• Title/Summary/Keyword: Sin Kyu Hyun

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Detecting Improper Sentences in a News Article Using Text Mining (텍스트 마이닝을 이용한 기사 내 부적합 문단 검출 시스템)

  • Kim, Kyu-Wan;Sin, Hyun-Ju;Kim, Seon-Jin;Lee, Hyun Ah
    • Annual Conference on Human and Language Technology
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    • 2017.10a
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    • pp.294-297
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    • 2017
  • SNS와 스마트기기의 발전으로 온라인을 통한 뉴스 배포가 용이해지면서 악의적으로 조작된 뉴스가 급속도로 생성되어 확산되고 있다. 뉴스 조작은 다양한 형태로 이루어지는데, 이 중에서 정상적인 기사 내에 광고나 낚시성 내용을 포함시켜 독자가 의도하지 않은 정보에 노출되게 하는 형태는 독자가 해당 내용을 진짜 뉴스로 받아들이기 쉽다. 본 논문에서는 뉴스 기사 내에 포함된 문단 중에서 부적합한 문단이 포함되었는지를 판정하기 위한 방법을 제안한다. 제안하는 방식에서는 자연어 처리에 유용한 Convolutional Neural Network(CNN)모델 중 Word2Vec과 tf-idf 알고리즘, 로지스틱 회귀를 함께 이용하여 뉴스 부적합 문단을 검출한다. 본 시스템에서는 로지스틱 회귀를 이용하여 문단의 카테고리를 분류하여 본문의 카테고리 분포도를 계산하고 Word2Vec을 이용하여 문단간의 유사도를 계산한 결과에 가중치를 부여하여 부적합 문단을 검출한다.

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Detecting Improper Sentences in a News Article Using Text Mining (텍스트 마이닝을 이용한 기사 내 부적합 문단 검출 시스템)

  • Kim, Kyu-Wan;Sin, Hyun-Ju;Kim, Seon-Jin;Lee, Hyun Ah
    • 한국어정보학회:학술대회논문집
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    • 2017.10a
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    • pp.294-297
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    • 2017
  • SNS와 스마트기기의 발전으로 온라인을 통한 뉴스 배포가 용이해지면서 악의적으로 조작된 뉴스가 급속도로 생성되어 확산되고 있다. 뉴스 조작은 다양한 형태로 이루어지는데, 이 중에서 정상적인 기사 내에 광고나 낚시성 내용을 포함시켜 독자가 의도하지 않은 정보에 노출되게 하는 형태는 독자가 해당 내용을 진짜 뉴스로 받아들이기 쉽다. 본 논문에서는 뉴스 기사 내에 포함된 문단 중에서 부적합한 문단이 포함 되었는지를 판정하기 위한 방법을 제안한다. 제안하는 방식에서는 자연어 처리에 유용한 Convolutional Neural Network(CNN)모델 중 Word2Vec과 tf-idf 알고리즘, 로지스틱 회귀를 함께 이용하여 뉴스 부적합 문단을 검출한다. 본 시스템에서는 로지스틱 회귀를 이용하여 문단의 카테고리를 분류하여 본문의 카테고리 분포도를 계산하고 Word2Vec을 이용하여 문단간의 유사도를 계산한 결과에 가중치를 부여하여 부적합 문단을 검출한다.

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Idiopathic severe hypermagnesemia in an extremely low birth weight infant on the first day of life

  • Hyun, Hye-Sun;Choi, Hyun-Sin;Kim, Jin-Kyu;Ahn, So-Yoon;Yoo, Hey-Soo;Kim, Eun-Sun;Chang, Yun-Sil;Park, Won-Soon
    • Clinical and Experimental Pediatrics
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    • v.54 no.7
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    • pp.310-312
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    • 2011
  • A preterm female infant born at 27 weeks of gestation with a birth weight of 990 g developed acute hypotonia, apnea, hypotension and bradycardia mimicking septic shock syndrome at 14h after birth. Laboratory tests indicated a severe hypermagnesemia of 45 mg/dL. The renal function, complete blood count and maternal blood concentrations of magnesium were normal, and the blood cultures were negative. The patient recovered with treatment including exchange transfusion. However, the etiology of the severe hypermagnesemia remains unknown.

A Study on the Stability of Shield TBM Thrust Jack in the Behavior of Operating Fluid According to Thrust Force (추력에 따른 동작 유체의 거동에 있어 쉴드 TBM 추진잭의 안정성에 대한 연구)

  • Lee, Hyun-seok;Na, Yeong-min;Jang, Hyun-su;Suk, Ik-hyun;Kang, Sin-hyun;Kim, Hun-tae;Park, Jong-kyu
    • Journal of the Korean Society of Manufacturing Process Engineers
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    • v.18 no.1
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    • pp.38-45
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    • 2019
  • In this paper, the stability of the tunnel boring machine (TBM), used in tunnel excavation, according to the thrust force of the thrust jack was investigated. The existing hydraulic cylinder analysis method is fluid-structure interaction (FSI) analysis, where all of the flow setting and dynamic characteristics should be considered. Therefore, there is a need for a method to solve this problem simply and quickly. To facilitate this, the theoretical pressure in the hydraulic cylinder was calculated and compared with the analytical and experimental results. In the case of the analysis, the pressure generated inside the cylinder was analyzed statically, considering the operating characteristics of the shield TBM, and the stress and pressure were calculated. This method simplifies the analysis environment and shortens the analysis time compared to the existing analysis method. The obtained theoretical and analytical data were compared with the measured data during actual tunneling, and the analysis and experimental data showed a relative error of approximately 23.89%.

Research of luminescent characteristics of ZnS:CuCl powder electroluminescent device according to the doping concentration of CuCl and frequency of the applied voltage (ZnS:Cu,Cl 후막형 전계 발광 소자의 CuCl 첨가량과 인가 전압의 진동수에 따른 발광 특성 연구)

  • Park, Yong-Kyu;Sung, Hyun-Ho;Cho, Whang-Sin;Lee, Jong-Chan;Park, Dae-Hee
    • Proceedings of the Korean Institute of Electrical and Electronic Material Engineers Conference
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    • 2000.04b
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    • pp.22-25
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    • 2000
  • ZnS:Cu,Cl 형광체의 여기 및 발광 스펙트럼 측정 결과 주게인 $Cl^-$ 이온과 받게인 $Cu^+$ 이온 사이의 흡수와 발광에 기인하는 peak과 국소화된 발광 중심인 $(CU_2)^{2+}$ 이온의 흡수와 발광에 기인하는 peak이 관측되었다. CuCl의 첨가량이 증가함에 따라 $Cu^+$ 이온의 농도가 증가하게 되어 $(Cu_2)^{2+}$ 이온에 기안하는 발광으로부터 공명 에너지 전달 (Resonant Energy Transfer)의 확률이 높아지기 때문에 513 nm를 중심으로 하는 발광의 세기가 증가하게 된다. 자체 제작한 ZnS:Cu,Cl 형광체를 이용하여 제작한 소자의 휘도 측정결과 400 Hz, 100 V 에서 CuCl 의 첨가량이 0.2 mole% 일 때 휘도가 최대였고, 진동수가 증가함에 따라 휘도가 포화되는 현상이 나타났다. CuCl의 첨가량이 증가함에 따라 513 nm를 중심으로 하는 발광이 강해지고 CIE 좌표값이 녹색영역으로 이동하게 된다. 진동수가 증가하면 인가된 전압의 유지 시간이 짧아지게 되어 발광의 감쇄시간이 긴 513 nm를 중심으로 하는 발광보다 감쇄시간이 짧은 458 nm를 중심으로 하는 발광이 강해지게 되고, CIE 좌표값이 청색영역으로 이동하게 된다.

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Design of General-Purpose Resource Management System with Tree Structure (트리 구조를 가진 범용 자원관리시스템의 설계)

  • Sin, Hyun-Kyu;Lee, Choong-Ho
    • Journal of Korea Multimedia Society
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    • v.11 no.10
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    • pp.1420-1426
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    • 2008
  • The most recent programs tend to use picture or audio files which need mass storage resources. For these mass storages, the performance of automatic management decreases as the sizes of these resources increases. Moreover, the more the number of resources increases, the more the management of resources gets difficult. This paper suggests a resource management system to which the interface of tree-structure file system is applied in order to increase convenience and efficiency. The system uses the access technique based on character string path to have more compatibility, and supports tree structure which is more systematic. Further, it supports virtual nodes to show high performance. The system can be used to control resources from outside as well as inside of processes.

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A Study on the Dielectric Properties of Ferroelectric Materials (강유전체의 유전율 특성에 관한 연구)

  • Cho, Ik-Hyun;Park, Young;Jeong, Kyu-Won;Jung, Se-Min;Yi, Jun-Sin;Song, Jun-Tae
    • Proceedings of the Korean Institute of Electrical and Electronic Material Engineers Conference
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    • 1998.11a
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    • pp.287-290
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    • 1998
  • It was investigated that the dielectric properties of ferroelectric materials using PZT-5A and PZT thin films. PZT-5A was 20mm diameters, 0.71mm, 0.51mm and 0.41mm thickness respectively and having c-axis preferred orientation. Electrodes(Al) were deposited by evaporation method. PZT thin film was deposited on Pt/SiO$_2$/Si substrate by RF magnetron sputtering method, and annealed at 750$^{\circ}C$ with RTA. Dielectric constants were measured automatically by computer measuring system. Dielectric constants were changed rapidly from 817 to 888 in 0.41mm thickness PZT-5A, 823 to 890 in 0.51mm and 822 to 839 in 0.71mm as the electric field grown. In the case of PZT thin film, dielectric constants were changed from 724 to 1173 in 4500${\AA}$ thickness, 721 to 1204 in 5500${\AA}$ thickness and 811 to 1407 in 7000${\AA}$ thickness.

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$CO_2$ Laser Irradiation Strengthening by Defocused Beam (비집속빔을 이용한 $CO_2$ 레이저 빔 조사강화)

  • Seo, Jung;Lee, Je-Hoon;Kang, Hee-Sin;Kim, Jung-Oh;Lee, Moon-Yong;Oh, Sang-Jin;Lee, Kyu-Hyun
    • Laser Solutions
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    • v.6 no.2
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    • pp.1-7
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    • 2003
  • Defocused CO$_2$ laser beam irradiation strengthening of 60kgf/$\textrm{mm}^2$ grade steel sheet was investigated to obtain the tensile strength similar to that of fully penetrated one by the focused beam. The melted line width by the defocused beam was 3∼4 times larger compared to that of the focused beam. However, the increase of tensile strength with 1 line irradiation by the defocused beam was similar to that of 2~3 lines by the focused beam. The increase(37.6%) of bending strength with 1 line by the defocused beam was higher than the increase(12.9%) of tensile strength. Also, the effect of cooling gas to strengthening was observed.

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Study on the variation of surface characteristics of organic films as a function of bias power by O2 plasma (O2 플라즈마 바이어스 파워에 따른 유기 박막의 표면 특성 변화 연구)

  • Ham, Yong-Hyun;Baek, Kyu-Ha;Do, Lee-Mi;Sin, Hong-Sik;Park, Suk-Hyung;Kwon, Kwang-Ho
    • Proceedings of the Korean Institute of Electrical and Electronic Material Engineers Conference
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    • 2009.04b
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    • pp.57-57
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    • 2009
  • In this work, we carried out the variation of surface characteristics of organic polymer films by O2 plasma. The plasma diagnostics were performed by DLP(Double Langmuir Probe) and OES(Optical Emission Spectroscopy) measurements. Moreover, variation of surface characteristics were measured by AFM(Atomic Force Microscope), XPS(X-ray Photoelectron Spectroscopy), and contact angle goniometer. It was found that the etch rate of organic films was controlled by O radicals flux and dc bias voltage. And O radical density and dc bias voltage increased with increasing bias power. So, it was changed surface energy as a function of surface roughness and O/C ratio in organic films.

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The Importance of Intensive Forestry Management for Fiber and Energy Production in Korea (섬유(纖維) 및 에너지생산(生産) 증대(增大)를 위(爲)한 집약적(集約的) 임업경영(林業經營)의 필요성(必要性))

  • Hyun, Sin Kyu;Lee, Don Koo
    • Journal of Korean Society of Forest Science
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    • v.44 no.1
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    • pp.43-47
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    • 1979
  • Increased demand for wood products and recent energy crisis have stimulated much attention over the world to the concept of intensive forestry management systems. This shows great potential of increasing biomass yields. Biomass probably will not be a major source to solve the whole problems of fiber and energy shortage but as an alternative source it will, in part, help meet the remarkable demand. In Korea, the systems are not only feasible because of available land areas, many appropriate tree and existing forestry techniques already available, but also urgently needed.

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