• 제목/요약/키워드: data and chance

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A study and perceptions of domestic construction companies about the government procurement agreement on the US & Korea FTA (한.미 FTA 정부조달 협정에 대한 국내 건설업체의 인식에 관한 연구)

  • Sung, Joo-Ho;Lee, Jin-Kuk;Kang, Jung-Chul
    • Journal of the Korean Data and Information Science Society
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    • v.20 no.6
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    • pp.1029-1048
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    • 2009
  • The purpose of this study is to diagnose the level of perception of domestic construction companies about the US & Korea FTA completed in 2007. According to the survey results, the more innovative the construction company is and the stronger ownership the construction company has, the more actively preparing for FTA. Altogether, our construction companies have well recognised the inevitable impacts on the domestic construction industry. On the other hand, most of them are more or less negative about whether or not the FTA gives us a good chance to switch from domestic companies into global companies.

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A Study on the Factors Affecting Smoking Cessation Behavior of University Student Smokers (일 지역 금연희망 대학생의 금연행위 관련 요인 연구)

  • Park, Young-Im
    • The Journal of Korean Academic Society of Nursing Education
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    • v.10 no.2
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    • pp.229-238
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    • 2004
  • This study was conducted to identify the factors affecting smoking cessation behavior of the university student smokers for developing the effective smoking cessation program. For this purpose, data were collected from 64 students registrated at the university health center for anti-smoking acupuncture through May, 2003. Data were analyzed with percentile, mean, t-test, ANOVA, pearson correlation by SPSS/PC program. The results were as follows ; There was significant relationship in the scores on perceived benefits(t=-2.05, p=.045), chance-health locus of control(t=-2.28, p=.026) and nicotine dependence (t=-1.96, p=.056) according to the grade. And also there was significant increase in the nicotine dependence in the higher grades. There were significant positive relationship between external locus of control and perceived benefits(r=.389, p=.001), perceived barriers and benefits(r=.457, p=.000), and significant negative relationship between the daily life activities and perceived barriers(r=-.350, p=.005). From these results, it can be concluded that the effective smoking cessation program could be considered of perceived benefits & barriers, and nicotine dependence to promote anti-smoking behavior for university student smokers.

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Nursing Students' Image of Nurse and Satisfaction with Clinical Practice (간호학생의 간호이미지와 임상실습만족도)

  • Lee, Soon-Hee;Kim, Sook-Young;Kim, Jung-A
    • Journal of Korean Academy of Nursing Administration
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    • v.10 no.2
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    • pp.219-231
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    • 2004
  • Purpose: This study was designed to identify the relationship between image of nursing and satisfaction with clinical practice of nursing students Method: A descriptive research design that examined relationship between image of nurse and satisfaction with clinical practice of nursing students was used for this study, All 350 subjects were obtained by convenience sampling from three nursing diploma programs. The data were collected using an self-reporting questionnaire from May 1st to 31st, 2003. Collected data were analysed on SPSS Win 11.0. Result: There is a significant relationship between image of nurse and satisfaction with clinical practice of nursing student. Classical image of nurse, older age, and satisfaction with nursing of nursing students were identified as the factors that influence significantly on their satisfaction with clinical practice. Conclusions: Nursing student is given a chance to prepare themselves be a nurse through well-structured clinical nursing practice. Therefore, it's important to enhance nursing students' image of nurse and satisfaction with nursing in order to enhance their satisfaction with clinical practice.

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Design and Implementation of an Agent-Based System for Luring Hackers (에이전트 기반의 공격 정보 수집 시스템 설계 및 구현)

  • Kim, Ik-Su;Kim, Myung-Ho
    • Journal of the Korea Institute of Information Security & Cryptology
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    • v.17 no.5
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    • pp.117-130
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    • 2007
  • A honeypot is a security resource whose value lies in being attack. It collects data regarding the attack strategies and tools of hackers. However, the honeypot is normally located at a single point, and the possibility is small that a hacker will attack it. Unused ports-based decoy systems which gather data about hackers activities have been developed to complement honeypots. However, the systems have some problems to be deployed in actual environment. In this paper, we propose an agent-based system which enhances shortcomings of the unused ports-based decoy systems. It makes honeypot gather more information regarding hacker activities and protects clients from attacks. Moreover, the proposed system can increase the chance of tracking hackers activities without wasting additional IP addresses and computer hardwares.

A Study on Intelligent Technique for Correlation Application of Overcurrent and Leakage Current Signals in the Indoor Wiring (옥내배선에서 과전류와 누전 신호의 상관관계 적용을 위한 지능형 기법 연구)

  • Kim, Doo-Hyun;Kim, Eun-Jin;Kim, Sung-Chul
    • Journal of the Korean Society of Safety
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    • v.30 no.4
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    • pp.14-19
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    • 2015
  • The purpose of this paper is to study the correlation application that electrical fire causes occurs for overcurrent and leakage current signals in the indoor wiring. In the order to purpose, the causes data of overcurrent, or leakage current of electrical fire are drawn out referring to past studies, consulting with experts and experimental data. The correlation application was then applied with fuzzy logic of intelligent technique. To check the reliability and performance of the correlation application, modified center of area(CoA) was adopted to calculate the possibility that electrical fire occurs, whose value was then compared to the results. The chance of electrical fire calculated is higher when two causes of fire are put into the CoA of the correlation application of this paper than that of when each cause is separately put into the CoA. The correlation application developed in this study enables better analysis on possible electrical fire due to overcurrent, or leakage current and provides managers with the possibility of electrical fire so that they can better manage at a time of overcurrent, or leakage current.

Tree-based Approach to Predict Hospital Acquired Pressure Injury

  • Hyun, Sookyung;Moffatt-Bruce, Susan;Newton, Cheryl;Hixon, Brenda;Kaewprag, Pacharmon
    • International Journal of Advanced Culture Technology
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    • v.7 no.1
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    • pp.8-13
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    • 2019
  • Despite technical advances in healthcare, the rates of hospital-acquired pressure injury (HAPI) are still high although many are potentially preventable. The purpose of this study was to determine whether tree-based prediction modeling is suitable for assessing the risk of HAPI in ICU patients. Retrospective cohort study has been carried out. A decision tree model was constructed with Age, Weight, eTube, diabetes, Braden score, Isolation, and Number of comorbid conditions as decision nodes. We used RStudio for model training and testing. Correct prediction rate of the final prediction model was 92.4 and the Area Under the ROC curve (AUC) was 0.699, which means there is about 70% chance that the model is able to distinguish between HAPI and non-HAPI. The results of this study has limited generalizability as the data were from a single academic institution. Our research finding shows that the data-driven tree-based prediction modeling may potentially support ICU sensitive risk assessment for HAPI prevention.

The Behavior of TCP over ATM with limited bandwidth (대역폭의 제한을 받는 TCP over ATM의 특성)

  • Lee, Jin-Woo;Park, Ki-Tae;Kim, Jin-Tae;Kim, Hyung-Lae;Park, In-Kap
    • Journal of IKEEE
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    • v.1 no.1 s.1
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    • pp.176-184
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    • 1997
  • The Asynchronous Transfer Mode(ATM) networks are being adopted as backbones over various parts of Internet. Also, TCP is one of the most widespread transport protocols, nowdays. It can be used with ATM. But, TCP shows poor end-to-end performance on ATM networks. Effective throughput of TCP over ATM can be quite low when cells are dropped at the congested ATM switch. The low throughput is due to wasted bandwidth as congested link transmits cells from corrupted packets. This paper examines the behavior of TCP over ATM with limited bandwidth in a broadband environment. As multiple VBR sources occupies most of the available bandwidth, there has been a starvation effect, so TCP sources couldn't get the chance of transmitting data. Also, throughput is proportional to the amount of buffer.

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A Study on the Application of World Wide Web(WWW) Image Files to Visual Material in Lecture -In Case of Landscape Aesthetics- (WWW 이미지 자료의 시청각교재 활용방안에 관한 연구 -조경미학 관련논제를 중심으로-)

  • 정기호
    • Journal of the Korean Institute of Landscape Architecture
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    • v.27 no.2
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    • pp.108-118
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    • 1999
  • This study aims to apply World Wide Web(WWW) image files to visual material in lectures. Especially handles "Aesthetics of Landscape Architecture." Visual Materials of 800 web sites were searched and analyzed. It is found that web search needs a subject oriented web guide. It says now a need of application web material to lectures. Matching the web images with the subjects of lecture, above all, is the main approach of this study. Thus, a list up method is supposed, series of web image data to be inclusive in two tables. The data distribute on sub-subject, and applicant as materials in picturing objects of slide show, web guide, and single image. Two cases of lecture subjects were chosen in this study. A case that needs various visual materials and other case of advanced materials that needs a special web guide. Chance of results of this study is not yet fully clear in real lecture. It is sure, as an article of cyber lecture that provided result of increasingly participant's interest. By this study, it will be possible a fully made lecture material by further study.her study.

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A Comprehensive Framework for Estimating Pedestrian OD Matrix Using Spatial Information and Integrated Smart Card Data (공간정보와 통합 스마트카드 자료를 활용한 도시철도 역사 보행 기종점 분석 기법 개발)

  • JEONG, Eunbi;YOU, Soyoung Iris;LEE, Jun;KIM, Kyoungtae
    • Journal of Korean Society of Transportation
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    • v.35 no.5
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    • pp.409-422
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    • 2017
  • TOD (Transit-Oriented Development) is one of the urban structure concentrated on the multifunctional space/district with public transportation system, which is introduced for maintaining sustainable future cities. With such trends, the project of building complex transferring centers located at a urban railway station has widely been spreaded and a comprehensive and systematic analytical framework is required to clarify and readily understand the complicated procedure of estimation with the large scale of the project. By doing so, this study is to develop a comprehensive analytical framework for estimating a pedestrian OD matrix using a spatial information and an integrated smart card data, which is so called a data depository and it has been applied to the Samseong station for the model validation. The proposed analytical framework contributes on providing a chance to possibly extend with digitalized and automated data collection technologies and a BigData mining methods.

A STUDY ON CONSTRAINED EGO METHOD FOR NOISY CFD DATA (Noisy 한 CFD 결과에 대한 구속조건을 고려한 EGO 방법 연구)

  • Bae, H.G.;Kwon, J.H.
    • Journal of computational fluids engineering
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    • v.17 no.4
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    • pp.32-40
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    • 2012
  • Efficient Global Optimization (EGO) method is a global optimization technique which can select the next sample point automatically by infill sampling criteria (ISC) and search for the global minimum with less samples than what the conventional global optimization method needs. ISC function consists of the predictor and mean square error (MSE) provided from the kriging model which is a stochastic metamodel. Also the constrained EGO method can minimize the objective function dealing with the constraints under EGO concept. In this study the constrained EGO method applied to the RAE2822 airfoil shape design formulated with the constraint. But the noisy CFD data caused the kriging model to fail to depict the true function. The distorted kriging model would make the EGO deviate from the correct search. This distortion of kriging model can be handled with the interpolation(p=free) kriging model. With the interpolation(p=free) kriging model, however, the search of EGO solution was stalled in the narrow feasible region without the chance to update the objective and constraint functions. Then the accuracy of EGO solution was not good enough. So the three-step search method was proposed to obtain the accurate global minimum as well as prevent from the distortion of kriging model for the noisy constrained CFD problem.