• The Korean Journal of Applied Statistics
• /
• v.34 no.1
• /
• pp.99-114
• /
• 2021

With the Fourth Industrial Revolution based on new technology, the semiconductor manufacturing industry researches various analysis methods such as detecting process abnormalities and predicting yield based on equipment sensor data generated in the manufacturing process. The semiconductor manufacturing process consists of hundreds of processes and thousands of measurement processes associated with them, each of which has properties that cannot be defined by chemical or physical equations. In the individual measurement process, the actual measurement ratio does not exceed 0.1% to 5% of the target product, and it cannot be kept constant for each measurement point. For this reason, efforts are being made to determine whether to manage by using equipment sensor data that can indirectly determine the normal state of each step of the process. In this study, the Functional Data Analysis (FDA) was proposed to define a process abnormality detection process based on equipment sensor data and compensate for the disadvantages of the currently applied statistics-based diagnosis method. Anomaly detection accuracy was compared using machine learning on actual field case data, and its effectiveness was verified.

• Journal of the Korea Society of Computer and Information
• /
• v.14 no.1
• /
• pp.191-203
• /
• 2009

To provide dynamic services for users in ubiquitous computing environments by considering context in real-time, in our previous work we proposed Metaservice concept, the description specification and the process for building a Metaservice library. However, our previous process generates separated models - UML, OWL, OWL-S based models - from each step, so it did not provide the established method for translation between models. Moreover, it premises aid of experts in various ontology languages, ontology editing tools and the proposed Metaservice specification. In this paper, we design the translation process from domain ontology in OWL to Metaservice Library in OWL-S and develop a visual tool in order to enable non-experts to generate consistent models and to construct a Metaservice library. The purpose of the Metaservice Library translation process is to maintain consistency in all models and to automatically generate OWL-S code for Metaservice library by integrating existing OWL model and Metaservice model.

• Korean Journal of Construction Engineering and Management
• /
• v.15 no.2
• /
• pp.53-61
• /
• 2014

Previous studies reveal the need for a tool to cost estimation of building design in early design stages. This paper proposes an internal finishes cost model tool to address this need. The tool allows users to evaluate the functionality, economics and quality of finishes concurrently with high-rise building design. Lack of information in the early stages of the project enables a relatively accurate estimates of work to raise up. Measurements are automatically extracted from simple design information and profile driven estimates are revised in real-time. The data model uses a flexible unit rate system that can easily be extended to other estimate dimensions such as mix-use building surcharge rate estimation. The approach illustrated in this paper is applicable to BIM tool conceptual estimation that support for massing purposes other than the one chosen for this study.

• The KIPS Transactions:PartC
• /
• v.8C no.2
• /
• pp.173-181
• /
• 2001

하드웨어 기술의 발전으로 인해 컴퓨터 하드웨어의 결함 발생률은 상수 값이거나 점차 작아지는 경향이 있다. 반면에 하드웨어에 탑재된 소프트웨어의 복잡성 및 크기는 이전에는 상상할 수 없을 정도로 방대해져가고 있기 때문에, 소프트웨어의 결함 발생으로 인한 컴퓨터 시스템의 장애 발생 가능성은 점차 더 높아지고 있다. 본 논문에서는 Active/Active 클러스터 시스템의 가용도 개선을 위해서 소프트웨어적인 결함 발생을 미연에 방지할 수 있는 능동적 결함허용 기법인 소프트웨어 재활(rejuvenation) 방법에 대하여 연구하였다. 소프트웨어 재활 과정 및 여분서버로 작업전이(switchover) 과정을 semi-Markov 프로세스로 모델링 한 후, 수학적 분석을 통해 구한 Active/Active 클러스터 시스템의 bud형 상태 확률을 이용하여, 다양한 운영 조건하의 가용도 및 손실비용을 계산하였으며, 이를 통하여 소프트웨어 재활을 통한 Active/Active 클러스터 시스템의 가용도 개선 가능성을 확인하였다.

• Proceedings of the Korea Information Processing Society Conference
• /
• 2021.11a
• /
• pp.768-771
• /
• 2021

시계열 분석은 이전 시점들의 데이터를 기반으로 미래 시점의 데이터를 예측하는 기술을 제공하며, SARIMA는 이러한 시계열 분석에서 활용되는 통계 모델의 일종이다. 본 연구는 직접 수집한 실시간 위치 데이터에 SARIMA를 적용하여 개인의 이동 패턴을 추출하고 이를 예측에 활용하는 전반적인 프로세스를 제작하였다. 첫째, DB에 업로드된 위치 데이터를 비지도 학습의 일종인 EM-clustering을 활용해 핵심 방문 장소들로부터의 거리에 따라 군집화했다. 둘째, 해당 장소에 입장하고 퇴장하는 시간 간격에 SARIMA를 적용해 주기성을 추출했다. 마지막으로, 이 주기성들을 군집의 중요도에 따라 순차적으로 분석하여 유의미한 예측 결과를 도출해냈다.

• The Journal of Information Systems
• /
• v.11 no.1
• /
• pp.75-103
• /
• 2002

현대사회는 전통적인 경제체제에서 디지털 경제체제로의 급속한 이전과 더불어 정보기술이 국가발전의 주요 원동력으로 등장하게 되었다. 특히, e-정부의 출현은 기존의 정부서비스에 대한 시공간적 제약을 극복하는 새로운 패러다임으로 간주되고 있다. 본 연구는 e-정부 실현을 위한 대표적인 사례로 KICIT을 중심으로 정보기술의 활용사례와 더불어 EC-Bank를 중심으로 한 지방정부의 사이버 마케팅에 대한 사례연구를 통해 e-정부의 조기 실현을 위한 산업부문의 e-비즈니스화에 대한 하나의 대안으로 소개하였다. e-구미의 모형은 행정, 생활, 산업 차원에서의 네트워크화, 균형과 조화, 부문간의 연계로 시행정의 디지털화, 사이버 정보생활의 실현 및 산업의 e-비즈니스화의 실현을 중심으로 제시하였다. 본 연구에서 KICIT은 중소도시에 집중되어 있는 지역정보센터의 산학관 협력의 모델케이스로 효율적으로 운영되고 있음을 확인할 수 있었다. 이제는 구미지역 기업체와 연구교육기관에서 핵심적인 지원기관으로 지역관련기관과의 보다 유기적인 협력을 계속 유지. 발전해 나가야 할 것이다. 지자체의 사이버 마케팅 사례인 EC-Bank는 정보서비스를 단순히 제공하는 수준인 전자상거래의 초기단계로 사이트 및 콘텐츠 관리의 소홀로 인하여 초기의 목적을 거의 이루지 못한 실정이다. 앞으로 산학관의 친밀한 협력과 e-프로세스의 대혁신을 통해서 새로운 업무활용, 웹기반의 거래처리 및 e-비즈니스 모형의 창출을 위해 계속적으로 노력해야할 것이다.

• Journal of Digital Convergence
• /
• v.17 no.6
• /
• pp.133-144
• /
• 2019

The purpose of this study is to empirically examine the ICT legal system and the ICT performance by new technology's investment for government organizational changes. I will show the impact of government ICT investment interest, competency, convergence and process change, and then present policy direction. A research method used the structural equations. As a result of analysis, ICT investment interest and operational competency showed the negative impact the ICT legal system and the role change of ICT process and convergence of new technologies showed the positive impact. The Framework Act on National Information showed the positive impact on organizational performance, but the E-Government Act showed the negative impact. The contribution in the study expanded organization research from MIS perspective, and each organization is required the conflict resolve by ICT investment. A future study will require longitudinal study of ICT capabilities from previous to present government.

• The Journal of the Korea Contents Association
• /
• v.12 no.8
• /
• pp.411-419
• /
• 2012

In case that R&D results from R&D projects are well managed and archived, the research institutes can transfer the valuable technologies related to R&D results with some costs to corporations. However, it is still difficult to maintain and reuse R&D results because they are managed by each person or each department and not integrated between R&D results. Therefore, the government should undertake to manage R&D results overall by collecting meta data and distribute analyzed information from meta data. Each researching institute also makes an efforts to manage R&D results focusing on their reusing. For this purpose, in this paper, we present a process to manage R&D results; insert meta data of R&D results to the system, upload files of R&D results to the database of the system, inquire, and use meta data of R&D results. Based on the process, we design a system architecture for managing R&D results. In addition, it should be mainly considered to design a global schema for integrating R&D results into one database. The system shows detailed information on R&D results and provides R&D results conveniently to users. We expect that we may reduce the cost of reusing R&D results and improve the quality of R&D results with designing efficiently a process and a global schema of R&D result management system.

• Journal of Digital Convergence
• /
• v.9 no.5
• /
• pp.175-191
• /
• 2011

To improve cooperative performance, organizations are increasingly developing its technology capabilities to maintain performance and satisfaction with its collative partners. The data for 143 collaboration experiences from domestic manufacturing firms were used to test hierarchical regression model with trust moderating between technology capabilities and collaborative performance and satisfaction. The result suggests that technological human resources, technological organization, technological leadership are the most important factors to affect positively collaborative performance and satisfaction, and there are interaction effects of trust on technological assets and technological organization with collaborative performance and satisfaction.

• Journal of the Korea Academia-Industrial cooperation Society
• /
• v.20 no.9
• /
• pp.397-404
• /
• 2019

When developing a weapon system, a T&E(Test and Evaluation) can be performed using M&S for the test items that cannot be evaluated in the real world. In this case, the VV&A activities are required to prove the credibility of M&S for the T&E. Recently, the use of M&S has been increasing as the R&D trends of weapon systems are becoming more advanced. Therefore, the VV&A activities are also increasing. The VV&A activities aim to verify, validate, and accredit that the simulation can represent a real system and ensure credibility regarding its purpose and intention of use. VV&A activities are divided into V&V and Accreditation. When performing VV&A in the ADD (Agency for Defense Development), the V&V activities are performed by a separate department of the ADD and the accreditation activities are performed in the DTAQ (Defense Agency for Technology and Quality). This paper proposes a V&V process for a T&E of M&S that has been performed in ADD. The process is used to verify and validate the documents and data generated during the development process according to the accreditation criteria, and provides objective data that can be used to judge whether the accreditation decision and acceptance criteria are met.