• 정보처리학회논문지:컴퓨터 및 통신 시스템
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• 제5권9호
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• pp.269-274
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• 2016

본 논문은 사물인터넷을 인프라로 한 IoT 서비스를 기반으로 품질평가 모델을 제시한다. 제시된 품질평가 모델은 기존 ISO 9126의 전통적인 소프트웨어 어플리케이션을 평가하는 품질평가 요인과 ISO25000에서 제시된 보안성(Security)에 초점을 맞춰 품질평가모델을 제시한다. 전통적인 품질평가 중 4가지 요소에 보안성(Security)에 관련된 품질평가 요소를 Metric에 적용하여 품질평가의 신뢰성과 효율성을 검증 하였다.

• 대한방사선기술학회지:방사선기술과학
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• 제46권6호
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• pp.535-542
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• 2023

This study aimed to implement a deep learning model that can perform quantitative quality control through ACTS software used for quantitative evaluation of ACR phantom in CT quality control and evaluate its usefulness. By changing the scanning conditions, images of three modules of the ACR phantom's slice thickness (ST), low contrast resolution (LC), and high contrast resolution (HC) were obtained and classified as ACTS software. The deep learning model used ResNet18, implementing three models in which ST, HC, and LC were learned with epoch 50 and an integrated model in which three modules were learned with Epoch 10, 30, and 50 at once. The performance of each model was evaluated through Accuracy and Loss. When comparing and evaluating the accuracy and loss function values of the deep learning models by ST, LC, and HC modules, the Accuracy and Loss of the HC model were the best with 100% and 0.0081, and in the integrated model according to the Epoch value, Accuracy and Loss with epoch 50 were the best with 96.29% and 0.1856. This paper showed that quantitative quality control is possible through a deep learning model, and it can be used as a basis and evidence for applying deep learning to the CT quality control.

• Journal of Information Processing Systems
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• 제8권4호
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• pp.539-554
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• 2012

Model-driven and component-oriented development is increasingly being used in the development of embedded systems. When combined, both paradigms provide several advantages, such as higher reuse rates, and improved system quality. Performing model-driven and component-oriented development should be accompanied by a component model and a method that prescribes how the component model is used. This article provides an overview on the MARMOT method, which consists of an abstract component model and a methodology for the development of embedded systems. The paper describes a feasibility study that demonstrates MARMOT's capability to alleviate system design, verification, implementation, and reuse. Results indicate that model-driven and component-based development following the MARMOT method outperforms Agile development for embedded systems, leads to maintainable systems, and higher than normal reuse rates.

• 한국정보과학회논문지:소프트웨어및응용
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• 제33권7호
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• pp.605-614
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• 2006

성공적인 소프트웨어 개발은 QCD에 의해 결정되며, 그 중 Quality는 Cost와 Delivery를 결정하는 핵심요소이기도 하다. 그리고 소프트웨어의 규모와 복잡도가 증가함에 따라 quality의 조기 확보의 중요성이 점차 커지고 있다. 이러한 관점에서 개발 후 결함을 찾아내고 수정하는 것보다 결함예방을 위해 더 많은 노력을 기울여야 할 것이다. 결함 예방을 위해서는 peer review, testing과 같은 결함 식별활동과 함께 기존에 발생된 defect 에 대한 분석을 통해 발생 가능한 결함의 주업을 차단하는 활동이 필요하며, 이를 위해 기존의 품질 데이타의 조직화 및 활용이 필요하다. 소프트웨어의 품질 예방을 위한 방법으로 system safety 확보를 위해 사용되고 있는 FMEA를 활용할 수 있다. SW-FMEA(Software Fault Mode Effect Analysis)는 예측을 통해 결함을 예방하는 방법으로, 기존에는 요구사항 분석 및 설계 시 많이 활용되어 왔다 이러한 SW-FMEA는 개발 활동을 통해 측정되는 정보를 활용하여, 분석, 설계, 나아가 peer review나 testing 둥 개발 및 관리 활동에 적용하여 결함예방 (defect prevention) 의 수단으로 활용 할 수 있다. 본 논문에서는 기존에 시스템 분석, 설계에 focusing된 SW-FMEA를 변형하여 product 결합뿐 아니라, 개발과정 중 발생할 수 있는 fault를 줄일 수 있는 결함 예방 model을 제안한다.

• 한국멀티미디어학회논문지
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• 제25권8호
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• pp.1109-1121
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• 2022

As the demand for quality sleep increases in modern society, the importance of sleep technology has increased. Recently, development of sleep environment improvement products and research on the user's sleep improvement have been activated. Representatively, user sleep pattern analysis research is being conducted through the existing polysomnography, but it is difficult to use it in the sleep environment of daily life. Therefore, in this paper, we propose a system design that can provide a customized deep sleep service to users by detecting sleep disturbance factors in a motion bed environment. In order to improve the user's sleep satisfaction, a logistic regression-based sleep pattern analysis model is proposed and accuracy and significance are verified through experiments. And to improve user's sleep satisfaction, we propose a logistic regression-based sleep pattern analysis model and verify accuracy and significance through experiments. The proposed system is expected to improve the user's sleep quality and effectively prevent and manage sleep disorders.

• Journal of Information Technology Applications and Management
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• 제25권4호
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• pp.115-122
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• 2018

Software reliability has the greatest impact on computer system reliability and software quality. For this software reliability analysis, In this study, we compare and analyze the trends of the properties affecting the reliability according to the shape parameters of Erlang distribution based on the finite fault NHPP. Software failure time data were used to analyze software failure phenomena, the maximum likelihood estimation method was used for parameter estimation. As a result, it can be seen that the intensity function is effective because it shows a tendency to decrease with time when the shape parameters a = 1 and a = 3. However, the pattern of the mean value function showed an underestimation pattern for the true values when the shape parameters a = 1 and a = 2, but it was found to be more efficient when a = 3 because the error width from the true value was small. Also, in the reliability evaluation of the future mission time, the stable and high trend was shown when the shape parameters a = 1 and a = 3, but on the contrary, when a = 2, the reliability decreased with the failure time. Through this study, the property of finite fault NHPP Erlang model according to the change of shape parameter without existing research case was newly analyzed, and new research information that software developers can use as basic guideline was presented.

• 한국정보과학회논문지:컴퓨팅의 실제 및 레터
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• 제9권2호
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• pp.123-132
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• 2003

품질 인증 테스트는 소프트웨어의 품질을 결정하고 보증하기 위하여 인증 기관에서 제품 개발 후에 수행하는 테스트로써 해당 제품의 소스 코드 없이 제품 매뉴얼의 분석을 통하여 테스트가 이루어지는 경우가 대부분이다. 본 논문에서는 제품 매뉴얼에 기반한 테스트 데이타 생성을 위하여, 소프트웨어 패키지와 매뉴얼 분석 데이타로부터 테스트 데이타를 생성하는 것을 자동화한 '테스트 데이터 자동 생성 도구'(Manual-based Automatic Test data generating tool: MaT)를 구현한다. MaT의 입력 데이타는 소프트웨어 패키지와 매뉴얼의 분석 결과인데, 입력 데이타 구성을 위하여 '메뉴 기반 테스트 분석 모델'을 제안한다. 본 도구를 소프트웨어 패키지의 품질 인증 테스트에 적용함으로써 품질과 신뢰도가 향상된 소프트웨어 제품 개발에 기여할 수 있게 된다.

• 한국IT서비스학회지
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• 제18권2호
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• pp.37-54
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• 2019

The purpose of this study is to present an evaluation model to measure the clarification level of stakeholder requirements of public sector software projects in the Republic of Korea. We tried to grasp the quality of proposal request through evaluation model. It also examines the impact of the level of stakeholder requirements on the level of system requirements. To do this, we analyzed existing research models and related standards related to business requirements and stakeholder requirements, and constructed evaluation models for the system operation concept documents in the ISO/IEC/IEEE 29148. The system operation concept document is a document prepared by organizing the requirements of stakeholders in the organization and sharing the intention of the organization. The evaluation model proposed in this study focuses on evaluating whether the contents related to the system operation concept are faithfully written in the request for proposal. The evaluation items consisted of three items: 'organization status', 'desired changes', and 'operational constraints'. The sample extracted 217 RFPs in the national procurement system. As a result of the analysis, the evaluation model proved to be valid and the internal consistency was maintained. The level of system operation concept was very low, and it was also found to affect the quality of system requirements. It is more important to clearly write stakeholders' requirements than the functional requirements. we propose a news classification methods for sentiment analysis that is effective for bankruptcy prediction model.

• 한국정보통신학회논문지
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• 제23권5호
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• pp.508-515
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• 2019

소프트웨어 관련 R&D 사업의 결과의 성공여부를 판단하는 기준으로 다양한 정량지표를 많이 사용하고 있으나, 어떠한 정량지표를 선정하는 것이 적절한지에 대한 판단은 다소 어려운 부분이 있다. 본 논문에서는 소프트웨어 개발의 정량적 평가지표 선정에 기준을 제공하기 위해 소프트웨어 품질 수준의 표준으로 활용되고 있는 ISO/IEC25023를 활용하여 소프트웨어 제품 개발의 정량적 평가지표 생성프로세스를 제안한다. 제안 프로세스는 2단계로 구성되어 있다. 첫 번째 단계에서는 ISO/IEC25023 표준규격의 품질특성과 부특성을 도출하고, 두 번째 단계에서는 1단계 결과인 품질특성과 부특성에 부합하는 평가지표 가이드를 도출한다. 제안하는 정량적 평가지표 생성 프로세스는 소프트웨어 개발 프로젝트의 특성에 맞는 정량적 평가지표 선정에 도움이 될 것으로 기대한다.

• 경영과학
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• 제19권2호
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• pp.191-204
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• 2002

As the portion of information systems (IS) budget to the total government budget becomes greater, the cost estimation of IS development and maintenance projects is recognized as one of the most important problems to be resolved for scientific and efficient management of IS budget. Since IS budget makes much effect on the delivery time, quality and productivity of IS projects, the exact cost estimation is also necessary for the successful accomplishment of IS projects. The primary concern in the cost estimation of IS projects is software cost estimation, which requires the measurement of the size of softwares. There are two methods for sizing software : line-of-code approach, function point model. In this paper, we propose a function-point-based model for estimating software cost. The proposed model is derived by collecting about fifty domestic IT projects in public sector and analyzing their relationship between cost drivers and development effort. Since the proposed model is developed by simplifying the function point model that can be used only when detailed user requirements are specified, it can be also applied at project planning and budgeting phase.