer. A theory of agent is accepted widely and suitable for proposed system architecture in the circumstance of distributed and heterogeneous environment like web service. In this paper, we considered the QoS and CoS in the evaluation process to solve the problem of existing researches related to the web service selection and used PROMETHEE(Preference Ranking Organization MeTHod for Enrichment Evaluations) as an evaluation method which is most suitable for the web service selection among MCDM approaches. PROMETHEE has advantages that solve the problem that a pair-wise comparison should be performed again when comparative services are added or deleted. This paper suggested a case study with the service composition scenario in order to verify the selection process. In this case study, the decision making problem was described on the basis of evaluated values for qualities from a consumer's point of view and the defined service level.

Improving the Performance of a Fast Text Classifier with Document-side Feature Selection (문서측 자질선정을 이용한 고속 문서분류기의 성능향상에 관한 연구)

  • Lee, Jae-Yun
    • Journal of Information Management
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    • v.36 no.4
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    • pp.51-69
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    • 2005
  • High-speed classification method becomes an important research issue in text categorization systems. A fast text categorization technique, named feature value voting, is introduced recently on the text categorization problems. But the classification accuracy of this technique is not good as its classification speed. We present a novel approach for feature selection, named document-side feature selection, and apply it to feature value voting method. In this approach, there is no feature selection process in learning phase; but realtime feature selection is executed in classification phase. Our results show that feature value voting with document-side feature selection can allow fast and accurate text classification system, which seems to be competitive in classification performance with Support Vector Machines, the state-of-the-art text categorization algorithms.

Improving R&D Project Selection and Evaluation Methods of the Steel Company

  • Chung, Ki-Dae;Jung, Kyung-Hee
    • Journal of Korea Technology Innovation Society
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    • v.1 no.1
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    • pp.117-124
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    • 1998
  • Corporations are pursuing maximum returns from their R&D investment. They are also interested in sound measures to quantify returns. In fact, they use various measures and criteria for measuring returns from the R&D investment. But the fundamental problem is that there is no generic and widely acceptable measures and criteria. To make things more complicated, measures are very powerful and influential to the people in the corporations. Herbert Simon already indicated that people do many things but people usually do their best for the only tasks which are measured. Many researchers, like Chester(1995), are interested in R&D productivity measures and risks because what the company measures really influence R&D people and output. This article present design concepts of the R&D project selection and evaluation system in POSCO(Pohang Iron & Steel Company). This is an output extract from the 6-month joint activities with POSRI(POSCO Research Institute) researchers and POSCO R&D personnel. Process changes, new organizations and new selection and evaluation criteria are developed to improve R&D performance and to enhance technology management of the POSCO. This article covers new selection and evaluation criteria only. We would like to share our experience about how we redesign the selection and evaluation of R&D projects. We also bring insights how we seamlessly integrate 4 different project selection and evaluation steps as a whole. We hope that this case will give you a clue to improve your R&D management.

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Importance-Performance Analysis of Restaurant Meal Replacement (RMR) Selection Attributes According to Food Involvement Type (음식관여도 유형에 따른 레스토랑 간편식 선택속성 중요도-수행도 분석)

  • Seung Gyun Choi;Wan Soo Hong
    • Journal of the Korean Society of Food Culture
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    • v.38 no.6
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    • pp.402-414
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    • 2023
  • This study evaluated the consumers' demands and points of improvement for restaurant meal replacement through importance-performance analysis by the restaurant meal replacement segment market using food involvement. The results were as follows. First, after segmenting the restaurant meal replacement market using food involvement, it was classified into three markets (multiple involvements, exploration-oriented, and product quality-oriented). Second, an analysis of the importance of restaurant meal replacement selection attributes revealed taste, sanitation, quality, freshness, price, saving time, texture, ingredients, preparation process, and quantity to be highly important. An analysis of the differences according to the market type revealed the multiple involvement type to be more important than other groups, considering the restaurant meal replacement selection attribute element. Third, an analysis of the importance-performance analysis of restaurant meal replacement selection attributes revealed that quantity and price as the selection attributes that needed to be improved first in all three markets. In addition, in the multiple involvement type, food additives appeared as a selection attribute requiring priority improvement, revealing the characteristics of a market that cares about diet and health.

A Study on the Monitoring of Reject Rate in High Yield Process

  • Nam, Ho-Soo
    • Journal of the Korean Data and Information Science Society
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    • v.18 no.3
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    • pp.773-782
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    • 2007
  • The statistical process control charts are very extensively used for monitoring of process mean, deviation, defect rate or reject rate. In this paper we consider a control chart to monitor the process reject rate in the high yield process, which is based on the observed cumulative probability of the number of items inspected until r defective items are observed. We first propose selection of the optimal value of r in the CPC-r charts, and also consider the usefulness of the chart in high yield process such as semiconductor or TFT-LCD manufacturing process.

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Analysis of Pure Refrigerant Cycle Design on C3MR Process through Driver Selection (동력 공급 장치 선택을 통한 C3MR 공정의 순수냉매 사이클 설계 분석)

  • Lee, Inkyu;Tak, Kyungjae;Lim, Wonsub;Moon, Il;Kim, Haksung;Choi, Kwangho
    • Journal of the Korean Institute of Gas
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    • v.17 no.3
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    • pp.27-32
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    • 2013
  • Natural gas liquefaction process which is operated under cryogenic condition spends large amount of energy. Most of energy in the natural gas liquefaction process is consumed by compressors. Therefore, minimizing energy consumption of compressors is an important issue in process design and operation. Among various natural gas liquefaction processes, propane pre-cooled mixed refrigerant (C3MR) process consists of mixed refrigerant system and pure refrigerant system. In this study, to find the optimal design of pure refrigerant system, pure refrigerant cycle is simulated on different number of pressure levels and the necessary energy of each design is compared. After that, the driver selection model is applied to analyse each processes, which has different number of equipments, in terms of cost. As the result, the design using many equipments spends lower energy. Using this result, this study suggests standard of process design selection by the cost term.