• 제목/요약/키워드: Application methodology

검색결과 2,597건 처리시간 0.033초

Small size IoT Device Monitoring System Modeling applying DEVS methodology

  • Lee, Se-Han;Seo, Hee-Suk;Choi, Yo-Han
    • 한국컴퓨터정보학회논문지
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    • 제23권2호
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    • pp.45-51
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    • 2018
  • In this paper, we propose a Designed and Developed home router management system. Through the fourth industrial revolution and development of IoT technology, now people can experience a wide range of IoT related services at their workplace or daily lives. At the industrial site, IoT devices are used to improve productivity such as factory automation, and at home, IoT technology is used to control home appliances from a remote distance. Usually IoT device is integrated and controlled by the router. Home router connects different IoT devices together at home, however when security issues arise, it can invade personal privacy. Even though these threats exist, the perception for home router security is still insufficient. In this paper, we have designed and developed home router management system using DEVS methodology to promote the safe use of home router. Through the DEVS methodology, we have designed the system and developed the mobile application. This management system enables users to set up security options for home router easily.

Overestimation of Radioactivity Concentration of Difficult-To-Measure Radionuclides in Scaling Factor Methodology

  • Park, Junghwan;Kim, Tae-Hyeong;Lee, Jeongmook;Kim, Junhyuck;Kim, Jong-Yun;Lim, Sang Ho
    • 방사성폐기물학회지
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    • 제19권3호
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    • pp.367-386
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    • 2021
  • The overestimation and underestimation of the radioactivity concentration of difficult-to-measure radionuclides can occur during the implementation of the scaling factor (SF) method because of the uncertainties associated with sampling, radiochemical analysis, and application of SFs. Strict regulations ensure that the SF method as an indirect method does not underestimate the radioactivity of nuclear wastes; however, there are no clear regulatory guidelines regarding the overestimation. This has been leading to the misuse of the SF methodology by stakeholders such as waste disposal licensees and regulatory bodies. Previous studies have reported instances of overestimation in statistical implementation of the SF methodology. The analysis of the two most popular linear models of the SF methodology showed that severe overestimation may occur and radioactivity concentration data must be dealt with care. Since one major source of overestimation is the use of minimum detectable activity (MDA) values as true activity values, a comparative study of instrumental techniques that could reduce the MDAs was also conducted. Thermal ionization mass spectrometry was recommended as a suitable candidate for the trace level analysis of long-lived beta-emitters such as iodine-129. Additionally, the current status of the United States and Korea was reviewed from the perspective of overestimation.

Epistemic Reflexivity and its Applications to Southeast Asian Studies

  • KIM, Yekyoum
    • 수완나부미
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    • 제13권1호
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    • pp.7-33
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    • 2021
  • With a view to contributing to the epistemological and methodological debates in Southeast Asian Studies, the aim of this paper is to examine critically the epistemic concepts and approaches in the social sciences and then to seek an epistemic reflexivity and its potential methodological applications to Southeast Asian Studies. Although the field of social sciences has attempted to search for a means of tackling the ontological and epistemological dilemmas in its major paradigms, Southeast Asian Studies still demands a more 'actor-centered' epistemic account of reflexive interaction between actors and social structures. Bearing in mind the need for a more 'actor-centered' epistemic approach, this paper continues to discuss the 'epistemic reflexivity' in the social sciences and its potential applications to Southeast Asian Studies. In this paper, I will consider 'epistemic reflexivity' as an alternative methodological orientation. It emerges as interlinked with the ontological standpoint of what is called 'reflexive approaches' and its application to the detailed 'reflexive methodology' which I am proposing in this paper. In doing so, this paper discusses the autobiographical experiences of the author arising from his ethnographic field research in North Sulawesi, Indonesia and their implication for a reflexive methodology in Southeast Asian Studies. In conclusion, the paper argues that we need a 'more actor-centered' epistemic framework to compensate for the epistemological and methodological dilemmas in the social sciences and the alternative framework will equip Southeast Asian Studies with a reflexive methodology relevant to the life-dynamics of the social world in the process of developing its inquiries, methodological technics, analysis, and validation.

LIME을 활용한 준지도 학습 기반 이상 탐지 모델: 반도체 공정을 중심으로 (Anomaly Detection Model Based on Semi-Supervised Learning Using LIME: Focusing on Semiconductor Process)

  • 안강민;신주은;백동현
    • 산업경영시스템학회지
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    • 제45권4호
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    • pp.86-98
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    • 2022
  • Recently, many studies have been conducted to improve quality by applying machine learning models to semiconductor manufacturing process data. However, in the semiconductor manufacturing process, the ratio of good products is much higher than that of defective products, so the problem of data imbalance is serious in terms of machine learning. In addition, since the number of features of data used in machine learning is very large, it is very important to perform machine learning by extracting only important features from among them to increase accuracy and utilization. This study proposes an anomaly detection methodology that can learn excellently despite data imbalance and high-dimensional characteristics of semiconductor process data. The anomaly detection methodology applies the LIME algorithm after applying the SMOTE method and the RFECV method. The proposed methodology analyzes the classification result of the anomaly classification model, detects the cause of the anomaly, and derives a semiconductor process requiring action. The proposed methodology confirmed applicability and feasibility through application of cases.

DEVELOPMENT OF ENERGY SIMULATION USING BIM (BUILDING INFORMATION MODELING)

  • Hyunjoo Kim;Kyle Anderson;Annette Stumpf
    • 국제학술발표논문집
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    • The 4th International Conference on Construction Engineering and Project Management Organized by the University of New South Wales
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    • pp.74-83
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    • 2011
  • This paper recognized a need in the architecture, engineering, and construction industry for new programs and methods of producing reliable energy simulations using BIM (Building Information Modeling) technology. Current methods and programs for running energy simulations are not very timely, difficult to understand, and lack high interoperability between the BIM software and energy simulation software. It is necessary to improve on these drawbacks as design decision are often made without the aid of energy modeling leading to the design and construction of non-optimized buildings with respect to energy efficiency. The goal of this research project is to develop a new methodology to produce energy estimates from a BIM model in a more timely fashion and to improve interoperability between the simulation engine and BIM software. In the proposed methodology, the extracted information from a BIM model is compiled into an INP file and run in a popular energy simulation program, DOE-2, on an hourly basis for a desired time period. Case study showed that the application of this methodology could be used to expediently provide energy simulations while at the same time reproducing the BIM in a more readably three dimensional modeling program. With the aid of an easy to run and easily understood energy simulation methodology, designers will be able to make more energy conscious decisions during the design phase and as changes in design requirements arise.

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Comparative Study of Dose Evaluation of Liquid Effluent in Nuclear Power Plants for Radiological Impact on the Environment Review

  • Seokju Hwang;Si-Young Kim;Deuk-Man Kim;Young Hwan Hwang;Jungkwon Son
    • 방사성폐기물학회지
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    • 제22권1호
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    • pp.45-54
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    • 2024
  • Currently, off-site dose calculations for nuclear power plants are conducted using a computer program (K-DOSE 60). The program is developed based on the regulatory guidelines of the Korea Institute of Nuclear Safety (KINS), which is a domestic nuclear regulatory agency. In this study, a domestic application of the International Atomic Energy Agency (IAEA) TRS (Technical Reports Series)-472 methodology for 3H and 14C in liquid effluents was studied. The dose-evaluation methods adopted and the program configuration for dose evaluation are described based on 3H and 14C in the liquid-effluent-evaluation module of the computer program. The accuracy of the program is verified by comparing the program-calculated results with hand calculation values. Furthermore, a comparative evaluation with LADTAP II, which is a liquid-effluent-evaluation methodology developed by the U.S. NRC (Nuclear Regulatory Commission), is performed. The result confirms that the program-calculated results for the IAEA TRS-472 methodology are consistent with the hand calculation values. Meanwhile, the result of comparative evaluation with LADTAP II indicates different results depending on the methodology used.

소규모의 웹 응용 개발을 위한 역할 분담 (Individual Roles for Small-sized Web Application Development)

  • 이우진;조용선;정기원
    • 한국전자거래학회지
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    • 제6권3호
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    • pp.209-225
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    • 2001
  • This paper Proposes the individual roles for developing small web application systems based on the Client/Server architecture with the activities and artifacts of each role and cooperation. The roles of Web Server part (i.e. User Interface Designer, Web Designer, HTML Writer), the roles of Application Server part (i.e. Domain Expert, Application Developer, Tester) and the roles of DB Server part (i.e. Database Administrator, Data Designer) are described. Furthermore, the role of the Development Leader that participates in development and manages all works in project and finds the solutions of problems in project, is also discussed. The Domain Expert analyzes the domain of the application in order to send the artifacts to the Application Developer. Then the Application Developer analyzes, designs and implements the application based on the artifacts of the Domain Expert and integrates the implemented program modules. Roles are related each other in this way, and cooperate until the application development is completed. Finally, we analyzed and compared these roles with the roles of RUP(Rational Unified process) and web wave. Suggested roles in this paper turned out to be efficient compared to the roles of the existing large-scale methodology.

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Development of a mobile application focusing on developmental support care for Korean infants born prematurely: a methodological study

  • Park, Ji Hyeon;Cho, Haeryun
    • Child Health Nursing Research
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    • 제28권2호
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    • pp.112-123
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    • 2022
  • Purpose: This study aimed to develop and evaluate a mobile application focusing on developmental support care for infants born prematurely. Methods: An application was developed using the analysis, design, development, implementation, and evaluation model. In the analysis phase, previous research was evaluated through big data text-mining and a literature review. In the design phase, the preliminary content of the application was designed, and the content validity and comprehension were verified. A hybrid application was developed and used by eight experts and ten users, who evaluated the layout of the mobile application and their satisfaction with it. Results: The content of the designed application comprised a diary, customized information, developmental play, and community. The mean scores for layout were 3.73±0.47 and 3.43±0.68 out of 4 points among the experts and users, respectively. Users' mean satisfaction score was 3.70±0.70 out of 5 points. Conclusion: The information provided by the mobile application was evaluated as consistent and systematic. The application was also found to be satisfactory by infants' parents. The mobile application developed through this study is expected to be effective in supporting the development of children born prematurely.

조경설계를 위한 Geodesign 방법론 (A Geodesign Methodology for Landscape Design)

  • 고재용;김은형
    • Spatial Information Research
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    • 제23권6호
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    • pp.77-87
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    • 2015
  • 지구의 지속가능한 개발에 대한 설계 방법은 자연의 과정과 도시환경을 종합적으로 이해하는 통각적(apperceptive), 전체론적(holistic) 관점을 요구하고 있다. 통각적, 전체론적 조경 설계방법은 분석-계획-설계의 개별 과정이 하나의 환경에서 수반되어져야 하며, 각각의 과정별로 공간에 대한 많은 정보를 제공하여야 하고, 디자인의 결과와 영향에 대한 평가와 이해가 수반되어야 한다. 1969년 "Design with Nature"에서 Ian Mcharg가 제시하였던 지구 전체를 하나의 생태계(Superorganism)로 보는 비젼이 Geodesign의 기술 환경으로 현실화 되어가고 있다. 본 논문에서는 기존 GIS의 지속가능한 설계의 지원한계를 극복하고 수행할 수 있는 Geodesign 조경설계 방법에 대해 고찰하고 선행연구의 분석을 진행하였다. 이와 함께 국외의 Geodesign 사례와 적용 이론들에 대한 고찰을 통해 조경설계를 위한 Geodesign 방법론을 제시하였다. 또한 제시된 방법론을 구현하기 위한 Geodesign 기술과 도구들을 살펴보고, 방법론의 적용을 통해 기술적 가능성, 활용 방안 등을 검토하고, 미래의 조경설계에 있어서 본 방법론이 가지는 잠재력과 효율성을 입증하였다.

개방형 협업을 통한 서비스 혁신 방법론의 사례 연구 : 국내 제조기업 M사의 서비스화 사례 (The Case Study of Open Collaboration Innovation Methodology(OCIM) : Servicitization of Local Manufacturing Company M)

  • 이준기;우경아;추요한
    • 한국전자거래학회지
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    • 제16권3호
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    • pp.169-190
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    • 2011
  • 국내 유아식 및 유제품 제조기업의 선두주자인 M사는 출산율의 감소로 인한 시장 규모 축소, 외산 분유의 유입 증가, 심화되는 경쟁사와의 내수시장 경쟁으로 인하여 점점 성장률이 침체되는 경향을 보이고 있었다. 이러한 환경 가운데 M사는 개방형 협업을 통한 서비스 혁신 방법론을 활용하여 새로운 서비스 혁신의 기회를 마련하였다. 그 결과, 외부 이해관계자와의 협업을 통해 서로가 필요한 가치를 상호 교환하고, 외부 자원과 내부의 축적된 기술적 역량을 연결함으로써 차별화된 서비스를 만들 수 있었다. 본 논문에서는 기업 외부의 자원을 활용하여 신 서비스를 개발한 M사의 "개방형 협업을 통한 서비스 혁신 방법론(Open Collaboration Innovation Methodology, OCIM)"의 활용을 중심으로 서술되었다. 또한, 방법론을 적용할 때에 나타난 한계점과 실제 적용할 때 고려해야 할 사항들과 향후 연구의 방향이 수립되었다.