• 제목/요약/키워드: work support system

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열처리 장비의 Safety를 위한 딥러닝 기반 영상처리 시스템 (Image Processing System based on Deep Learning for Safety of Heat Treatment Equipment)

  • 이정훈;이로운;홍승택;김영곤
    • 한국인터넷방송통신학회논문지
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    • 제20권6호
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    • pp.77-83
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    • 2020
  • 열처리 시설은 뿌리산업 중에서 고열에 의한 열악한 환경과 긴 근로시간 등으로 원격 IOT 시스템의 적용 범위가 확대되는 상황이다. 이러한 열처리 공정 환경에서 IOT 미들웨어는 사물인터넷 기기(센서 등)의 데이터 정보를 해석하고 관리하며 제어할 수 있는 중추적 역할이 요구된다. 그간 열처리 원격에서 제어하는 시스템은 현장 상황에 대한 전반적 감시 없이 작업자의 일괄 시스템 명령으로 운영되었다. 하지만 열처리 시설의 안전성과 정밀한 제어를 위해서는 다양한 센서 컨트롤과 주변 작업환경 인지가 필요하다. 본 논문에서 제시한 열처리 안전지원 시스템은 그에 대한 해결책으로 열화상 감지를 통해 열처리로의 작업인력 접근을 파악하고 원격에서 작업 가동 시 열처리 장비의 Safety를 위한 지원시스템을 제안하였다. 또한 일반적인 고정된 열점 감시 기반 열화상 분석보다 더욱 빠르고 정확한 인식을 위해 DNN 딥러닝 네트워크를 활용한 OPEN CV 기반 열화상 분석 시스템을 구성하였다. 이를 통해 열처리 산업에 특성화된 안전관리 지원과 향후 열처리 환경에서 범용적으로 활용 할 수 있는 시스템을 제안하고자 한다.

발주자 및 설계자의 DFS 업무수행능력 분석 및 향상방안 (An Analysis on the Design for Safety Work Performance of Owner and Designer and Its Improvement Measures)

  • 신원상;손창백
    • 한국건설관리학회논문집
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    • 제20권5호
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    • pp.95-103
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    • 2019
  • 국내에 DFS (Design for Safety) 제도가 도입되었지만 이를 수행하는 발주자 및 설계자의 인지도는 아직까지 매우 낮은 수준이며, 대부분의 발주자 및 설계자는 추가적인 업무수행, 전문 인력 부족 등 다양한 사유로 인해 부정적인 입장을 보이고 있다. 이에 본 연구는 DFS업무의 효율적인 수행을 위해 DFS 업무프로세스를 표준화하고, 현재 발주자 및 설계자가 수행하는 각 업무별 업무수행수준을 분석하여 DFS 업무수행능력 향상방안을 제안하고자 연구를 수행하였다. 본 연구는 발주자 및 설계자의 DFS 업무수행능력 향상을 위해서는 위험요소 및 저감대책 발굴, 위험성 평가 등의 핵심 업무를 지원하며, DFS 보고서를 원활하게 작성할 수 있도록 해당 정보를 제공하는 업무지원시스템의 개발을 제안하였다.

국가전거데이터 공동활용에 대한 사서들의 인식에 관한 질적 탐구 (A Qualitative Study on Librarians' Recognition of the Joint Utilization of National Authority Data)

  • 이성숙
    • 한국비블리아학회지
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    • 제32권1호
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    • pp.443-467
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    • 2021
  • 이 연구는 국립중앙도서관의 국가전거공동활용시스템에 참여하여 로컬도서관의 전거데이터를 구축한 경험이 있는 사서들을 대상으로 면담을 진행하고, 국가전거데이터 공동활용에 대한 사서들의 인식과 지원 요구를 파악하는 것을 목적으로 하였다. 이를 위해 국가전거공동활용시스템 사업에 참여한 총 10명의 사서를 대상으로 반구조화된 질문지를 사용하여 전화 면담을 진행하였다. 이를 통해 국가전거데이터 공동활용의 이점, 어려움, 활용 계획, 전거형 수정 계획, 필요한 지원에 대한 의견을 조사할 수 있었다. 연구 결과 연구참여자들은 국가전거데이터 공동활용이 로컬도서관의 전거 업무에 기반을 제공하고, 업무 효율을 가져온다고 인식하고 있었지만, 전거데이터 수정, 선별, 신규작성, 지식 부족, 지원 체계 미비의 어려움을 인식하고 있었다. 국가전거데이터 공동활용을 위해 필요한 지원으로는 전거 관련 교육 및 매뉴얼 제공, 기관의 입장을 충분히 고려한 전거 관련 규칙 마련, 시스템 개발 및 유지를 위한 예산 및 인력 지원, 소통 채널 및 협의체 구축, 시스템과 데이터의 고도화, 참여도서관에 인센티브 부여가 도출되었다. 연구 결과를 토대로 향후 국가전거데이터 공동활용의 운영을 위한 방법과 방향을 제시하였다.

기업간 정보시스템의 사용자 만족도에 영향을 주는 요인 (The Factors Towards the User Satisfaction of Interorganizational System)

  • 손달호
    • Asia pacific journal of information systems
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    • 제11권1호
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    • pp.75-90
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    • 2001
  • Computer-based systems operating between two or more co-operating organizations as part of their business relationship are generally referred to as inter-organizational systems(IOS). IOS automates aspects of transactional work between organizations and coordinate other activities. These systems facilitate organizational interaction as well as flows of materials, services and information. This planning provides as business direction for IOS applications, coordinates the efforts of participants, and deals with technical and non-technical IOS issues. This paper seeks to research the effect of strategic determinants of IOS to the efficiency of IOS. The determinants that selected from prior researches are top management support, is support and vendor/consultant support. The results show that the effect of top management support to efficiency of IOS was significant and this effect mediates the effect of other factors.

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기업의 제품 개발업무 최적화를 위한 Collaborative Work-Flow System Architecture 연구 (The Study of Collaborative Work-Flow System Architecture for Optimization of Product Development in Enterprise)

  • 이재철;방헌;안대중;김태윤;이승호;유영선;송병재;최영준;안계호;장정렬;조상석;류병일;황창규
    • 한국경영과학회:학술대회논문집
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    • 한국경영과학회 2001년도 추계학술대회 논문집
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    • pp.25-28
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    • 2001
  • Today enterprises are bringing forward the strong needs for the Global Work Space that is able to realize the collaboration of the virtual enterprise in order to achieve the rapid entrance to market, the quality improvement as well as the cost reduction of their new products. Especially, they are building the efficient Product Management Infrastructure in parallel with the real-time knowledge management for the information generated in the course of a product lifecycle and the Process Innovation making the Concurrent Engineering possible. Building a system in the web environment cannot be the entire effort to realize the Global Work Space within an enterprise that is an essential factor for the reduction of a product development period which in turn contributes to Time to Market. Various work models and processes are found in enterprises and many different application programs are developed and utilized to support these. This study proposes a scheme for the optimized Collaborative Workflow System Architecture that is able to take in and apply various application programs accompanied by the product development work process. Through this, we are to examine various limits and problems existing in the real-time collaborative system between enterprises and to reform these.

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직장인의 직무만족도 관련요인 분석 - NIOSH의 직무스트레스 모형을 적용하여 - (Factors Related with Job Satisfaction in Workers - Through the Application of NIOSH Job Stress Model -)

  • 김순례;이복임;이종은;이경용;정혜선
    • 지역사회간호학회지
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    • 제14권2호
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    • pp.190-199
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    • 2003
  • This study was conducted to determine the factors affecting job satisfaction in workers by using the Job Stress Model proposed by the National Institute for Occupational Safety and Health (NIOSH). Data were collected from December 1 to December 30, 1999. The subjects were 2,133 workers employed at 155 work sites, who were examined using NIOSH Job Stress questionnaire translated by the Korea Occupational Safety ${\pounds}|$ Health Academy and Occupational Safety ${\pounds}|$ Health Research Institute. SAS/PC program was used for statistical analysis using descriptive analysis. Pearson's correlation coefficient, ANOVA, and Stepwise multiple regression analysis. The results of this study were as follows. 1. According to general characteristics of the subjects, job satisfaction was high in those with less number of children. 2. By work condition, job satisfaction was higher in those who were working in a permanent job position, were working with regular time basis than with shift basis, were working in regular shift hours than in changing shift hours, were working for a short period, and were working less hours and overtime works per week. 3. In terms of physical work environment, job satisfaction was significantly related to 10 physical environmental factors. In other words, job satisfaction was high in workers who were working in an environment with no noise, bright light, temperature adjusted to an appropriate level during summer and winter, humidity adjusted to an appropriate level. well ventilation, clean air, no exposure to hazardous substance during work hour, overall pleasant work environment and not crowded work space. 4. By work-related factors, job satisfaction was high in those with less ambiguity about future job and role, high job control/autonomy, and less workload. On the other hand, job satisfaction was low in those with little utilization of competencies, and much role conflict at work and workload. 5. As for the relationships between job satisfaction and the non-work related factors, job satisfaction was high in workers who were volunteering at different organizations or active in religious activities for 5-10 hours per week. 6. In the relationships between job satisfaction and buffering factors, significantly positive correlations were found between job satisfaction and factors such as support by direct superior, support by peers, and support by spouse, friend and family. 7. There were nine factors that affected job satisfaction in the workers: age, number of children, work hours per week, noise, temperature at the work site during summer, uncomfortable physical environment, role ambiguity, role conflict, ambiguity in job future, work load, no utilization of competencies and social support from direct supervisor. These nine factors accounted for 26% of the total variance in the multiple regression analysis. In conclusion. the following are proposed based on the results of this study. 1. The most important physical environmental factors affecting job satisfaction in workers were noise, role ambiguity, and work load, suggesting a need to develop strategies or programs to manage these factors at work sites. 2. A support system that could promote job satisfaction is needed by emphasizing the roles of occupational health nurses who may be stationed at work sites and manage the factors that could generate job stress. 3. Job satisfaction is one of the three acute responses to stress proposed in NIOSH job stress model (job satisfaction. physical discomfort and industrial accidents). Therefore, further studies need to be conducted on the other two issues.

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TOSS: Telecom Operations Support Systems for Broadband Services

  • Chen, Yuan-Kai;Hsu, Chang-Ping;Hu, Chung-Hua;Lin, Rong-Syh;Lin, Yi-Bing;Lyu, Jian-Zhi;Wu, Wudy;Young, Hey-Chyi
    • Journal of Information Processing Systems
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    • 제6권1호
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    • pp.1-20
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    • 2010
  • Due to the convergence of voice, data, and video, today's telecom operators are facing the complexity of service and network management to offer differentiated value-added services that meet customer expectations. Without the operations support of well-developed Business Support System/Operations Support System (BSS/OSS), it is difficult to timely and effectively provide competitive services upon customer request. In this paper, a suite of NGOSS-based Telecom OSS (TOSS) is developed for the support of fulfillment and assurance operations of telecom services and IT services. Four OSS groups, TOSS-P (intelligent service provisioning), TOSS-N (integrated large-scale network management), TOSS-T (trouble handling and resolution), and TOSS-Q (end-to-end service quality management), are organized and integrated following the standard telecom operation processes (i.e., eTOM). We use IPTV and IP-VPN operation scenarios to show how these OSS groups co-work to support daily business operations with the benefits of cost reduction and revenue acceleration.

멀티미디어 기술을 활용한 초등학교 수준별 독서지원 시스템 개발 (The Development of Leveled Reading Education Support System Using Multimedia Technology for Elementary School)

  • 최창훈;마대성;김정랑
    • 정보교육학회논문지
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    • 제9권2호
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    • pp.211-219
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    • 2005
  • 현행 초등학교 독서교육은, 학생들의 독서능력이나 수준과 관계없이 실시되고 있으며, 독서능력 측정을 위한 진단지의 부재, 텍스트 위주의 감상표현활동, 가정과 학교의 단절로 인한 독서교육 실시의 어려움이 문제점으로 제기되고 있다. 본 논문에서는 멀티미디어 기술을 활용한 수준별 독서지원 시스템을 구안하였다. 시스템을 통하여 학생들의 독서능력을 정확하고 신속하게 진단하여 수준에 맞는 도서를 안내하고, 멀티미어 기술을 활용한 감상표현을 함으로써 독서에 흥미를 가질 수 있게 하였다.

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Using weighted Support Vector Machine to address the imbalanced classes problem of Intrusion Detection System

  • Alabdallah, Alaeddin;Awad, Mohammed
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제12권10호
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    • pp.5143-5158
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    • 2018
  • Improving the intrusion detection system (IDS) is a pressing need for cyber security world. With the growth of computer networks, there are constantly daily new attacks. Machine Learning (ML) is one of the most important fields which have great contribution to address the intrusion detection issues. One of these issues relates to the imbalance of the diverse classes of network traffic. Accuracy paradox is a result of training ML algorithm with imbalanced classes. Most of the previous efforts concern improving the overall accuracy of these models which is truly important. However, even they improved the total accuracy of the system; it fell in the accuracy paradox. The seriousness of the threat caused by the minor classes and the pitfalls of the previous efforts to address this issue is the motive for this work. In this paper, we consolidated stratified sampling, cost function and weighted Support Vector Machine (WSVM) method to address the accuracy paradox of ID problem. This model achieved good results of total accuracy and superior results in the small classes like the User-To-Remote and Remote-To-Local attacks using the improved version of the benchmark dataset KDDCup99 which is called NSL-KDD.

디지털 생산 시뮬레이션 기반의 판넬라인 일정계획지원 시스템 구축 (Construction of Scheduling Support System for Panel Lines by Digital Manufacturing Simulation)

  • 이광국;최동환;한상동;박주용;신종계
    • 대한조선학회논문집
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    • 제43권2호
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    • pp.228-235
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    • 2006
  • Nowadays, digital manufacturing has been known to be very effective method in manufacturing fields. It is aimed to estimate process time, to improve operation efficiency, and to prevent bottleneck processes in advance of real manufacturing. This paper addresses a scheduling support system for panel hues in a shipyard through digital manufacturing simulation. The proposed system supports operators to make better decisions on the shop-floor scheduling in panel lines. It ,would provide a complete schedule that is at least as good as any schedule currently obtained. Furthermore, it can evaluate the operator's schedule by simulating it with 3-dimensional models before the work orders and schedules are released.