• 제목/요약/키워드: Technical terms

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기계학습에 기반한 생의학분야 전문용어의 자동인식 (Machine-Learning Based Biomedical Term Recognition)

  • 오종훈;최기선
    • 한국정보과학회논문지:소프트웨어및응용
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    • 제33권8호
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    • pp.718-729
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    • 2006
  • 일정 분야의 문서들에서 그 분야 특정을 반영하는 전문용어를 자동으로 인식하는 연구에 대한 관심이 증가하고 있다. '전문용어 인식'은 문서에서 전문용어가 될 수 있는 언어적 단위를 파악하는 '용어 추출' 과정과 '용어추출' 과정에서 얻어진 용어목록 중 해당분야의 전문용어를 고르는 '전문용어 선택' 과정으로 구성된다. '전문용어 선택' 과정은 용어목록을 전문용어의 특정에 따라 순위화한 후 타당한 전문용어를 파악하는 작업으로 정의된다. 따라서 전문용어 선택 문제는 용어목록의 순위화 작업과 순위화된 목록에서 전문용어와 비전문용어 간의 경계를 인식하는 작업으로 정의된다. 기존의 전문용어 선택 기법은 주로 용어의 빈도수 등과 같은 통계적 특정만을 이용하였다. 하지만 통계적 특정만으로는 효과적으로 전문용어를 선택하기 어렵다. 본 논문의 논제는 전문용어 선택에서 다양한 전문용어의 특정을 고려하고 이들 중 전문용어 선택에서 효과적인 특정을 찾으려는 것이다. 순위화 문제는 다양한 전문용어 특정을 도출하고 이들을 기계학습방법으로 통합하여 해결한다. 경계인식 문제는 전문용어와 비전문용어의 이진 분류 문제로 정의하고 기계학습방법으로 해결한다. 본 논문의 기법은 경계인식측면에서 78-86%의 정확률과 87% -90%의 재현율을 나타내었으며, 순위화 측면에서 89%-92%의 11포인트 평균정확률을 나타내었다. 또한 기존 연구보다 최고 26% 의 성능향상을 보였다.

용어 활용주기 모델링을 이용한 기술용어 트렌드 분석 (Trend Analysis of Technical Terms Using Term Life Cycle Modeling)

  • 황미녕;조민희;황명권;정도헌
    • 정보처리학회논문지D
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    • 제18D권6호
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    • pp.493-500
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    • 2011
  • 기술용어 트렌드는 특정 연구 분야의 세부적인 주제가 시간의 흐름에 따라 변화하는 양상을 표현한다. 그런데 학술 문헌이나 특허의 경우에는 그 데이터가 방대하여 인적 자원을 활용하여 트렌드를 분석하는 것이 용이하지 않다. 본 논문은 용어의 활용주기를 모델링하고, 이를 통해 학술 논문에 나타나는 기술용어 트렌드를 탐지하고 분석할 수 있는 방법을 제안한다. 제안된 기법은 다음과 같은 과정으로 구성된다. 먼저 논문 데이터에서 추출된 기술용어를 대상으로 일정 주기별 용어지배값을 측정한다. 용어지배값 획득되면 이를 기반으로 용어 활용주기를 모델링한다. 이 모델링 과정에서 활용주기의 시계열 패턴이 유사한 기술용어들은 동일 트렌드 범주로 분류한다. 본 논문의 기술용어 트렌드 분석 실험을 위해 한국과학기술정보연구원이 운영 중인 국가과학기술정보센터(NDSL) 학술 논문 데이터를 활용하였다.

Development of A System for Registration of Korean Terminology on The Electropedia

  • Moon, Bonghee
    • 한국컴퓨터정보학회논문지
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    • 제24권8호
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    • pp.105-111
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    • 2019
  • In this paper, I introduce the development of a system to register Korean standard technical terms which are corresponded with English electronical terminologies on the Electropedia of the International Electronical Committee(IEC). In 2016, this project was started with the permission of registration at the Technical Committee 1 of the $80^{th}$ IEC General Meeting in Frankfurt, Germany. The work was consisted of 3 parts, the 1st step was gathering Korean vocabularies and building a databse for the translation of English terms of International Electronical Vocabulary(IEV) into Korean terms, the 2nd step was to find correct or proper Korean term which is in accord with each English term of IEV on the Electropedia. In this step, members of Korean TC 1 worked for search proper Korean terms using developed computer programs and databases which were made of Korean electronical dictionaries. After selection of proper terms, they did the cross-checking work for Korean terms each other. The last step was to register all of these Korean terms on the Electropedia. As a result, 20,766 Korean electronical terms were registered on the Electropedia in 2017. In the future, it is needed that the definition of English technical terms are translated into Korean.

Word2Vec 학습을 통한 의미 기반 해외 유사 특허 검색 방안 (Identifying Similar Overseas Patent Using Word2Vec-Based Semantic Text Analytics)

  • 백민지;김남규
    • 한국IT서비스학회지
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    • 제17권2호
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    • pp.129-142
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    • 2018
  • Recently, the number of patent applications have been increasing rapidly every year as the importance of protecting intellectual property rights becomes more important. Patents must be inventive and have novelty. Especially, the novelty implies that the corresponding invention is not the same as the previous invention. To confirm the novelty, prior art search must be conducted before and after the application. The target of prior art search should include not only Korean patents but also foreign patents. Search of foreign patents should be supported by multilingual search techniques. However, a dictionary-based naive approach shows a limitation because some technical concepts are represented in different terms according to each nation. For example, a Korean term and a Japanese term may not be synonym even though they represent the same technical concept. In this paper, we propose a new method to map semantic similarity between technical terms in Korean patents and Japanese patents. To investigate different representations in each nation for the same technical concept, we identified and analyzed pairs of patents those are mutually connected with priority claim relationship. By performing an experiment with real-world data, we showed that our approach can reveal semantically similar technical terms in other language successfully.

주기적 정성적분석을 통한 훈련목표 제공이 남자 역도 인상기술 향상에 미치는 영향 (The Effect of snatch technique improvement for men weightlifter of feedback support through quantity analysis by periods)

  • 문영진;류중현;이순호
    • 한국운동역학회지
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    • 제14권2호
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    • pp.69-83
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    • 2004
  • The purpose of this study is searching for technical merits and demerits of each weight lifting player through qualitative motion analysis system. Moreover, It is also analysis the repeating the establishment of exercise purpose and studying for the effect of the field adaptation. The subject of this study was five male weight lifting players who have been engaged in Korean Delegation Team. The institution of exercise target was made through two times qualitative analysis and the result of studying for the effect of the field adaptation was produced before offering feedback. Moreover, two time analysis added after offering feedback. All analysis was based on 2-D visual analysis. The results of this study are as follows: 1. Maximal barbell moving speed in starting phase was decreased after offering feedback. This result implies advancement of technical skills after offering feedback. 2. From starting posture to 앉아받기, forward and backward moving distance of hip joint was decreased after offering feedback in all subjects. This result represents advancement of technical skills after offering feedback. 3. In terms of pull phase, forward and backward moving distance of hip and shoulder joint was decreased after offering feedback in all subjects. This result represents advancement of technical skills after offering feedback. 4. In terms of pull phase, the difference of horizontal value of coordinates was decreased after offering feedback in all subjects. This result represents advancement of technical skills after offering feedback. 5. In terms of pull phase, the motion range of hip joint was decreased after offering feedback in three of five subjects and this represents advancement of technical skills after offering feedback. However, the rest of them were not variable or narrow decreasing. This result represents that feedback system could not brought tremendous effects. 6. From apex point of barbell to 앉아받기, the difference of barbell height was decreased after offering feedback in three of five subjects and this represents advancement of technical skills after offering feedback. However, the rest of them weren't variable or narrow increasing. This result represents that feedback system could not brought tremendous effects. 7. In terms of last-pull phase, the angular velocity of knee joint was increased after offering feedback in four of five subjects and this represents advancement of technical skills after offering feedback. However, the rest of them, only one subject, decreased. This result represents that feedback system could not brought tremendous effects. 8. In terms of last-pull, the conversional tendency of maximal extension to flextion came out all but simultaneously without offering feedback in four of five subjects. This is well-performed technique. Only one subject, however, could not use power effectively because the fact that his maximal extension came out in serial, from ankle to knee and waist means dispersion of power. In addition to, after offering feedback, only one subject made increasing the maximal extension of knee in last-pull and this result represents advancement of skills after offering feedback. However, the rest of them could not make meaningful development after offering feedback. 9. It might be assumed that searching for technical merits and demerits of each weight lifting player through qualitative motion analysis system could improve player's skill.

Operational Experience in DB "TERMIN"

  • Shaburova, Natalya N.
    • Journal of Information Science Theory and Practice
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    • 제7권3호
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    • pp.21-30
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    • 2019
  • Information about the formation and filling (in 2014 to 2016) of a terminological dictionary on electronics and radioengineering and collective work (in 2017 to 2018) with a data bank "TERMIN" is presented in this article. In purpose of creating an instrument of navigating the modern scientific-technical space a net of terms with set semantic links is described. This set is based on the analysis of terms' definitions (each term is checked for inclusion in the definitions of all other terms; the definitions were borrowed from reputable reference editions: encyclopedias, dictionaries, reference books). The created model of a system that consists of different information sources, in which it (information) is indexed by the terminology of Russian State Rubricator of Scientific and Technical Information rubrics and/or keywords, is described. There is an access for the search in all these sources in the system. Searching inquiries are referred to in the language of these rubrics or formulated by arbitrary terms. The system is to refer to information sources and give out relevant information. In accordance with this model, semantic links of various types, which allow expanding a search at different modalities of query, should be set among data bank terms. Obtained links will have to increase semantic matching, i.e., they can provide actual understanding of the meaning of the information that is being sought.

해양시설 용어 정의 및 분류 체계에 관한 일고찰 (A Study for Definition and Classification of Offshore Units)

  • 임영섭;권도중;이창희
    • 수산해양교육연구
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    • 제29권3호
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    • pp.689-701
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    • 2017
  • In recent offshore industries, various ambiguous terms have been used without clear definition or classification, causing difficulties in legal, technical, and educational understanding and usage. For an example, the commonly used term of 'Offshore Plant' in Korea is not an universal word technically. There has been no clear technical or legal definition about the 'Offshore Plant' and its classification is also very ambiguous; sometimes it is used to refer offshore oil and gas production platform or it is used to mean offshore renewable power generation plant in some cases. To build a conceptual framework, therefore, this paper suggests a classification of offshore units (1) using internationally agreed terms, (2) agreed with the technical classification used by the ship classification society and (3) being able to include not only the current but also future concepts of offshore units.

과학기술용어(科學技術用語) 시소러스 대역(對譯) 데이터베이스 구축(構築) (A Study on Multi-Lingual Thesaurus Database Construction of Scientific and Technical Terms)

  • 김은식
    • 정보관리연구
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    • 제22권2호
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    • pp.1-28
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    • 1991
  • 본(本) 연구(硏究)는 한글 과학기술용어(科學技術用語)의 표준화(標準化)를 위한 기초자료를 마련하여 국내(國內) 과학기술(科學技術) 데이터베이스의 제작을 촉진하고, 또한 한글 전문용어(專門用語)와 이에 대응하는 영어(英語) 용어(用語) 및 일어(日語) 용어(用語)를 안내해 줌으로써 해외(海外) 데이터베이스 검색시(檢索時)에 편리한 검색(檢索) 툴로서 활용하는 데 목적(目的)이 있다. 과학기술분야(科學技術分野)에서 사용되고 있는 전문용어(專門用語)의 한글 용어, 영어(英語) 용어, 일어(日語) 용어 시소러스에 대한 대역(對譯) 데이터베이스를 구축한 것이다. 시소러스의 이론적인 배경을 고찰하였으며, 과학기술분야(科學技術分野) 전문용어(專門用語)의 수집은 일본과학기술정보(日本科學技術情報)센터가 1987년에 발행한 $\ulcorner$과학기술용어(科學技術用語) 시소러스 영일(英日) 리스트$\lrcorner$$\ulcorner$과학기술용어(科學技術用語) 시소러스 일영(日英) 리스트$\lrcorner$를 근거자료로 하여 일어(日語) 용어(用語) 및 영어(英語) 용어(用語)에 1 대(對) 1로 대응하는 한글 용어로 번역(飜譯)하였다. 과학기술용어(科學技術用語) 시소러스 대역(對譯) 데이터베이스에 수록된 한글 디스크립터는 38,318 용어, 한글 비디스크립터는 2,870용어, 영어(英語) 디스크립터는 38,318 용어, 영어(英語) 비디스크립터는 11,910 용어, 일어(日語) 디스크립터는 38,318 용어, 일어(日語) 디스크립터는 9,789 용어이다.

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정보보안에 대한 연구 트렌드 분석 (Analysis of Global Research Trend on Information Security)

  • 김원필
    • 한국정보통신학회논문지
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    • 제19권5호
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    • pp.1110-1116
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    • 2015
  • 본 논문에서는 정보보안에 대한 글로벌 연구 트렌드에 대한 분석을 다룬다. 정보를 이용하는 모든 분야에서 보안을 필요로 하기 때문에, 새롭게 생성되거나 급격하게 발전하는 분야를 발굴하는 것이 정보보안의 방향을 설정하는 것이 될 수 있다. 이에 본 연구의 목적은 정보보안과 관련한 기술들을 파악하고, 이들을 트렌드 관점에서 해석함으로써 향후를 전망해보고자 한다. 현재의 수준은 거시적 관점에서의 분석을 위한 초기 연구로써, 기술들 사이의 연도별 공기정보를 이용하여 2001년부터 2014년까지의 연관성을 측정하고, 상위 연관 기술 자체의 트렌드와 상호 비교하여 그 의미를 분석하였다. 결론적으로는 안드로이드 플랫폼, 빅데이터, 사물인터넷, 모바일 분야, 클라우드 컴퓨팅이 정보보안에 유망한 기술 분야라 할 수 있다.