• 제목/요약/키워드: Model Requirements

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일 유출해석을 위한 논 용수 수요량 추정 모형 개발 (Development of Model for Estimating Daily Paddy Water Requirements to Simulate Daily Streamflow)

  • 노재경;고익환
    • 한국농공학회:학술대회논문집
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    • 한국농공학회 2003년도 학술발표논문집
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    • pp.435-438
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    • 2003
  • Model for estimating daily paddy water requirements was developed to simulate daily streamflow in upstream and downstream. Evapotranspiration in paddy fields was estimated using modified Penman equation. Daily water requirements in paddy fields were calculated from multiplication of paddy area to ponding depth decreased for one day. And model was constructed with a system form user-friendly and almost completely using controls of image, grid, and etc. in Visual Basic 6.0. The developed model was applied to estimate daily agricultural water requirements at 12 small watersheds during 20 years from 1983 to 2002 with paddy field areas of $3,332{\sim}26,422ha$ in small watersheds, and with agricultural water requirements of $37.22{\sim}294.53mcm$ on yearly average.

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위험원 분석 결과를 반영한 시스템 안전 요구사항 생성에 관한 연구 (On the Development of Systems Safety Requirements Using Hazard Analysis Results)

  • 김재철;이재천
    • 대한안전경영과학회지
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    • 제13권4호
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    • pp.9-16
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    • 2011
  • Modern systems become more complex and the demand for systems safety goes up sharply. Thus, the proper handling of the safety requirements in the systems design is getting greatly increased attention these days. Hazard analysis has been one of the active areas of research in connection with systems safety. In this paper, we study a subject on how the hazard analysis results can be incorporated in the systems design. To this end we set up a goal on how to systematically generate safety requirements that should reflect hazard analysis results and be implemented in the systems design and development. To do so, we first review the process for systems design and suggest the associated Model. Then the process and results of hazard analysis are analyzed and Modeled particularly with emphasis on the safety data. The resulting data Model incorporating both the hazard analysis and system life cycle is used in the generation of safety requirements. Based on the developed data Model, the generation of the requirements, the construction of requirements DB, and the change management later on is demonstrated through the use of a computer-aided software tool.

A Study on Model of Regional Logistics Requirements Prediction

  • Lu, Bo;Park, Nam-Kyu
    • 한국항해항만학회지
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    • 제36권7호
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    • pp.553-559
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    • 2012
  • It is extremely important to predict the logistics requirements in a scientific and rational way. However, in recent years, the improvement effect on the prediction method is not very significant and the traditional statistical prediction method has the defects of low precision and poor interpretation of the prediction model, which cannot only guarantee the generalization ability of the prediction model theoretically, but also cannot explain the models effectively. Therefore, in combination with the theories of the spatial economics, industrial economics, and neo-classical economics, taking city of Erdos as the research object, the study identifies the leading industry that can produce a large number of cargoes, and further predicts the static logistics generation of the Erdos and hinterlands. By integrating various factors that can affect the regional logistics requirements, this study established a logistics requirements potential model from the aspect of spatial economic principles, and expanded the way of logistics requirements prediction from the single statistical principles to an new area of special and regional economics.

안전 요구사항의 추적성 구현을 통한 시험/평가 계획서의 효율적 개발 (On an Efficient Development of the Test & Evaluation Plan through the insured Traceability of the Safety Requirements)

  • 윤재한;이재천
    • 대한안전경영과학회지
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    • 제9권6호
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    • pp.89-96
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    • 2007
  • It is well known that the test and evaluation plan (TEP) is very crucial in the successful development of safety-critical systems. As such, this paper discusses an approach to the development of the TEP for a system that should meet safety requirements in the systems development process. It is studied how to incorporate the result of preliminary hazard analysis (PHA) in generating the safety requirements. It is also discussed how to deal with them when the system requirements (i.e., functions, performance, constraints, components, etc) and the safety requirements are integrated into one model. While doing so, we have constructed the required traceability among them, which is necessary and very useful when the safety requirements need to be corrected or be changed. The use of the traceability makes it possible to easily check out whether and how the safety requirements are properly incorporated in the system design process. Furthermore, without the verified traceability, the system cannot be changed or upgraded later. In order to implement the model on a computer-aided tool, we have constructed a database (DB) schema. As a result, the implemented model/DB allows to automatically generate TEP which can be used to measure the performance and safety level of the developed system.

Automated Prioritization of Construction Project Requirements using Machine Learning and Fuzzy Logic System

  • Hassan, Fahad ul;Le, Tuyen;Le, Chau;Shrestha, K. Joseph
    • 국제학술발표논문집
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    • The 9th International Conference on Construction Engineering and Project Management
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    • pp.304-311
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    • 2022
  • Construction inspection is a crucial stage that ensures that all contractual requirements of a construction project are verified. The construction inspection capabilities among state highway agencies have been greatly affected due to budget reduction. As a result, efficient inspection practices such as risk-based inspection are required to optimize the use of limited resources without compromising inspection quality. Automated prioritization of textual requirements according to their criticality would be extremely helpful since contractual requirements are typically presented in an unstructured natural language in voluminous text documents. The current study introduces a novel model for predicting the risk level of requirements using machine learning (ML) algorithms. The ML algorithms tested in this study included naïve Bayes, support vector machines, logistic regression, and random forest. The training data includes sequences of requirement texts which were labeled with risk levels (such as very low, low, medium, high, very high) using the fuzzy logic systems. The fuzzy model treats the three risk factors (severity, probability, detectability) as fuzzy input variables, and implements the fuzzy inference rules to determine the labels of requirements. The performance of the model was examined on labeled dataset created by fuzzy inference rules and three different membership functions. The developed requirement risk prediction model yielded a precision, recall, and f-score of 78.18%, 77.75%, and 75.82%, respectively. The proposed model is expected to provide construction inspectors with a means for the automated prioritization of voluminous requirements by their importance, thus help to maximize the effectiveness of inspection activities under resource constraints.

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국방 AI 소요의 중복 최적화를 위한 AI 능력(Capability)의 역할 개념모델 연구 (A study on a conceptual model of AI Capability's role to optimize duplication of defense AI requirements)

  • 박승규;이중윤;이주연
    • 시스템엔지니어링학술지
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    • 제19권1호
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    • pp.91-106
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    • 2023
  • Multidimensional efforts such as budgeting, organizing, and institutionalizing are being carried out for the adoption of defense AI. However, there is little interest in eliminating duplication of defense resources that may occur during the AI adoption. In this study, we propose a theoretical conceptual model to optimize duplication of AI technology that may occur during the AI adoption in the vast defense field. For a systematic approach, the JCA of the US DoD and system abstraction method are applied, and the IMO logical structure is used to decompose AI requirements and identify duplication. As a result of analyzing the effectiveness of our conceptual model through six example defense AI requirements, it was found that the amount of requirements of data and AI technologies could be reduced by up to 41.7% and 70%, respectively, and estimated costs could be reduced by up to 35.5%.

벼 상온통풍건조의 최소풍량비에 관한 연구 (Minimum Specific Airflow Rate Requirements for Natural Air Drying of Rough Rice in Korea)

  • 금동혁;박선태
    • Journal of Biosystems Engineering
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    • 제21권1호
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    • pp.60-71
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    • 1996
  • The purposes of this study were to develop a simulation model and to determine minimum specific airflow rate requirements for natural air drying of rough rice in Korea. A simulation model was developed considering energy and mass balances within grain bed, drying and rewetting rates, and hysterisis effect between sorption and desorption isotherms. As the results of validation test, the moisture contents predicted by the model agreed very well with the actual data. The criteria for determining minimum specific airflow rate requirements was that the top loom layer in the bin be dried to a moisture content below 16 percent wet basis with less than 0.5% drymatter decomposition. The minimum specific airflow rate requirements in 13 locations of Korea were presented based on the worst one among the past 7 to 13-year weather data. These requirements were also presented for all the combinations of three harvest dates and four harvest moisture contents. Specific airflow rate requirements seemed to be half by each 2 percent reduction in moisture content from 24 percent. As harvest date was delayed by 10 days from October 1, these requirements were reduced by about 20 to 40 percent.

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Enhanced Role-Based Access Control Administration Tool

  • Yenmunkong, Burin;Sathitwiriyawong, Chanboon
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 2004년도 ICCAS
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    • pp.1360-1364
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    • 2004
  • This paper propose an extended model for role-permission assignment based on locations called "Enhanced Role-Based Access Control (ERBAC03)". The proposed model is built upon the well-known RBAC model. Assigning permissions to role is considered too complex activity to accomplish directly. Instead we advocate breaking down this process into a number of steps. The concept of jobs and tasks is specifically introduced to facilitate role-permission assignment into a series of smaller steps. This model is suitable for any large organization that has many branches. Each branch consists of many users who work in difference roles. An administration tool has been developed to assist administrators with the administration of separation of duty requirements. It demonstrates how the specification of static requirements can be done based on "conflicting entities" paradigm. Static separation of duty requirements must be enforced in the administration environment. Finally, we illustrate how the ERBAC03 prototype is used to administer the separation of duty requirements.

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IFLA의 서지레코드 기능요건(FRBR) 모형 고찰 (A Study on IFLA Functional Requirements for Bibliographic Records Model)

  • 이성숙
    • 한국문헌정보학회지
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    • 제37권2호
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    • pp.319-342
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    • 2003
  • 목록의 기능은 크게 두 가지로 대별되는데, 하나는 집서 중의 특정 문헌을 식별하여 검색하는 기능이고 다른 하나는 특정 저자의 모든 저작과 특정 저작과 관련된 자료를 목록 상에서 한자리에 집중하는 기능이다. 본 논문에서는 목록의 기능을 재검토하고, 목록의 기능을 효과적으로 수행하기 위한 참조 개념 모형 (conceptual model)으로서 IFLA에서 제안한 서지레코드의 기능요건(Functional Requirements for Bibliographic Records, FRBR) 모형에 대해서 검토하였다.

Kano 모델에 기반한 요구사항 검증기법의 설계 및 구현 (Design and Implementation of Methodology for Requirement Verification Based on the Kano Model)

  • 김용남;김태석
    • 한국멀티미디어학회논문지
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    • 제8권5호
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    • pp.715-720
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    • 2005
  • 소프트웨어 개발과정에서 사용자 요구사항을 정확히 만족하기 위해서는 사용자 관점에서 요구사항을 검증하기 위한 방법이 필요하다. 이것은 사용자의 요구사항이 시스템 개발자에게 적절히 반영되어 사용자가 요구하는 고품질의 소프트웨어 시스템을 더 효과적으로 설계하고 구현할 수 있기 때문이다. 본 논문에서는 시스템 구현 전 단계에서 사용자 요구사항을 효율적으로 검증할 수 있는 RV-UI 모델 시스템을 제안한다. RV-UI 모델 시스템은 상용화된 사용자 인터페이스를 프로세스별 기능 모델로 표준화하여 구성하였고, Kano의 모델을 적용한 인터페이스를 통해 명화한 사용자 요구사항의 검증과 체계적인 요구사항의 형상관리를 가능하도록 설계 하였다.

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