• Title/Summary/Keyword: 부실정보

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A Directional Distance Function Approach on the Efficiency of Chinese Commercial Banks (방향성거리함수를 이용한 중국의 상업은행 효율성 분석)

  • Hwang, Ryeon-Hee;Kim, Seong-Ho;Lee, Dong-Won;Nam, Doo-Woo
    • Journal of Korea Society of Industrial Information Systems
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    • v.17 no.2
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    • pp.81-94
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    • 2012
  • On December 11, 2001, China joined the WTO and became one of the member countries and the Chinese financial markets had to be open in 5 years. So, the Chinese government transformed national commercial banks into joint-stock banks. The purpose of this paper is to investigate the validity of this decision by the Chinese government. In order to measure the efficiency of banks, the directional distance function (DDF) methodology is used, which analyzes whether a bad output exists in the outputs. In the empirical analysis, the number of staffs, the fixed assets, and the equity capital are used as inputs, while the loans and the non-performing loans ratio are used as a good output and a bad output, respectively. The non-performing loans ratio is included in output since it could affect the efficiency of banks. If it isn't considered in the analysis, a distortion might occur in analyzing the efficiency of banks. The results show that the efficiency of the major commercial banks was improved, and that the efficiency of joint-stocks banks was higher for 2002-2003 while the efficiency of national commercial banks was higher for 2004-2006. It was due mainly to the foreign exchanges reserve funds injected into national commercial banks by the Chinese Ministry of Finance, and as a result bad assets were eliminated.

A Study on Improving Strategies of Itinerant Librarians' Job Environment at Small Libraries (작은도서관 순회사서 직무환경 개선방안 연구)

  • Chae, Hee-ra;Kim, You-seung
    • Journal of the Korean BIBLIA Society for library and Information Science
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    • v.33 no.1
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    • pp.71-94
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    • 2022
  • While small libraries have steadily increased in quantity, parts of qualitative growth such as lack of manpower and poor operation have been pointed out as problems. Accordingly, with the aim of establishing a foundation for linkage and cooperation between public libraries and small libraries, the small library itinerant librarians project has been promoted since 2010, and its scale has been continuously expanding. However, the lack of manpower and poor operation still remain tasks to be solved, and the poor treatment and job environment of itinerant librarians have not improved. In this context, this study aims to examine the problems of small libraries and job problems experienced by itinerant librarians and to find ways to improve the job environment of itinerant librarians based on this. Through the analysis of previous studies, small libraries and net companies were investigated, and in-depth interviews were conducted with participants related to itinerant librarians and small libraries. Through interview data analysis, a total of 17 meaning topics were extracted, including 'lack of work authority', 'lack of work manual', 'lack of communication, community', 'lack of integrated operating system', 'poor treatment and working environment', 'malicious user', and 'lack of belonging'. Based on this, four improvement measures were proposed, including the improvement of the job authority and standard regulations of itinerant librarians, the establishment of a community organization, job security guarantees, and job education reinforcement.

Optimization of Uneven Margin SVM to Solve Class Imbalance in Bankruptcy Prediction (비대칭 마진 SVM 최적화 모델을 이용한 기업부실 예측모형의 범주 불균형 문제 해결)

  • Sung Yim Jo;Myoung Jong Kim
    • Information Systems Review
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    • v.24 no.4
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    • pp.23-40
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    • 2022
  • Although Support Vector Machine(SVM) has been used in various fields such as bankruptcy prediction model, the hyperplane learned by SVM in class imbalance problem can be severely skewed toward minority class and has a negative impact on performance because the area of majority class is expanded while the area of minority class is invaded. This study proposed optimized uneven margin SVM(OPT-UMSVM) combining threshold moving or post scaling method with UMSVM to cope with the limitation of the traditional even margin SVM(EMSVM) in class imbalance problem. OPT-UMSVM readjusted the skewed hyperplane to the majority class and had better generation ability than EMSVM improving the sensitivity of minority class and calculating the optimized performance. To validate OPT-UMSVM, 10-fold cross validations were performed on five sub-datasets with different imbalance ratio values. Empirical results showed two main findings. First, UMSVM had a weak effect on improving the performance of EMSVM in balanced datasets, but it greatly outperformed EMSVM in severely imbalanced datasets. Second, compared to EMSVM and conventional UMSVM, OPT-UMSVM had better performance in both balanced and imbalanced datasets and showed a significant difference performance especially in severely imbalanced datasets.

A Design of the Social Disasters Safety Platform based on the Structured and Unstructured Data (정형/비정형 데이터 기반 사회재난 안전 플랫폼 설계)

  • Lee, Chang Yeol;Park, Gil Joo;Kim, Junggon;Kim, Taehwan
    • Journal of the Society of Disaster Information
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    • v.18 no.3
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    • pp.609-621
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    • 2022
  • Purpose: Natural Disaster has well formed framework more than social disaster, because natural disaster is controlled by one department, such as MOIS, but social disaster is distributed. This study is on the design of the integrated service platform for the social diaster data. and then, apply to the local governments. Method: Firstly, we design DB templates for the incident cases considering the incident investigation reports. For the risk management, life-damage oriented social disaster risk assessment is defined. In case of the real-time incident data from NDMS, AI system provides the prediction information in the life damage and the cause of the incident. Result: We design the structured and unstructured incident data management system, and design the integrated social disaster and safety incident management system. Conclusion: The integrated social disaster and safety incident management system may be used in the local governments

A Study on the Efficient Information Security Methodology under a Korea War-Game Exercise System (워게임 연습체계에서의 효율적 정보보호 방안 연구)

  • 이강택;이동희;김귀남
    • Proceedings of the Korea Information Assurance Society Conference
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    • 2004.05a
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    • pp.219-225
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    • 2004
  • There is increasing tension in the Korean Peninsula from the US' putting the NK's nuclear issue along the line of war in Iraq. However, there is worsening in ROK's field exercise condition from decresing defense financial supports, being difficlut to obtain enough space for volumable exercises, and securities and circumstances issues. With acknowleging those problems, CPX(Command Post Exercise), namely war game exercise which is more economical and scientific exercise has earned its attention as the best alternative measure of field exercise war game exercise has already been applyied to independent, joint, and combined exercises. However, the current war game system contains lots of problems in terms of security. Defense network uses dedicated line isolated with internet and secure data through network level encoding. It is vulerable to get attack during war game exercise or from credited network. System security is also subject to reinforced. This research is performed focusing on network and system level securities, and through it, the author will show the effective and optimized security solution for war game system.

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A Study on the Instructional Contents and Strategies for School Library Media Specialist Education (사서교사 양성을 위한 문헌정보학 교과목의 내용과 교육의 전략적 강조점에 관한 연구)

  • Kim, Jong-Sung
    • Journal of the Korean BIBLIA Society for library and Information Science
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    • v.17 no.1
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    • pp.135-159
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    • 2006
  • The purpose of this paper is to study the instructional contents and strategies for school library media specialist education in Korean Library and Information Science. The writer insist several aspects of instructional contents should be emphasized for relevant school library media specialist education. Instructional contents for philosophical and conceptual aspect of school library and media specialist, knowledge and experience for literature for children and young adult, and knowledge and technique for teaching and instruction at field are those. And the writer suggests LIS education for media specialist should be able to let the students stand on the strong professional sprit, help adapt themselves to school practice, and make them a professor of literature.

Automatic Test Report Recording Program Design and Implementation for Integration Test (통합시험을 위한 자동 시험일지 작성프로그램 설계 및 구현)

  • Jeong, Younghwan;Song, Kyoungrok;Lee, Wonsik;Wi, Sounghyouk
    • KIISE Transactions on Computing Practices
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    • v.24 no.1
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    • pp.33-39
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    • 2018
  • For the integration test in the current field of defense simulation, each actual equipment and simulator's logging information is automated. Although the event of the integrated test system is written in the test log, it is not automated, and relies on the operator's handwriting or file creation, resulting in ineffective aspects such as low-quality record content and repetition of the same content. In this study, we propose the automatic test report recording program that solves these problems. Automatic test report recording program uses framework-based technology to receive information from the test control computer and user to record a log of the test log. Automatic test report recording program allows the user to record the repeated test content in a stable manner. Additionally, even if the number of test operators is limited, the efficiency is improved so that we can fucus on the integration test.

A Study on Enhancing Security Management of IT Outsourcing for Information System Establishment and Operation (정보시스템 구축·운영을 위한 IT 외주용역기반 보안관리 강화에 관한 연구)

  • Lee, Eun-Sub;Kim, Sin-Ryeong;Kim, Young-Kon
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.17 no.4
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    • pp.27-34
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    • 2017
  • In recent years, major security data such as research data and confidential documents have been leaked to the outside due to the carelessness of the companies and research institutes performing IT related services such as information technology projects and research and development of financial institutions, companies and public institutions is. Leakage cases are caused by leakage of personal information due to lack of security management of information system maintenance companies, such as unauthorized leakage or storage of related materials in outsourcing service process. In this paper, we analyzed the types and management status of service business through the environmental survey of corporate informatization business and analyzed the problems in development and maintenance using external service companies. Furthermore, in this paper, we provide an information system service that focuses on the business activities based on the items considered, and at the same time, it provides the informatization service for companies that can prevent infiltration of viruses and hacking from the outside. This paper presents a methodology for enhancing security for the system construction.

Collection and Utilization of the Construction Productivity Data and the Influence Factors Using Information Technology (IT 기술 기반의 건설 생산성 정보 및 영향요인의 수집 및 활용)

  • Lee, Hyun-Jung;Oh, Se-Wook;Kim, Young-Suk;Kim, Yae-Sang;Kim, Sang-Bun
    • Proceedings of the Korean Institute Of Construction Engineering and Management
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    • 2006.11a
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    • pp.548-553
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    • 2006
  • Activity-based productivity data can be used as an significant reference in many areas of project management such as performance evaluation and project planning. However, the existence of various factors influencing construction productivity makes it difficult to collect and analyze the productivity data. In the most of the domestic construction sites, there is no systematic method to collect and analyze the productivity data along with information on influencing factors; it is common to heavily rely on experience and intuition of field managers when dealing with construction productivity data. Therefore it is necessary to develop a management system for collecting and utilizing the productivity data as well as the factors influencing construction productivity. The main objective of this research is to define the construction productivity and its influencing factors at the activity level. In addition, methodologies on how to analyze the productivity data and to estimate productivity of future projects are proposed.

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A Study on the Utility of Library Catalogs in the Digital Environments (디지털 환경에서 도서관목록의 유용성)

  • Rho, Jee-Hyun
    • Journal of Information Management
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    • v.34 no.3
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    • pp.41-67
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    • 2003
  • With the rapid and broad changes of information ecology human information activity is moving toward a new pattern-networking. Various types of information networks are being constructed over the world, and through the networks various forms and contents of information are being flowed or transferred. Under these circumstances a serious question could arise regarding whether the present cataloging principles and practices are right and appropriate for the so-called 'digital network generation of library users'. This study was developed to explore this question. Especially, this study conducted an analysis on the utility of library catalog with an emphasis on the perspectives of library users. As a result, it turned out that the quality of library catalogs produced by Korean universities was in a very low standard. The degree of satisfaction on the quality was very low, particularly among library users. In conclusion, this study made several suggestions on the cataloging policy and practices: both at the national level and the unit library level.