• Title/Summary/Keyword: F-Measure

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A Splog Detection System Using Support Vector Machines and $x^2$ Statistics (지지벡터기계와 카이제곱 통계량을 이용한 스팸 블로그(Splog) 판별 시스템)

  • Lee, Song-Wook
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2010.05a
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    • pp.905-908
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    • 2010
  • Our purpose is to develope the system which detects splogs automatically among blogs on Web environment. After removing HTML of blogs, they are tagged by part of speech(POS) tagger. Words and their POS tags information is used as a feature type. Among features, we select useful features with $x^2$ statistics and train the SVM with the selected features. Our system acquired 90.5% of F1 measure with SPLOG data set.

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A Study of Core Factor for Define of Six Sigma Process (6시그마 정의(Define) 단계의 핵심요인에 대한 실증적 연구 - F사의 사례를 중심으로 -)

  • Choi, Moo-Ho;Lee, Kang-Koon;Ree, Sang-Bok
    • Proceedings of the Korean Society for Quality Management Conference
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    • 2006.04a
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    • pp.444-449
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    • 2006
  • 6시그마 프로세스는 정의(Define), 측정(Measure), 분석(Analyze), 개선(Improve), 관리(Control)라는 다섯 스텝을 통하여 문제를 해결하고 성과를 달성한다. 이 다섯 단계 중에서 정의 단계는 프로젝트를 선정하고, 고객을 정의하고 프로젝트의 핵심 요인을 파악하며, 팀을 구성하고, 일정을 수립하는 일련의 과정으로서, 6시그마 활동전체의 방향을 제시하는 동시에, 이 활동이 그 조직에 얼마나 효과성이 결정되는 단계로서 6시그마 전 활동을 통하여 가장 중요한 단계라 할 수 있다. 6시그마 활동 중 정의 단계의 4 Step인 Project의 선정, Project의 정의, CTQ의 도출 및 선정, Project의 실행 계획은 프로젝트의 성공과 실패를 좌우하는 중요한 요인이다. 본 연구는 F사에서 수행했던 프로젝트를 대상으로 정의 단계의 각 Step마다 적정한 Activity에 따라 수행되었는가를 분석하여 F사의 6시그마 활동의 문제점을 조사하여 향후 6시그마 활동의 방향을 제시하려한다.

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A Development of Heuristic Algorithms for the n/m/D/F/Fmax Scheduling Problem (n/m/D/F/Fmax 스케쥴링 문제의 휴리스틱 알고리듬 (II))

  • 최성운;노인규
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.12 no.19
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    • pp.39-47
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    • 1989
  • This paper considers a multi-stage flowshop scheduling Problem where the setup times of jots depend on immediately preceding jobs. Three heuristics algorithms, CAMPBELL, PEIDAN and CAMRING are proposed. The performance measure is a minimization of makespan. The parameters of simulation model are PS(ratio of the processing times to setup times), M(number of machines), and N(number of job). This simulation model for each algorithm is a 4$\times$3$\times$3 factorial design with 360 observations. The makespan of the proposed heuristic algorithms is compared with the optimal makespan obtained by the complete enumeration of schedules. This yardstick of comparison is defined as a relative error. The mean relative error of CAMPBELL, PEIDAN, and CAMRING algorithms are 4.353%, 7.908%, and 8.578% respectively. The SPSS, is used to analyse emphirical results. The experimental results show that the three factors are statistically significant at 5% level.

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Who's Afraid of Myrtle?: Dionysus Implied in The Great Gatsby (누가 머틀을 두려워하랴? -『위대한 갯츠비』에 함축된 디오니소스)

  • Kim, Bong Eun
    • Journal of English Language & Literature
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    • v.54 no.1
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    • pp.61-76
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    • 2008
  • F. Scott Fitzgerald's The Great Gatsby has been interpreted to be saturated with the lamentation over the distortion and evaporation of the American dream. The application of Friedrich Nietzsche's mythic concept of Dionysus, discussed in The Birth of Tragedy, surfaces a fresh layer of the novel, subverting the established pessimistic reading. To focus on a peripheral character, Myrtle Wilson, through Nietzsche's theory brings forth an optimistic vision of the author. A Dionysian ecstasy so powerfully overwhelms Myrtle that she perceives Tom, the very picture of corruption and crime in Fitzgerald's text, as a benefic liberator. Her impassioned perception of Tom enables her to soar over both legal or moral censorship and her realistic confinement. Myrtle's amoral passion endows her with the vital desire to live. Her Dionysian dynamo embodies the core of new version of the American dream Fitzgerald suggests as a measure to reanimate the lost generation of his nation.

Validation of an Instrument to Measure Exercise of Self-Care Agency and its Predictors (자가간호역량의 행사 측정도구의 타당성 및 예측요인 조사)

  • 소향숙;이은숙
    • Journal of Korean Academy of Nursing
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    • v.19 no.3
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    • pp.273-284
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    • 1989
  • The aim of this investigation was to delineate concepts contributing to the Exercise of Self-Care Agency (E.S.C.A.) Scale developed by Kearney & Fleischer (1979) and to test its construct validity and its predictors. The results are summarized as follows ; 1. By means of principal factor analysis and maximal likelihood factor analysis upon data generated from 280 undergraduate students, the factors of Concern about Health Knowledge, self-Concept, Information - Seeking Behavior, Decision -making and Responsibility, Self-esteem, and Passivity emerged. The total percent of variance explained by the 6 factors was 75.1% 2. To assess factor independence and instrument homogeneity, correlations among the 6 factors were computed. The correlations ranged from .24 to .46 indicating that the factors and the items were not too similar or redundant. 3. Test-retest reliability of the total scale is r=.70. Cronbach's $\alpha$ coefficient for internal consistency of the total scale is .86 and that of the factors ranged from .750 to .661 (only factor 6 .497). 4. In additional analysis of the Exercise of Self-Care Agency Scale in relationship to Multiple Health Locus of Control, Family Environmental Scale, and Cornell Medical Index using stepwise multiple regression, the Internal Health Locus of Control Score predicted 21.8%(F=53.34, p=.0001), Family Environmental Score 8.3%(F=22.59, P=.0001), Modified Cornell Medical Index Score 5.4%(F=15.74, P=.0001) of the score of the E.S.C.A.

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Effects on Stress, Problem Solving Ability and Quality of Life of as a Stress Management Program for Hospitalized Schizophrenic Patients: Based on the Stress, Appraisal-Coping Model of Lazarus & Folkman (Lazarus와 Folkman의 스트레스 평가-대처 모델에 근거한 입원 스트레스 관리 프로그램이 조현병 환자의 스트레스, 문제해결능력 및 삶의 질에 미치는 영향)

  • Park, Sun Ah;Sung, Kyung Mi
    • Journal of Korean Academy of Nursing
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    • v.46 no.4
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    • pp.583-597
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    • 2016
  • Purpose: The study was done to evaluate the effects a Stress Management Program (SMP) on stress, problem solving skills, and quality of life for hospitalized patients with Schizophrenia. Methods: A mixed method design was used: a combination of a repeated-measure design with a non-equivalent control group and qualitative data collection. The participants were 40 patients with schizophrenia admitted in three psychiatric hospitals. The experimental group (n=20) received the SMP twice a week for a total of 8 weeks. Results: Study results revealed that the SMP was effective for stress (F=321.02, p<.001), problem solving ability (F=246.28, p<.001), and quality of life (F=63.35, p<.001) for hospitalized persons with schizophrenia. Conclusion: The results suggest that a SMP can be an effective strategy to reduce patients' hospitalization stress, and improve problem solving skills and quality of life. Therefore, it is recommended that mental health nurses use this stress management program in clinical practice to assist adaptation to hospitalization for persons with schizophrenia.

A/F Control of an MPI Engine on Transient Conditions with an Intergration type Ultrasonic Flow Meter (적분형 초음파 유량계를 이용한 MPI 엔진의 비정상상태 공연비 제어)

  • 김중일;장준석;고상근
    • Transactions of the Korean Society of Automotive Engineers
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    • v.7 no.9
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    • pp.36-47
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    • 1999
  • Three-way catalyst converter, cleaning up the exhaust gas contamination of SI engine, has the best efficiency when A/F ratio is near the stoichiometry . The feedback control using oxygen sensors in the exhaust manifold has limits caused by the system delays. So the accurate measurement of air flow rate to an engine is essential to control the fuel injection rate especially on transient condition like the rapid throttle opening and closing. To measure the rapid change of flow rates. the air flow meter for the engine requires quick response, flow reversal detection, and linearity . Tjhe proposed integration type air flow meter (IFM), composed of an ultrasonic flow meter with an integration circuit, has significantly improved the measurement accuracy of air mass inducted through the throttle body. The proposed control method estimated the air mass at the cylinder port using the measured air mass at the throttle . For the fuel dynamic model, the two constant fuel model is introduced . The control parameters from air and fuel dynamics are tuned to minimize the excursion of the air fuel ratio. As a result A/F ratio excursion can be reduced within 5% when throttle rapidly opens and closes at the various engine conditions.

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An Experimental Study on the Vibrational Characteristics of the Rotor Blade with Fiber Reinforced Plastics (복합재료 FRP로 제작된 Rotor Blade 진동특성 분석에 관한 실험적 연구)

  • Son, C.Y.;Byun, H.I.;Paik, J.S.;Shin, J.Y.;Lee, J.T.
    • Proceedings of the Korean Society for Noise and Vibration Engineering Conference
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    • 2005.05a
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    • pp.846-851
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    • 2005
  • The purpose of this paper is that investigates the dynamic behavior characteristic of W.T.S(Wind turbine System) and carries out the evaluation analysis during operating W.T.S. To investigate the dynamic behavior characteristic of W.T.S, the experiments to measure vibration of the blade from the attached accelerometer on the flap and edge section of the blade that is one of the most important elements of dynamic characteristic of W.T.S are performed. Natural frequency and mode shape are calculated with commercial program (ANSYS) using the measured vibration acceleration that receives the signal with F.F.T Analyzer from the accelerometer. For validation of these experiments, the finite element analysis is performed with commercial F.E.M program (ANSYS) on the basis of the natural frequency and mode shape. The results indicate that experimental values have good agreements with the finite element analysis.

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A Study on the Color Temperature and the Color Rendering Variations of Light Sources (광원의 색온도 및 연색성 변화에 관한연구)

  • Kim, Hoon;Han, Jong-Seong
    • The Proceedings of the Korean Institute of Illuminating and Electrical Installation Engineers
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    • v.5 no.2
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    • pp.49-57
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    • 1991
  • A simple system to measure the correlated color temperature ($T_c$) and color rendering index ($R_a$) oflight sources was developed. And the T, and R, of incandescent lamps (I/L) and various fluorescent lamps(F/L) were measured with varying source voltage and power frequency. As results, $T_c$ variations of I/L and F/L with varying source voltage were relatively large, but $R_a$, variations were small. And $T_c$, $R_a$, variations of F/L under 5OkHz of power frequency were small, but over 50kHz, it is supposed that $T_c$, and $R_a$, will vary significantly.

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WEAKLY DENSE IDEALS IN PRIVALOV SPACES OF HOLOMORPHIC FUNCTIONS

  • Mestrovic, Romeo;Pavicevic, Zarko
    • Journal of the Korean Mathematical Society
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    • v.48 no.2
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    • pp.397-420
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    • 2011
  • In this paper we study the structure of closed weakly dense ideals in Privalov spaces $N^p$ (1 < p < $\infty$) of holomorphic functions on the disk $\mathbb{D}$ : |z| < 1. The space $N^p$ with the topology given by Stoll's metric [21] becomes an F-algebra. N. Mochizuki [16] proved that a closed ideal in $N^p$ is a principal ideal generated by an inner function. Consequently, a closed subspace E of $N^p$ is invariant under multiplication by z if and only if it has the form $IN^p$ for some inner function I. We prove that if $\cal{M}$ is a closed ideal in $N^p$ that is dense in the weak topology of $N^p$, then $\cal{M}$ is generated by a singular inner function. On the other hand, if $S_{\mu}$ is a singular inner function whose associated singular measure $\mu$ has the modulus of continuity $O(t^{(p-1)/p})$, then we prove that the ideal $S_{\mu}N^p$ is weakly dense in $N^p$. Consequently, for such singular inner function $S_{\mu}$, the quotient space $N^p/S_{\mu}N^p$ is an F-space with trivial dual, and hence $N^p$ does not have the separation property.