• Title/Summary/Keyword: Support Decision Making

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The Impacts of Information Technology on Job Satisfaction among Academic Librarians in Korea (대학도서관의 정보기술 도입이 사서의 직무만족에 미치는 영향)

  • 송승섭
    • Journal of the Korean Society for information Management
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    • v.17 no.3
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    • pp.125-146
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    • 2000
  • This study is to maximize the efficiency of university libraries' human resources management by determining the followings : the relationship between the level of information technology(1T) implement and the job satisfaction of the librarians, the main factors that affect job satisfaction, and how organizational characteristics and individual characteristics affect job satisfaction. Questionnaire was sent to 485 librarians from 27 universities chosen by stratified sampling and the methods of ANOVA, T-test, and correlation analysis were used. The results of the analysis are as follows. 1) there is a significant difference in the level of job satisfaction and the motivation factor according to the level of implementation of IT. 2) There is a relatively high correlation among the participation in decision making, the leadership in implementing the IT, the IT support of the CEO and job satisfaction. 3) There is a significant difference in job satisfaction by the level of computer skills, and a relatively high correlation is shown in the training experience while implementing the IT and job satisfaction.

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A Study on the Prediction of Fuel Consumption of a Ship Using the Principal Component Analysis (주성분 분석기법을 이용한 선박의 연료소비 예측에 관한 연구)

  • Kim, Young-Rong;Kim, Gujong;Park, Jun-Bum
    • Journal of Navigation and Port Research
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    • v.43 no.6
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    • pp.335-343
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    • 2019
  • As the regulations of ship exhaust gas have been strengthened recently, many measures are under consideration to reduce fuel consumption. Among them, research has been performed actively to develop a machine-learning model that predicts fuel consumption by using data collected from ships. However, many studies have not considered the methodology of the main parameter selection for the model or the processing of the collected data sufficiently, and the reckless use of data may cause problems such as multicollinearity between variables. In this study, we propose a method to predict the fuel consumption of the ship by using the principal component analysis to solve these problems. The principal component analysis was performed on the operational data of the 13K TEU container ship and the fuel consumption prediction model was implemented by regression analysis with extracted components. As the R-squared value of the model for the test data was 82.99%, this model would be expected to support the decision-making of operators in the voyage planning and contribute to the monitoring of energy-efficient operation of ships during voyages.

Cyber Security Management of Small and Medium-sized Enterprises with Consideration of Business Management Environment (중소기업의 기업경영 환경을 고려한 사이버 보안 관리)

  • Chun, Yong-Tae
    • Korean Security Journal
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    • no.59
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    • pp.9-35
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    • 2019
  • Until now, a lot of research on cyber security have been tried, but there have been few studies on overall relationships, including internal factors and external factors. Therefore, this study examined cyber security management considering not only internal elements of SMEs but also corporate management environment. The first qualitative analysis and the second quantitative analysis were conducted through mixed method research. Qualitative analysis was conducted through a semi-structured interview method, and three themes were found: insufficient cyber security management system, internal noncooperation for cyber security, and problems derived from decision-making system. In the quantitative analysis, multiple regression analysis was conducted on the data obtained through the questionnaire. The perception of cyber threats and internal support among independent variables positively influenced the cyber security management system or the dependent variable. Through this study, internal variables had a causal impact on the cyber security management system rather than external environment variables. This implies that the variables related to the organizational culture such as employees' perception are important. These results are expected to provide practical significance for enhancing the cyber security management system in SMEs.

A SD approach to the ecosystems of Korean venture business

  • Lee, Myoung-Ho;Hoon Huh
    • Proceedings of the Korea Society for Simulation Conference
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    • 2001.10a
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    • pp.50-59
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    • 2001
  • Since 1998, government-led Korean venture business boom now proceeds into the stage of market-oriented venture business growth. At such a moment, this research is to clarify the relations between the Critical Success Factors of Korean venture businesses, based on domestic and foreign literature surveys and inquiry surveys over domestic venture capitalists. This research starts from the necessity to overcome the limits of the existing researches by uni-dimensional Korean venture businesses and to manifest the multi-dimensional relations between the success factors from the various viewpoints. And this research adopts System-Dynamics methodology to manifest and utilize relations among those factors, avoiding the existing metrical approaches. This research can be called a new approach to the current ecosystems of Korean venture in which whether venture businesses in Korea succeed is considered to depend on the list on the stock market. For this, this research implemented verification analysis through the simulations of each factor at various levels to build causality map which clarifies the causality of success factors of venture businesses through the System-Dynamics methodology and to utilize it as a way of support to decision-making of venture businesses. This research will be able to suggest the reactions depending on various internal and external situations. This research tried to manifest the causality map of each factor on the basis of inquiry surveys and literature surveys to clarify Feedback among each factor by the SD methodology and simulate it. This research will be a basis to establish the chance to bolster up the still fragile probing research into success factors of substructure of venture businesses through the suggestion of possibility as an efficient analysis framework via the verification of SD methodology and the utilization of results of this research.

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Study of the experimentation methodology for the counter fire operations by using discrete event simulation (이산사건 시뮬레이션을 활용한 대화력전 전투실험 방법론 연구)

  • Kim, Hyungkwon;Kim, Hyokyung;Kim, Youngho
    • Journal of the Korea Society for Simulation
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    • v.25 no.2
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    • pp.41-49
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    • 2016
  • Counter Fire Operations can be characterized as having a system of systems that key features include situational awareness, command and control systems and highly responsive strike achieved by precision weapons. Current modeling methodology cannot provide an appropriate methodology for a system of systems and utilizes modeling and simulation tools to implement analytic options which can be time consuming and expensive. We explain developing methodology and tools for the effectiveness analysis of the counter fire operations under Network Centric Warfare Environment and suggest how to support a efficient decision making with the methodology and tools. Theater Counter Fire Operations tools consist of Enemy block, ISR block, C2 block and Shooter block. For the convenience of using by domain expert or non simulation expert, it is composed of the environments that each parameter and algorithm easily can be altered by user.

Simulation Reconfiguration using Entity Plug-in approach for Weapon System Effectiveness Analysis (무기체계 효과도 분석을 위한 개체 플러그인 방식의 모의 재구성 연구)

  • Kim, Taeyoung
    • Journal of the Korea Society for Simulation
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    • v.27 no.2
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    • pp.49-59
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    • 2018
  • The simulation-based weapon system effectiveness analysis is to support the decision making in the acquisition process of the defense domain. The effectiveness of the weapon system is a complexly influenced indicator from various factors such as environment, doctrine and so on. And the measurement of effectiveness can be defined differently in compliance with major issues in the weapon system. Because of this, the weapon system effectiveness analysis requires the comparative experiment of various alternatives based on the underlying assumption. This paper presents the efficient approach to reconfigure the simulation using the reflection technique. The proposed method contains the recoupling and resetting the simulation entity using DEVS(Discrete EVent System specification) formalism-based dynamic plug-in method. With the proposed method, this paper designs the effectiveness analysis environment that can efficiently handle the various alternatives of the weapon system.

Prioritizing Freeway Segments for Variable Speed Limit (VSL) Operations based on Traffic Safety (교통안전을 고려한 고속도로 가변제한속도 운영구간 우선순위 결정 연구)

  • Choi, Sae-Ro-Na;Lee, Kee-Yong;Oh, Cheol
    • Journal of Korean Society of Transportation
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    • v.30 no.3
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    • pp.57-70
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    • 2012
  • Variable speed limit(VSL) is a useful speed management tool for alleviating traffic congestion and enhancing traffic safety. The purpose of this study is to identify promising freeway segments for safety enhancement through VSL operations. An ordered probit model was adopted to capture factors affecting freeway crash severity that can be used to support decision making for selecting the promising segments. Pseudo elasticity and marginal effects, which are outcomes of the ordered probit analysis, were used to determine priority of promising segments for traffic safety. The results of this study would be useful in installing VSL systems and developing traffic control and operations strategies in practice.

Understanding the Adoption of Telecommunications-Broadcasting Convergence Services : The Case of DMB (통신 방송 융합 서비스 수용에 관한 연구 : DMB를 중심으로)

  • Kim, Eun-Jin;Ahn, Joong-Ho;Park, Chul-Woo
    • The Journal of Society for e-Business Studies
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    • v.12 no.4
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    • pp.53-69
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    • 2007
  • The convergence of telecommunications and broadcasting is representative of many innovative technologies in the digital environment. It has recently been emphasized as an alternative solution to overcome the on-going saturation of the telecommunications and broadcasting markets. Despite this effort, however, growth of the market and its related services cannot reach prior expectations due to lack of understanding on the real user-end. Telecommunications technology used to serve its instrumental purpose and broadcasting services usually support entertainment functions which in themselves have an inherent value. Our research questions what factors influence users' attitude and decision-making when it comes to using telecommunications-broadcasting convergence services. The research model of this paper proposes intrinsic motivator focusing on hedonic value, extrinsic motivator having utilitarian values, and perceived control as internal and external conditions. To verify our model empirically, we selected the DMB technology which is a good example of distinctive telecommunications-broadcasting convergence service.

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Analysis and Proposal of "Do Not Track" Regulations for Online Behavioral Advertising (온라인 행동기반 맞춤형 광고를 위한 온라인 추적 금지 제도 분석 및 제안)

  • Choi, Jinju;Lee, Chunghun;Kim, Beomsoo
    • The Journal of Society for e-Business Studies
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    • v.17 no.4
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    • pp.155-174
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    • 2012
  • As Online Behavioral Advertising is dramatically growing with usefulness of information and user convenience in recent years, there are privacy issues caused by collecting user's behavioral information without their consent. To tackle the problem, the need of Do Not Track regulations is getting much higher. In Korea, however, it has never existed. So, this study is examining the case of the major countries have been enforcing the law and regulations of DNT. After that, it is classified with four domain (law/regulation, corporation, individual, society) to include all stakeholders of OBA. Furthermore, this study may have academic significance by suggesting DNT framework through analysis of them. Providing DNT mechanism consisted of three type (behavioral information, control, DNT system), it can be useful guidelines for companies to support decision making as introduced DNT. As analyzed between DNT and stakeholders based on the study of OBA market, it will be useful basic material of OBA study later.

The Role of the Medical Person in the Drama (드라마 <태양의 후예>를 통해 본 의료인의 역할)

  • Kim, Doo Ree;Kim, Kwang-Hwan
    • Journal of Digital Convergence
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    • v.15 no.6
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    • pp.345-352
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    • 2017
  • The purpose of this study is to examine the role of medical practitioner in the medical field during the drama 'Descendants of the Sun'. The research design is a qualitative research to analyze the role of medical staff in medical field through drama. To collect this study data, we selected the communication scenes in the medical field in the 'Dawn of the Sun'. The collected data were analyzed by content analysis method. The study results are classified into four categories; 'decision making in emergency situations', 'cooperation among medical teams', 'support for patients', 'responsibility as a medical person / ethical dilemma'. This study has limitations in analyzing the role of medical staff by analyzing a drama. However, it is meaningful that the drama explored the role of the medical staff from the third party 's standpoint.