• 제목/요약/키워드: End-to-End test

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BERT 기반 End-to-end 신경망을 이용한 한국어 상호참조해결 (Korean End-to-end Neural Coreference Resolution with BERT)

  • 김기훈;박천음;이창기;김현기
    • 한국정보과학회 언어공학연구회:학술대회논문집(한글 및 한국어 정보처리)
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    • 한국정보과학회언어공학연구회 2019년도 제31회 한글 및 한국어 정보처리 학술대회
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    • pp.181-184
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    • 2019
  • 상호참조해결은 주어진 문서에서 상호참조해결 대상이 되는 멘션(mention)을 식별하고, 같은 개체(entity)를 의미하는 멘션을 찾아 그룹화하는 자연어처리 태스크이다. 한국어 상호참조해결에서는 멘션 탐지와 상호참조해결을 동시에 진행하는 end-to-end 모델과 포인터 네트워크 모델을 이용한 방법이 연구되었다. 구글에서 공개한 BERT 모델은 자연어처리 태스크에 적용되어 많은 성능 향상을 보였다. 본 논문에서는 한국어 상호참조해결을 위한 BERT 기반 end-to-end 신경망 모델을 제안하고, 한국어 데이터로 사전 학습된 KorBERT를 이용하고, 한국어의 구조적, 의미적 특징을 반영하기 위하여 의존구문분석 자질과 개체명 자질을 적용한다. 실험 결과, ETRI 질의응답 도메인 상호참조해결 데이터 셋에서 CoNLL F1 (DEV) 71.00%, (TEST) 69.01%의 성능을 보여 기존 연구들에 비하여 높은 성능을 보였다.

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End shape and rotation effect on steel pipe pile installation effort and bearing resistance

  • Saleem, Muhammad A.;Malik, Adnan A.;Kuwano, Jiro
    • Geomechanics and Engineering
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    • 제23권6호
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    • pp.523-533
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    • 2020
  • The current study focuses on the effect of the end shape of steel pipe piles on installation effort and bearing resistance using the pressing method of installation under dense ground conditions. The effect of pile rotation on the installation effort and bearing resistance is also investigated. The model steel piles with a flat end, cone end and cutting-edge end were used in this study. The test results indicated that cone end pile with the pressing method of installation required the least installation effort (load) and showed higher ultimate resistance than flat and cutting-edge end piles. However, pressing and rotation during cutting-edge end pile installation considerably reduces the installation effort (load and torque) if pile penetration in one rotation equal to the cutting-edge depth. Inclusion of rotation during pile installation reduces the ultimate bearing resistance. However, if penetration of the cutting-edge end pile equal to the cutting-edge depth in one rotation, the reduction in ultimate resistance can be minimized. In comparing the cone and cutting-edge end piles installed with pressing and rotation, the least installation effort is observed in the cutting-edge end pile installed with penetration rate equal to the cutting-edge depth per rotation.

대안적 통째학습 기반 저품질 레거시 콘텐츠에서의 문자 인식 알고리즘 (Character Recognition Algorithm in Low-Quality Legacy Contents Based on Alternative End-to-End Learning)

  • 이성진;윤준석;박선후;유석봉
    • 한국정보통신학회논문지
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    • 제25권11호
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    • pp.1486-1494
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    • 2021
  • 문자 인식은 스마트 주차, text to speech 등 최근 다양한 플랫폼에서 필요로 하는 기술로써, 기존의 방법과 달리 새로운 시도를 통하여 그 성능을 향상시키려는 연구들이 진행되고 있다. 그러나 문자 인식에 사용되는 이미지의 품질이 낮을 경우, 문자 인식기 학습용 이미지와 테스트 이미지간에 해상도 차이가 발생하여 정확도가 떨어지는 문제가 발생된다. 이를 해결하기 위해 본 논문은 문자 인식 모델 성능이 다양한 품질 데이터에 대하여 강인하도록 이미지 초해상도 및 문자 인식을 결합한 통째학습 신경망을 설계하고, 대안적 통째학습 알고리즘을 구현하여 통째 신경망 학습을 수행하였다. 다양한 문자 이미지 중 차량 번호판 이미지를 이용하여 대안적 통째학습 및 인식 성능 테스트를 진행하였고, 이를 통해 제안하는 알고리즘의 효과를 검증하였다.

Density-surfactant-motivated removal of DNAPL trapped in dead-end fractures

  • 여인욱;이강근;지성훈
    • 한국지하수토양환경학회:학술대회논문집
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    • 한국지하수토양환경학회 2003년도 총회 및 춘계학술발표회
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    • pp.51-54
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    • 2003
  • Three kinds of experiments were conducted to test existing methods and develop an effective methodology for the remediation of DNAPL trapped in vertical dead-end fractures. A water-flushing method failed to remove TCE from vertical dead-end fractures where no fluid flow occurs. A water-flushing experiment implies that existing remediation methods, utilizing water-based remedial fluid such as surfactant-enhanced method, have difficulty in removing DNAPL trapped from the vertical downward dead-end fractures, because of no water flow through dead-end fractures, capillary, and gravity forces. Fluid denser than TCE was injected into the fracture network, but did not displace TCE from the vertical dead-end fractures. Base(B on the analysis of the experiments, the increase in the density of the dense fluid and the addition of surfactant to the dense fluid were suggested, and this composite dense fluid with surfactant effectively removed TCE from the vertical dead-end fractures.

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경부선을 주행하는 두 종류의 화차 대차프레임의 진동특성시험 및 진동증가 원인파악에 관한 연구 (Vibration characteristics test of two types bogie frame of a freight car on Kyeungbu line)

  • 홍재성;함영삼;백영남;오택열
    • 한국정밀공학회:학술대회논문집
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    • 한국정밀공학회 2004년도 추계학술대회 논문집
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    • pp.1323-1326
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    • 2004
  • A bogie frame of welded type have some problems. Some end beam has cracked. The cracks have profound influence on the safe freight service. The bogie consists of a frame, suspensions, brakes and wheel sets. Various analyses including a numerical simulation using a finite element method, a static load test, a fatigue test, and running test should be carried out to design the bogie. However cracks have been found at some end beams of the bogies mounted on the freight cars running with the high speed. The cracks of the end beam results in deterioration of the brake performance and the running safety. Numerical simulations and dynamic tests are carried out to figure out the causes of cracks in the existing bogie, and the vibrational characteristics of the improved bogie are compared with those of the conventional one. In this reports, the vibration characteristics were dealed with the most pressing matters for the solution of the end beam crack.

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과업의 불확실성이 최종사용자컴퓨팅 특성과 최종사용자의 만족도에 미치는 영향

  • 김창기;이진주
    • 한국경영과학회:학술대회논문집
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    • 대한산업공학회/한국경영과학회 1993년도 춘계공동학술대회 발표논문 및 초록집; 계명대학교, 대구; 30 Apr.-1 May 1993
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    • pp.329-338
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    • 1993
  • The main objective of this paper is analyzing the effects of task uncertainty on EUC characteristics and end user satisfaction. Task uncertainty were identified as an important determinant of EUC characteristics. And the moderating effect of task uncertainty on the relationship between EUC characteristics and end user satisfaction was suggested. A field study was undertaken to test the hypothesized relationships among task uncertainty, EUC characteristics, and end user satisfaction Data were collected from 138 end-user of 19 Korean business organizations. The empirical results indicated that task uncertainty was significantly related to EUC characteristics and that task uncertainty had significant effect on the relationship between EUC characteristics and end user satisfaction. Implications and future research directions are drawn for the management of EUC and for further research on EUC.

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응급구조과 대학생의 죽음불안, 호스피스 지식과 임종돌봄 태도에 영향을 미치는 요인 (Factors influencing death anxiety, hospices knowledge, and attitude towards end-of-life care among paramedic students)

  • 강경아;조혜영
    • 한국응급구조학회지
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    • 제20권3호
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    • pp.107-120
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    • 2016
  • Purpose: The purpose of this study was to investigate the factors influencing death anxiety, hospices knowledge, and attitude towards end-of-life care among paramedic students. Methods: A self-reported questionnaire was completed by 196 paramedic students in D university college in J city from November 2011 to November 2014. The study instruments included death anxiety, hospices knowledge, and attitude towards end-of-life care. Data were analyzed by t test, ANOVA, post hoc $Scheff{\acute{e}}$ test, Pearson's correlation test, and stepwise multiple regression analysis using SPSS v. 20.0. Results: According to a stepwise regression on the factors influencing attitudes towards end-of-life care, 80.4% of variance (F=161.360, p<.001) was explained by experience of death, hospices knowledge, disappearance of death anxiety, satisfaction with relationships (${\geq}2$) and student attitude toward end-of-life care. In addition, 44.1% of the variance (F=39.434, p<.001) was explained by experience of death, satisfaction with relationship(${\leq}4$), warning of others about death anxiety, and family attitude towards end-of-life care. Conclusion: The attitude towards end-of-life care was influenced by hospices knowledge and death anxiety in paramedic students. It is necessary to provide training in understanding attitudes towards death anxiety and end-of-life care. An effective educational program should be developed and implemented among paramedic students to improve their awareness of death and anxiety hospices knowledge.

선단지지된 항타개단강관말뚝의 축하중전이거동 (Axial Load Transfer Behavior for Driven Open-ended End bearing Steel Pipe Pile)

  • 임태경;정성민;정창규;최용규
    • 한국지반공학회:학술대회논문집
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    • 한국지반공학회 2002년도 봄 학술발표회 논문집
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    • pp.589-596
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    • 2002
  • In this study, static pile load tests with load transfer measurement were accomplished in the field. Yield pile capacity (or ultimate pile capacity) determined by load-settlement-time relationship was determined and axial load transfer behavior was analyzed. In the test for the four test piles were behaved as end bearing pile but ratios of skin friction to total pile capacity were 27%∼33%.

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요양병원 근무자의 호스피스 완화돌봄 지식과 인식, 임종돌봄 태도, 죽음에 대한 인식이 임종돌봄 수행에 미치는 영향 (The Impact of Nursing Hospital Workers' Hospice·Palliative Care Knowledge and Awareness, End-of-Life Care Attitude and Death Awareness on Their End-of-Life Care Performance)

  • 박미라;제남주
    • Journal of Hospice and Palliative Care
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    • 제21권4호
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    • pp.124-136
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    • 2018
  • 목적: 본 연구는 요양병원 근무자를 대상으로 호스피스 완화돌봄에 대한 지식과 인식 및 임종돌봄 태도, 수행도, 중요도, 죽음에 대한 인식하고 임종돌봄 수행에 영향을 미치는 요인을 파악하기 위한 서술적 조사연구이다. 방법: K도에 소재한 의료기관평가인증을 받은 요양병원에 근무하는 113명의 근무자를 대상으로 자가 보고식 설문지를 이용하여 자료를 수집하였다. 호스피스 완화돌봄 지식, 호스피스 완화돌봄 인식, 임종돌봄 태도, 임종돌봄 수행도 및 중요도, 죽음에 대한 인식 등의 변수를 사용하였다. IBM SPSS 21.0을 이용하여 빈도, 백분율, 평균, 표준편차, t-test, ANOVA, Scheffe's test, Pearson's correlation coefficient, Multiple regression로 분석하였다. 결과: 요양병원 근무자의 임종돌봄 수행도에 영향을 미치는 요인은 임종돌봄 중요도와 결혼유무이었으며, 이는 38.2%의 설명력을 보였다. 결론: 요양병원간호사의 임종돌봄 수행도를 향상시키기 위하여 임종돌봄 중요도에 대한 교육이 필요하며, 그들이 중요하다고 생각되는 것을 잘 수행할 수 있도록 효율적인 인력배치 등의 행정적인 방안을 수립하고 임종돌봄 수행도를 향상시킬 수 있는 교육프로그램 개발 및 효과검증을 하는 연구 수행을 제안하는 바이다.

롤다이를 이용한 튜브 축관공정 개발 (Development of Tube End-forming Process using Roll Die)

  • 김영환
    • 한국기계가공학회지
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    • 제10권4호
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    • pp.121-126
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    • 2011
  • An accumulator placed on the refrigerant cycle pipe lines is a part to relax fluctuations of pressure within the pipe lines and stabilize refrigerants flowed into pipe. The accumulator has been mainly manufactured by the process of tube spinning using CNC(Computer Numerical Control) lathe. However, this process has the defects which are low productivity per hour and high cost. For that reason, tube end-forming using roll die is actively being developed, recently. The purpose of this study is to develope the tube end-forming process using roll die in order to manufacture the accumulator for the refrigeration pipe lines. First, the process design of tube end-forming was performed based on specification of product, and then was verified with FE analysis. Also, the effects of friction coefficient and revolution speed of roll die on forming load were investigated. The analytical results were applied in the final process design of tube end-forming. Finally, tube end-forming test was carried out to verify the validity of the FE analysis and the process design.