• 제목/요약/키워드: F-Measure

검색결과 1,394건 처리시간 0.033초

의견 어구 추출을 위한 생성 모델과 분류 모델을 결합한 부분 지도 학습 방법 (Semi-Supervised Learning for Sentiment Phrase Extraction by Combining Generative Model and Discriminative Model)

  • 남상협;나승훈;이예하;이용훈;김준기;이종혁
    • 한국정보과학회:학술대회논문집
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    • 한국정보과학회 2008년도 한국컴퓨터종합학술대회논문집 Vol.35 No.1 (C)
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    • pp.268-273
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    • 2008
  • 의견(Opinion) 분석은 도전적인 분야로 언어 자원 구축, 문서의 Sentiment 분류, 문장 내의 의견 어구 추출 등의 다양한 문제를 다룬다. 이 중 의견 어구 추출문제는 단순히 문장이나 문서 단위로 분류하는 수준을 뛰어 넘는 문장 내 의견 어구를 추출하는 문제로 최근 많은 관심을 받고 있는 연구 주제이다. 그러나 의견 어구 추출에 대한 기존 연구는 문장 내 의견 어구부분이 태깅(tagging)된 학습 데이터와 의견 어휘 자원을 이용한 지도(Supervised)학습을 이용한 접근이 대부분으로 실제 적용 상의 한계를 갖는다. 본 논문은 문장 내 의견 어구 부분이 태깅된 학습 데이터와 의견 어휘 자원이 없는 환경에서도 문장단위의 극성 정보를 이용하여 의견 어구를 추출하는 부분 지도(Semi-Supervised)학습 장법을 제안한다. 본 논문의 방법은 Baseline에 비하여 정확률(Precision)은 33%, F-Measure는 14% 가량 높은 성능을 냈다.

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농업인의 휴식대사량 측정 및 휴식대사량 예측공식의 정확도 평가 (The Measurements of the Resting Metabolic Rate (RMR) and the Accuracy of RMR Predictive Equations for Korean Farmers)

  • 손희령;연서은;최정숙;김은경
    • 대한지역사회영양학회지
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    • 제19권6호
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    • pp.568-580
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    • 2014
  • Objectives: The purpose of this study was to measure the resting metabolic rate (RMR) and to assess the accuracy of RMR predictive equations for Korean farmers. Methods: Subjects were 161 healthy Korean farmers (50 males, 111 females) in Gangwon-area. The RMR was measured by indirect calorimetry for 20 minutes following a 12-hour overnight fasting. Selected predictive equations were Harris-Benedict, Mifflin, Liu, KDRI, Cunningham (1980, 1991), Owen-W, F, FAO/WHO/UNU-W, WH, Schofield-W, WH, Henry-W, WH. The accuracy of the equations was evaluated on the basis of bias, RMSPE, accurate prediction and Bland-Altman plot. Further, new RMR predictive equations for the subjects were developed by multiple regression analysis using the variables highly related to RMR. Results: The mean of the measured RMR was 1703 kcal/day in males and 1343 kcal/day in females. The Cunningham (1980) equation was the closest to measured RMR than others in males and in females (males Bias -0.47%, RMSPE 110 kcal/day, accurate prediction 80%, females Bias 1.4%, RMSPE 63 kcal/day, accurate prediction 81%). Body weight, BMI, circumferences of waist and hip, fat mass and FFM were significantly correlated with measured RMR. Thus, derived prediction equation as follow : males RMR = 447.5 + 17.4 Wt, females RMR = 684.5 - 3.5 Ht + 11.8 Wt + 12.4 FFM. Conclusions: This study showed that Cunningham (1980) equation was the most accurate to predict RMR of the subjects. Thus, Cunningham (1980) equation could be used to predict RMR of Korean farmers studied in this study. Future studies including larger subjects should be carried out to develop RMR predictive equations for Korean farmers.

이압요법이 흡연 남자대학생의 흡연량, 흡연욕구, 호기 일산화탄소에 미치는 효과 (Effect of Auricular Acupressure Therapy on Decreasing Smoking rates, Desire for Smoking, and Exhaled Carbon Monoxide in Male College Students)

  • 권오윤;송정희;박경숙
    • 재활간호학회지
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    • 제18권2호
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    • pp.88-97
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    • 2015
  • Purpose: This study was conducted to investigate the effect of auricular acupressure therapy on decreasing smoking rates, desire for smoking, and exhaled carbon monoxide in male college students. Methods: The quasi-experimental, nonequivalent control group pretest-posttest design was used in this study. The participants (n=56) were assigned to the experimental group (n=29) that received auricular acupressure therapy or the control group (n=27) that received placebo therapy. The therapy was applied for 5 days followed by 1 or 2 days of rest. The therapy was repeated 2 times. To identify the effect of the experimental treatments, assessments of smoking rates, desire for smoking and exhaled carbon monoxide were measured. Data were analyzed using $x^2$ test, Fisher's exact test, t-test and Repeated measure ANOVA with the SPSS version 21.0 program. Results: The experimental group showed significantly lower smoking rates (t=6.60, p<.001), desire for smoking (t=3.37, p=.002) and exhaled carbon monoxide levels (t=6.22, p<.001) after application of the therapy. Significant group${\times}$time interaction effect was found in exhaled carbon monoxide levels between the experimental group and the control group (F=8.73, p=.001). Conclusion: Auricular acupressure therapy was considered to likely be useful as a therapeutic intervention for smoking cessation in male young adults.

역해석기법을 이용한 앵커지지 흙막이벽체의 수치해석 (Numerical Analysis of Anchored In-situ wall using Back-Analysis Technique)

  • 우제일;정대석
    • 한국재난정보학회 논문집
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    • 제16권1호
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    • pp.1-9
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    • 2020
  • 연구목적: 본 연구에서는 수치해석을 통한 역해석기법을 이용 현장변위예측관리기법을 보완하는 안전관리 방안에 대한 연구를 수행하였다. 연구방법: 역해석기법을 이용하여 유한요소해석 기반인 MIDAS GTS/NX 프로그램을 이용 해석을 수행하였다. 붕괴현장의 계측데이터와 변위 경향을 가능한 근접시킨 뒤, 붕괴원인을 추정 후 붕괴방지 공법을 적용하였다. 연구결과: 역해석을 수행하여 얻은 결과물중 하나인 지반정수로 붕괴원인을 추정한 결과 앵커의 자유장 길이 불충분으로 확인 되었고, 붕괴방지 공법으로 앵커의 자유장 길이를 변화시켰으며, 변위가 현저히 감소되는 것을 확인할 수 있었다. 결론: 역해석기법을 현장관리에 참고, 붕괴원인을 추정하고 합리적인 붕괴방지 대책을 제시할 경우 붕괴 사고를 줄이는데 도움이 될 것이다.

소동물용 뇌자도 측정 시스템 개발 (Development of a Magnetoencephalograph System for Small Animals)

  • 김지은;김인선;강찬석;권혁찬;김진목;이용호;김기웅
    • Progress in Superconductivity
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    • 제13권1호
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    • pp.18-23
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    • 2011
  • We developed a four-channel first order gradiometer system to measure magnetoencephalogram for mice. We used double relaxation oscillation SQUID (DROS). The diameter of the pickup coil is 4 mm and the distance between the coils is 5 mm. Coil distance was designed to have good spatial resolution for a small mouse brain. We evaluated the current dipole localization confidence region for a mouse brain, using the spherical conductor model. The white noise of the measurement system was about 30 fT/$Hz^{1/2}$/cm when measured in a magnetically shielded room. We measured magnetic signal from a phantom having the same size of a mouse brain, which was filled with 0.9% saline solution. The results suggest that the developed system has a feasibility to study the functions of brain of small animals.

HSLA-100강 및 HY-100강의 응력제거처리 균열에 관한 연구 (A Study on the Stress Relief Cracking of HSLA-100 and HY-100 steels)

  • 박태원;심인옥;김영우;강정윤
    • Journal of Welding and Joining
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    • 제14권3호
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    • pp.48-57
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    • 1996
  • A study was made to examine the characteristics of base metal and stress relief cracking(SRC) of heat affected zone(HAZ) for HY-100 and Cu-bearing HSLA-100 steels. The Gleeble thermal/mechanical simulator was used to simulate the SRC/HAZ. The details of mechanical properties of base plate and SRC tested specimens were studied by impact test, optical microscopy and scanning electron microscopy. The specimens were aged at $650^{\circ}C$ for HSLA-100 steel and at $660^{\circ}C$ for HY-100 steel and thermal cycled from $1350^{\circ}C$ to $25^{\circ}C$ with a cooling time of $\Delta$t_${800^{circ}C/500^{circ}C}$=21sec. corresponds to the heat input of 30kJ/cm. The thermal cycled specimens were stressed to a predetermined level of 248~600MPa and then reheated to the stress relief temperatures of $570~620^{\circ}C$. The time to failure$(t_f)$ at a given stress level was used as a measure of SRC susceptibility. The strength, elongation and impact toughness of base plate were greater in HSLA-100 steel than in HY-100 steel. The time to failure was decreased with increasing temperature and/or stress. HSLA-100 steel was more susceptible to stress relief cracking than HY-100 steel under same conditions. It is thought to be resulted from the precipitation of $\varepsilon$-Cu phase by dynamic self diffusion of solute atoms. By the precipitation of $\varepsilon$-Cu phase, the differential strengthening of grain interior relative to grain boundary may be greater in the Cu-bearing HSLA-100 steel than in HY-100 steel. Therefore, greater strain concentration at grain boundary of HSLA-100 steel results in the increased SRC susceptibility. The activation energies for SRC of HSLA-100 steel are 103.9kcal/mal for 387MPa and 87.6kcal/mol for 437MPa and that of HY-100 steel is 129.2kcal/mol for 437MPa.

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HSLA-100강 및 HY-100강의 응력제거처리 균열에 관한 연구 (A Study on the Stress Relief Cracking of HSLA-100 and HY-100 Steels)

  • 박태원;심인옥;김영우;강정윤
    • 대한용접접합학회:학술대회논문집
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    • 대한용접접합학회 1996년도 특별강연 및 춘계학술발표 개요집
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    • pp.186-189
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    • 1996
  • A study was made to examine the characteristics of base metal and stress relief cracking(SRC) of heat affected zone(HAZ) for HY-100 and Cu-bearing HSLA-100 steels. The Gleeble thermal/mechanical simulator was used to simulate the SRC/HAZ. The details of mechanical properties of base plate and SRC tested specimens were studied. The specimens were aged at $650^{\circ}C$ for HSLA-100 steel and at 66$0^{\circ}C$ for HY-100 steel and thermal cycled from 135$0^{\circ}C$ In $25^{\circ}C$ with a cooling time of $\Delta$ $t_{800^{\circ}50}$ $0^{\circ}C$/=21sec. corresponds to the heat input of 30kJ/cm. The thermal cycled specimens were stressed to a predetermined level of 248~600MPa and then reheated to the stress relief temperatures of 570~62$0^{\circ}C$. The time to failure( $t_{f}$) at a given stress level was used as a measure of SRC susceptibility. The strength, elongation and impact toughness of base plate were greater in HSLA-100 steel than in HY-100 steel. The time to failure was decreased with increasing temperature and/or stress. HSLA-100 steel was more susceptible to stress relief cracking than HY-100 steel under same conditions. It is thought to be resulted from the precipitation of $\varepsilon$-Cu phase by dynamic self diffusion of solute atoms. Therefore, greater strain concentration at grain boundary of HSLA-100 steel results in the increased SRC susceptibility.y.

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곤륜의 전침 자극이 뇌파에 미치는 영향 (The Effect of Electroacupuncture at the BL60 (Kollyun) on the EEG)

  • 이태영;이광규;장윤성;육상원;이창현;이상룡
    • Korean Journal of Acupuncture
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    • 제20권2호
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    • pp.31-46
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    • 2003
  • Objectives : The aim of this study was to examine the effects of electroacupuncture(EA) at the BL60 (Kollyun) on normal humans using power spectral analysis. Methods : EEG power spectrum exhibit site-specific and state-related differences in specific frequency bands. In this study, power spectrum was used as a measure of complexity. 30 channel EEG study was carried out in 10 subjects $(10\;males;\;age=22.4{\pm}0.5$ years). Results : In alpha band, the power values at Fz during the non-acupoint treatment and at Fp2, T5 during the BL60-acupoint treatment significantly were decreased. In beta band, the power values at C3, Po2, O2, Oz during the BL60-acupoint treatment significantly were increased than the before-acupuncture treatment. In theta band, the power values at F7 during the BL60-acupoint treatment significantly was increased. However, the comparison with that before and after the treatment shows no significant differences in all channels.

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선급 극후물재의 취성균열 전파 정지 인성에 미치는 용접변수의 영향 (Effect of welding variables on the crack arrest toughness of thick steel plate)

  • 류강묵;안규백;김태수;이태영;이종섭
    • 대한용접접합학회:학술대회논문집
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    • 대한용접접합학회 2009년 추계학술발표대회
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    • pp.103-103
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    • 2009
  • As the size of containership increased over 14,000TEU, thick steel plate with high strength has been used. The plate thickness increased over 70mm and yield strength of the steel plate was around $47kg_f/mm^2$. Many researchers reported that the thick welded plate has low crack arrest toughness. They noticed the crack arrest ability is dependent on the plate thickness. In other words, brittle crack propagates straightly along the welded line and make abrupt fracture in the thick plate which causes low $K_{ca}$. In this study, the other factors, especially welding heat input, to cause low crack arrest toughness was investigated for thick steel plate welds. EH grade steel plates were used in this study and 50 to 80 thick plates were tested to confirm thickness sensitivity. Electro gas welding (EGW) and flux cored arc welding (FCAW) were adopted to prepare the welded joints. Temperature gradient ESSO test was performed to measure $K_{ca}$ values with the variation of welding variables. As a result of this study, regardless of plate thickness, welding heat input to cause welding residual stress around crack path is a key factor to control the brittle crack propagation in welded joints.

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Iron-Saturated Lactoferrin Stimulates Cell Cycle Progression through PI3K/Akt Pathway

  • Lee, Shin-Hee;Pyo, Chul-Woong;Hahm, Dae Hyun;Kim, Jiyoung;Choi, Sang-Yun
    • Molecules and Cells
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    • 제28권1호
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    • pp.37-42
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    • 2009
  • Iron binding lactoferrin (Lf) is involved in the control of cell cycle progression. However, the molecular basis underlying the effects of Lf on cell cycle control, as well as its target genes, remains incompletely understood. In this study, we have demonstrated that a relatively low level of ironsaturated Lf, Lf($Fe^{3+}$), can stimulate S phase cell cycle entry, and requires Akt activation in MCF-7 cells. Lf($Fe^{3+}$) immediately induced Akt phosphorylation at Ser473, which subsequently induced the phosphorylation of two G1-checkpoint Cdk inhibitors, $p21^{Cip/WAF1}$ and $p27^{kip1}$. The Lf($Fe^{3+}$)-induced phosphorylation of Cdk inhibitors impaired their nuclear import behavior, thereby inducing cell cycle progression. However, the treatment of cells with a PI3K inhibitor, LY294002, almost completely blocked Lf($Fe^{3+}$)-stimulated cell cycle progression. LY294002 treatment abrogated Lf($Fe^{3+}$)-induced Akt activation, and prevented the cytoplasmic localization of $p27^{kip1}$. Higher levels of $p21^{Cip/WAF1}$ were also detected in the cytoplasmic sub-cellular compartment as a measure of cellular response to Lf($Fe^{3+}$). Consequently, the degree of phosphorylation of retinoblastoma protein was enhanced in response to Lf($Fe^{3+}$). Therefore, we conclude that Lf($Fe^{3+}$), as a potential antagonist of Cdk inhibitors, can facilitate the functions of E2F during progression to S phase via the Akt signaling pathway.