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기술 용어에 대한 한국어 정의 문장 자동 생성을 위한 순환 신경망 모델 활용 연구 (Research on the Utilization of Recurrent Neural Networks for Automatic Generation of Korean Definitional Sentences of Technical Terms)

  • 최가람;김한국;김광훈;김유일;최성필
    • 한국문헌정보학회지
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    • 제51권4호
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    • pp.99-120
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    • 2017
  • 본 논문에서는 지속적으로 커져가는 산업 시장에 대해 관련 연구자들이 이를 효율적으로 분석할 수 있는 반자동 지원 체제개발을 위한 기술 용어와 기술 개념에 대한 정의문 및 설명문을 자동으로 생성하는 한국어 문장 생성 모델을 제시한다. 한국어 정의 문장 생성을 위하여 딥러닝 기술 중 데이터의 전/후 관계를 포함한 시퀀스 레이블링이 가능한 LSTM을 활용한다. LSTM을 근간으로 한 두 가지 모델은 기술명을 입력할 시 그에 대한 정의문 및 설명문을 생성한다. 다양하게 수집된 대규모 학습 말뭉치를 이용해 실험한 결과, 본 논문에서 구현한 2가지 모델 중 CNN 음절 임베딩을 활용한 어절 단위 LSTM 모델이 용어에 대한 정의문 및 설명문을 생성하는데 더 나은 결과를 도출시킨다는 사실을 확인하였다. 본 논문의 연구 결과를 바탕으로 동일한 주제를 다루는 문장 집합을 생성할 수 있는 확장 모델을 개발할 수 있으며 더 나아가서는 기술에 대한 문헌을 자동으로 작성하는 인공지능 모델을 구현할 수 있으리라 사료된다.

식약공용 한약재의 관리 방안에 관한 연구 (A Research on Management System of Herbal Medicine in Common Use for Food and Medicine)

  • 권기태
    • 대한본초학회지
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    • 제27권2호
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    • pp.25-29
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    • 2012
  • Objectives : This article reviews a solution preventing the illegal distribution of herbal medicine in common use for food and medicine and risks on public health by conducting safety management of food and medicine. Also, this article would like to contribute to improvement of public health treating diseases in compliance with accurate diagnosis and prescription of Oriental Medicine Doctor("OMD")'s. Methods : An approach in this research can be categorized into two : first, to examine the current administrative situation and problems of herbal medicine in common use for food and medicine based on policy documents of Ministry of Health and Welfare and Korea Food and Drug Adminstration("KFDA") and academic articles of the herbal medicine;second, to find reasonable administrative solutions to solve the problems. Solutions : A solution is to strengthen the management level of herbal medicine in common use for food and medicine by selecting 117 items as target items requiring concentrated management. In case herbal medicine is imported for food, KFDA strengthens the quality management level of herbal medicine by making use of inspection frequency at random, collecting and verifying herbal medicine on the market. However, KFDA decides to maintain current different quality specification system of food and medicine reflecting a civil complaint that quality specification of food and medicine should separately managed according to the purpose of use. Herbal medicine as medicine that is functioned as treating diseases and alleviating symptoms, unlike herbal medicine for food, can cure all kinds of diseases by recovering inner balance of human body, making use of other properties of herbal medicine. Medicine has its own properties. If a doctor uses properties of medicine appropriately, he cures diseases. If a doctor uses herbal medicine inappropriately. he may damage human body. Thus, whether side effects of medicine depend on a doctor who uses herbal medicine. Conclusions : All herbal medicine will be supplied into the market after strict safety control of manufacturers of herbal medicine according to the revised Pharmaceutical Affairs Act, beginning in April, 2012. Thus, people can take safer and more reliable herbal medicine through strengthening safety management of herbal medicine and improving quality and transparency in the distribution system. Herbal medicine should appropriately be prescribed by licensed OMD because herbal medicine is used to treat diseases and alleviate symptoms, unlike herbal medicine for food.

실용음악 보컬 교육과정에 관한 연구 (A Study on Vocal Curriculum)

  • 조태선;최용선
    • 한국산학기술학회논문지
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    • 제20권2호
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    • pp.218-227
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    • 2019
  • 실용이란 용어는 배운 그것 자체를 실제 사용 할 수 있는 실제로 사용한다는 뜻이다. 그런데 그와는 다르게 일부교수들의 특정한 전공 분야에 맞춰 교육과정이 운영되는 것을 여러 학교를 통해 볼 수 있다. 재즈가 그 대표적인 사례로 대중음악 현장에서 연주할 수 있는 공간이 턱없이 부족한, 일부 메니아만을 위한 장르가 실용음악을 대표하는 학문으로 포장되어 있다. 이러한 현상은 입시 학원에 까지 영향을 미쳐 대학 입시를 준비하는 중, 고등학생들도 재즈를 배우고 연주하며 입시를 준비하고 있다. 물론 재즈도 음악의 한 분야이긴 하지만 절대로 대중음악의 주류가 될 수 없음을 볼 때 이는 매우 안타까운 현실이다. 실용음악과가 4년제 대학에 개설 된지도 20여년의 세월이 흘렀다. 그동안 배출된 졸업생 숫자도 매우 많을 것으로 판단된다. 대학의 역할이 취업과 연관되는 요즘, 과연 그 졸업생들의 취업은 어떻게 되고 있는지, 음악관련 분야에 종사하고 있는지도 살펴볼 시기가 되었다. 그리고 학과의 교육과정은 취업과 연결 될 수 있도록 현실에 맞게 합리적으로 운영되고 있는지도 중요할 것이다. 실용학문은 시장의 변화에 즉각적인 대응을 해야 한다. 교육과정의 개설과 운영등도 이에 맞춰 이루어져야 한다. 본 연구에서는 대학에서의 보컬 교육과정과 실제 운영 사례, 그리고 취업으로 연결 될 수 있는 합리적인 보컬 교육과정에 대해 논해 보도록 하겠다.

Zoning Permanent Basic Farmland Based on Artificial Immune System coupling with spatial constraints

  • Hua, Wang;Mengyu, Wang;Yuxin, Zhu;Jiqiang, Niu;Xueye, Chen;Yang, Zhang
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제15권5호
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    • pp.1666-1689
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    • 2021
  • The red line of Permanent Basic Farmland is the most important part in the "three-line" demarcation of China's national territorial development plan. The scientific and reasonable delineation of the red line is a major strategic measure being taken by China to improve its ability to safeguard the practical interests of farmers and guarantee national food security. The delineation of Permanent Basic Farmland zoning (DPBFZ) is essentially a multi-objective optimization problem. However, the traditional method of demarcation does not take into account the synergistic development goals of conservation of cultivated land utilization, ecological conservation, or urban expansion. Therefore, this research introduces the idea of artificial immune optimization and proposes a multi-objective model of DPBFZ red line delineation based on a clone selection algorithm. This research proposes an objective functional system consisting of these three sub-objectives: optimal quality of cropland, spatially concentrated distribution, and stability of cropland. It also takes into consideration constraints such as the red line of ecological protection, topography, and space for major development projects. The mathematical formal expressions for the objectives and constraints are given in the paper, and a multi-objective optimal decision model with multiple constraints for the DPBFZ problem is constructed based on the clone selection algorithm. An antibody coding scheme was designed according to the spatial pattern of DPBFZ zoning. In addition, the antibody-antigen affinity function, the clone mechanism, and mutation strategy were constructed and improved to solve the DPBFZ problem with a spatial optimization feature. Finally, Tongxu County in Henan province was selected as the study area, and a controlled experiment was set up according to different target preferences. The results show that the model proposed in this paper is operational in the work of delineating DPBFZ. It not only avoids the adverse effects of subjective factors in the delineation process but also provides multiple scenarios DPBFZ layouts for decision makers by adjusting the weighting of the objective function.

의료사고와 의료분쟁에 대한 의료이용자들의 의식 조사 (The Thoughts of Patients on Medical Accidents and Disputes in Korea)

  • 이현실;이준협;임국환;최만규
    • 한국병원경영학회지
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    • 제11권1호
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    • pp.1-30
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    • 2006
  • According to the available data, in these days, the number of medical accidents and disputes have significantly increased since 1990 in Korea. From this aspect, a variety of approaches and efforts to solve these problems is needed before it is too late. This study intended to identify the thoughts of patients who are directly connected with medical accidents and disputes and then to consider reasonable settlement methods of the increasing disputes. For achieving the purpose of this study, the self-administerd questionnaire was conducted with 450 out-patients who visited three university hospitals, five small and medium-sized hospitals, and ten clinics in Seoul from June 13 to 17, 2005. Incomplete questionnaires were omitted and 410 respondents(91%) were included for the analysis of this study. Each section of the survey was composed of six categories such as the recognition of malpractice, a compensation system about no-fault medical accidents, the recognition of the judgement of medical accidents in court, reasonable settlement of medical accidents, reasons of lawsuit, and the need of the medical dispute settlement organization. The major results of this study were as follows. First, more than half of the respondents, 51.9 percent, worry about malpractice. And many respondents think malpractice causes their symptoms to persist or become worse, and also some respondents think that the doctor's prescription changed too frequently. Second, as for a compensation system about no-fault medical accident, 55.7 percent of the respondents insist that a proper compensation for suffering patients or their families should be provided. And also as for the responsibility of compensation, respondents think joint compensation of both the medical institution and the government is needed foremost, followed by the medical insurance company and finally by the medical institution. The government as well as the related institutions should take responsibility for malpractice accidents for which the doctor is not responsible. Third, as for the acknowledgment of medical accident judgements by the court, 32.8 percent of respondents think that it is best to compromise with a medical institution, followed by lawsuit(26.2%), the assistance of civil organization(23.2%), and a powerful physical protest(7.6%). Fourth, as for the lawsuit of medical accidents, 62.9 percent of respondents think that patients and their families would be in a disadvantageous position in relation to medical institutions and doctors mentioning the lack of professional medical and lawful knowledge, experience and know-how as the reason. So many people have given up appeals owing to the difficulties involved in defending themselves through evidence. Fifth, about a half share of the respondents indicated that the medical institution's neglect of the responsibility of medical accidents is one of the most important reasons of lawsuit. And next respondents mentioned the lack of the medical dispute settlement organization and a general distrust of medical institutions and doctors. Sixth, a majority of respondents consented to the introduction of the need of the medical dispute settlement organization, And about a half of the respondents mentioned a readiness to accept the mediation of the organization, but the rest did not express a clear opinion. It seems that conflict among the parties concerned have existed in relation to the medical dispute settlement organization and related legislation for many years. But as this study has shown, the needs of the medical dispute settlement organization is in desperate demand. Therefore, more negotiation efforts from all interest groups should be considered for the birth of the medical dispute settlement organization and related legislation.

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자동차 디자인 효율화를 위한 디지털 강화요소 연구 - VR 기반 CAID 시스템을 중심으로 - (A Study on Digital Reinforcements for Efficient Automotive Design - With Emphasis on VR based CAID System -)

  • 조경실;이명기
    • 디자인학연구
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    • 제19권5호
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    • pp.55-64
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    • 2006
  • 1980년대 중반이후 디지털 시스템이 자동차 디자인에 도입되면서 기존의 수작업을 통한 디자인 전개와 달리 개발기간을 단축시키는 디지털 프로세스로 급속하게 발전되고 있다. 이는 자동차 수출지역 확대에 따른 글로벌 디자인의 환경변화를 반영한 것이기도 하지만 고품질 다품종 자동차를 개발해야하는 당면 과제를 시간과 경제적인 면에서 효율적으로 활용하고자 함에 있다. 따라서 세계 각 자동차 제조사는 VR(virtual reality)스튜디오의 규모를 확대하여 자동차 실물 크기의 시각화 시스템을 구축하고, 각 지역별 디자인 스튜디오간의 동시간대 품평이 가능한 협업 체제에 주력하고 있다. 질적으로 향상된 품평은 기존의 디자인 검토와는 다른 실제 자동차가 출고되어 보여 지는 효과로 품평함으로써 자동차가 어떻게 보여 지는가를 이해하는 합리적 방법으로 평가받고 있으며, 어드밴스 제품이나 컨셉트카와 같이 빠른 결과를 확인하는 경우 효과적이다. 이외 대표적 장점은 개발기간 단축, 비용 절감, 단순 작업으로부터의 해방, 단기간의 다양한 디자인 제시, 컨셉트의 사실적 시각화 등이다. 자동차와 같이 제품의 크기가 큰 경우는 일반 디지털 하드웨어 시스템과 달리 파워-월을 통하여 실차 크기의 렌더링을 고해상도로 투사하며, 가상현실 공간인 케이브에서 디자인을 검토하기에 디지털 인프라 구축이라는 물리적 기간이 오랜 동안 소요되었다. 향후도 인프라 구축은 시스템 보완과 성능 향상의 지속적인 개선으로 결론을 정의 할 수는 없지만 디지털 디자인의 장점을 활용하고 단점을 보완하는 도약의 시기임은 분명하다. 따라서 디지털 강화요소를 기반으로 하는 디지털 디자인의 중요성을 인식하고 미래 자동차 개발에 효과적으로 적용될 수 있는 디지털의 체계적 활용을 연구하고자 한다.

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주요 영향요소를 고려한 쉴드TBM 터널 3차원 수치해석기법 연구 (Study on the 3 dimensional numerical analysis method for shield TBM tunnel considering key factors)

  • 전기찬;김동현
    • 한국터널지하공간학회 논문집
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    • 제20권2호
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    • pp.513-525
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    • 2018
  • 쉴드TBM 터널을 대상으로 하는 3차원 수치해석은 gap, tail void, 세그먼트설치, 뒤채움재 주입 등과 같은 쉴드TBM 굴착의 여러 특성들을 고려하여 시공과정을 반영할 수 있는 해석이 수행되어야 한다. 그러나 기계 굴착의 특성을 고려하는 해석적 기법은 여러가지 기법들이 혼용되어 적용되는 것이 일반적으로 해석결과의 일관성과 신뢰도에 의문이 제기된다. 본 논문에서는 쉴드TBM 터널의 3차원 수치해석에 사용될 수 있는 여러 기법들을 대상으로 현장에서 실제 계측된 지표침하 데이터를 활용한 매개변수연구를 수행하였다. 그 결과 설계단계에서 지표침하와 막장압 등 터널주변지반의 거동을 유사하게 예측하고 평가하는데 활용할 수 있는 해석기법으로서 분석하고 정리하였다. skin plate 주면압, 뒤채움압과 soil model이 지표침하에 가장 큰 영향요소로 파악되었고, 응력제어기법은 해저터널과같이 굴착지반의 volume loss 정보를 얻을 수 없거나 지표침하나 막장압 등 터널 주변거동파악이 중요한 경우에 적용 가능한 것으로 판단되며, 설계자는 현장여건과 쉴드TBM의 특성이 반영된 합리적인 3차원 수치해석을 수행하는데 본 가이드라인을 기본자료로 활용될 수 있을 것으로 사료된다.

병원사업에 있어서 "필수유지업무"에 관한 법리적 검토 (Legal review on essential business of hospital business)

  • 박경춘
    • 의료법학
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    • 제10권2호
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    • pp.343-405
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    • 2009
  • This paper is to discuss essential business of hospital business. While the labor world and ILO made continuous recommendation for improvements towards the compulsory arbitration system along with the controversy over unconstitutionality of the system, the Constitutional Court ruled that the system is constitutional on December 23, 1996(90hunba19) and on May 15, 2003 (2001hunga31). Despite this decision from the Constitutional Court, there has been much controversy over whether the compulsory arbitration system infringes the rights of collective action against the principle of trade union & labor relations adjustment which allows Commissioner of the Labor Relations Commission to decide on submission of arbitration by virtue of his/her authority in case where industrial disputes take place in the essential public-service businesses. The revision on the above provision was closely examined from the year 2003 and an agreement was made on the abolition of the compulsory arbitration system and the introduction of essential business with a grand compromise among labor unions, employers and the government on September 11, 2006 followed by revision(Essential business system enacted on January 1, 2008) of the Trade Union & Labor Relations Adjustment Act on December 30 in the same year. Accordingly, in order to perform the essential business, parties to labor relations must have an agreement or obtain a decision by the Labor Relations Commission before taking industrial actions. This paper firstly examined the concept of essential public-service businesses and essential business, legal meaning of essential business, procedures for making agreement and decision and legal effects. Secondly it intensively explored a theory against the principle of the legality which was raised from some part of society. In other words, it is claimed that a theory against the principle of the legality is not consistent with the rule of legislation and some abstract wording is against void for vagueness doctrine because part of crime constitution requirements is delegated to the Presidential Decree or to consultation among parties to labor relations. But analysis on the rule of legislation and void for vagueness doctrine reflected in the decision by the Constitutional Court led that argument for a theory against the principle of the legality is not reasonable. Close examination was done on a formal act of essential business agreement and necessity of prior agreement before submission of decision to the Labor Relations Commission which might have difficulties in performing work. In addition, an example agreement on hospital essential business is attached to help you understand this paper better.

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광음향 현미경을 위한 PVDF 기반 고주파수 초음파 변환기의 흡음층 소재에 따른 신호 특성 분석 (Signal-Characteristic Analysis with Respect to Backing Material of PVDF-Based High-Frequency Ultrasound for Photoacoustic Microscopy)

  • 이준수;장진호
    • 비파괴검사학회지
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    • 제35권2호
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    • pp.112-119
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    • 2015
  • 고해상도 분자 영상이 가능한 광음향 현미경의 공간해상도는 초음파 변환기에 의해 결정되기 때문에 높은 동작 주파수, 광대역, 높은 신호 수신 효율을 갖는 광음향 수신 변환기는 고성능 광음향 현미경에 필수적이다. Polyvinylidene fluoride (PVDF)는 이러한 광음향 수신 변환기 성능 확보가 가능한 압전소재이다. 그러나 PVDF는 낮은 음향 임피던스로 인해 사용되는 흡음층에 의해서 중심주파수 및 대역폭이 영향을 받게된다. 본 논문에서는 광음향 현미경에 적합한 PVDF 기반 고주파수 초음파 수신 변환기의 최적 흡음층 소재의 음향 임피던스가 최종 변환기 성능에 어떠한 영향을 주는지에 관한 연구를 수행하였다. 이를 위해 EPO-TEK 301, E-Solder 3022, RTV를 각각 흡음층 물질로 사용하여 고주파수 초음파 수신 변환기를 제작하고 그 음향 특성을 평가하였다. 제작된 변환기의 공간해상도를 평가하기 위해 $25{\mu}m$ 직경을 갖는 철심을 표적으로 사용하여 영상을 획득하였으며, 실험을 통해 얻은 펄스-에코 신호 크기 및 중심주파수, -6 dB 대역폭, 공간해상도 평가를 통해 PVDF의 음향 임피던스보다 약간 높은 음향 임피던스를 갖는 EPO-TEK 301이 가장 적합한 흡음층 물질임을 알 수 있었다.

양생(養生)을 위한 향기치료(香氣治療)의 한의학적 적용(適用)과 전망(展望) (Application and Prospective of Aroma Therapy for Preservation of Health(養生))

  • 류영수;고기완
    • 대한한방내과학회지
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    • 제19권1호
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    • pp.505-523
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    • 1998
  • Aroma therpay in the western classical medicine is compared with the mechanistic paradigm of Newton physics which is the foundation of western modern medicine. It is the therapy whose basic principle is very similar to the basic concepts of oriental medicine lasting thousands of years. We know that parts of their therapies are explained by Yin-Yan and five elements in Oriental Medicine. In the modern western medicine, as preventive medicine is becoming more and more important and moreover, health promotion and self healing care is being emphasized, Maintenanayce which is the oriental preventive medicine, acts in concert with the concept of New Age of Science and provides a way for the Oriental Medicine of the future. The health promotion and self healing care is similar to the thought of Maintenanayce in Oriental Medicine. Oriental Medicine has provided the concept of preventive ehaling care for a long time and built the foundation of the department of Maintenanayce. Among these method of Preservation of Health, We could find that of using fragrance throuth the several references. By comparing the department of Maintenanayce in oriental preventive medicine with the books and papers about aroma therapy, used in the fields of naturalpathy medicine, alternative medicine, and complementary medicine in the west, and by analyzing them, centering around references, to see whether they are reasonable and corresponding, the following conclusions have been reached. 1. We could see that aroma therapy of oriental preventive medicine could be applied to the fields of health promotion and self healing cure, recently appearing in the world of health medicine, as a modern way of Preservation of Health(養生). 2. We could see that western traditional aroma therapy take important position in alternative medicine and complementary medicine, and it could be developed as the transitional field of medical cure for the interchange between western and eastern medicine. 3. We could see that aroma therapy is not totally unknown therapy and there is some points of similarity in the traditional references of oriental medicine. Also, it is considered that the aroma therapy has a possibility of coming the front as an general therapy among various therapies. 4. aroma therapy will be actively applied to many fields such as oriental psychiatry, internal medicine of the respiratory system, pediatrics, oriental nursing, oriental dermatologic beauty, and preventive medicine. Therefore, we have a view that the combination between aroma therapy and oriental medicine will be fairly valuable to study as the general and transtional middle step on which it will prepare the situation of oriental medicine's reimportation from the west and we establish a bridgehead to export the oriental medicine.

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