• Title/Summary/Keyword: 분야별 분류

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Article Analytic and Summarizing Algorithm by facilitating TF-IDF based on k-means (TF-IDF를 활용한 k-means 기반의 효율적인 대용량 기사 처리 및 요약 알고리즘)

  • Jang, Minseo;OH, Sujin;Kim, Ung-Mo
    • Proceedings of the Korea Information Processing Society Conference
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    • 2018.05a
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    • pp.271-274
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    • 2018
  • 본 논문에서는 뉴스기사 데이터를 활용하여 대규모 뉴스기사를 소주제로 분류하는 군집 분석 방법을 제안한다. 또한, 분류된 뉴스기사를 사용자가 빠르게 이해하고 접할 수 있도록 핵심 문장을 추출하여 제공하는 방법을 제안한다. 분석 데이터는 포털 사이트 점유율 1위인 네이버의 경제 분야 뉴스기사를 크롤링하여 수집한다. 뉴스기사의 분석을 위해 전 처리를 통해 특수문자, 조사, 어미, 구두점 등의 불 용어 처리를 수행한다. 또한, k-means 알고리즘을 이용하여 대용량의 뉴스기사를 주제 별로 분류하는 것을 진행하며 그것을 토대로 핵심 문장을 추출한다. 추출된 핵심 문장은 분류된 뉴스기사의 주제를 나타내며 사용자에게 빠르게 정보를 전달하기 위해 활용한다. 본 논문의 연구 내용이 여러 언론사 사이트에 반영되면 사이트 품질과 사용자 만족도 향상에 기여할 수 있을 것으로 보인다.

Pose Estimation Techniques for Humanoid Characters in FPS Gaming Environments (인간 캐릭터 포즈 식별: FPS 게임에서의 포즈 추정 기법)

  • Youjung Han;Minseop Lee;Minsu Cha;Jiyoung Woo
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2024.01a
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    • pp.29-30
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    • 2024
  • 본 논문은 Krafton의 PUBG: BATTLEGROUNDS 게임에서 플레이어 분류를 목표로 하며, 포즈 추정기술을 사용하여 일반 플레이어와 봇을 구분한다. 이는 게임에서 직접 수집한 비디오 데이터를 기반으로 하며, 다음과 같은 두 가지 접근 방식을 제안한다. 첫 번째 방법은 동작 시퀀스 분석을 통해, 사용자의 특정동작 패턴을 식별하고 로지스틱 회귀 모델을 활용해 사용자 유형을 분류한다. 두 번째 방법은 YOLO-pose 모델을 사용하여 비디오 데이터에서 키포인트를 추출하고, 이를 LSTM 모델에 적용하여 프레임별로 사용자의 유형을 분류한다. 이러한 이중 접근 방식은 게임의 공정성과 사용자 경험을 향상시키는 새로운 도구를 제공하며, 보다 안전한 게임 환경에 기여할 수 있다. 이 연구는 게임 산업뿐만 아니라 보안 및 모니터링 분야에서도 동작 분석에 대한 혁신적인 접근 방식으로 활용될 잠재력을 가지고 있다.

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An Empirical Study on the Evaluation of Supplier Selection Factors according to the Product Standardization - Focused on the Stationery and Office Machine Suppliers - (제품 표준화 수준에 따른 공급업체 선정 요인별 중요도 평가에 관한 실증적 연구 - 사무용품 및 사무기기 공급업체를 대상으로 -)

  • Kim, Shin-Joong;Lee, Jung-Sae
    • Journal of the Korea Society of Computer and Information
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    • v.13 no.1
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    • pp.261-272
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    • 2008
  • The primary research objects of this study is to evaluate an importance of supplier selection factors as an index according the level of product standardization and to present the evaluation model for supplier selection. For this purpose, this study adopts the AHP method to calculate the importance of supplier selection factors. In this study 16 factors which affect on the supplier selection decision making are classified into three factors-product supply related factor, product related factor, management ability related factor. Results also indicate that standardized products are much more dealt by means of on-line compare to customized products. It means the buyer opportunities is potentially an increase in the amount of current supplier re-evaluation, which may lead to new suppliers being considered more often.

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An Analysis of Patent Co-Classification Network for Exploring Core Technologies of Firms: An Application to the Foldable Display Sector (기업별 핵심기술 탐색을 위한 특허의 동시분류 네트워크 분석: 폴더블 디스플레이 분야에 대한 적용)

  • Yun, Namshik;Ji, Ilyong
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.20 no.4
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    • pp.382-390
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    • 2019
  • As there is severe competition in the global foldable display market, strategic technology planning is required. Patent analysis as a tool for technology planning has frequently been used due to data characteristics such as openness, formality, and detailed information. However, traditional patent analysis has various limitations such as quantitative approaches are limited in evaluating contents of patents and identifying core technologies of firms as they rely on number of patents, and qualitative approaches have time and cost problems as researchers have to investigate each patent on a case-by-case basis. In this research, we analyze core technologies of firms in the foldable display sector analyzing patent co-classification Network. Results show that the number of patent applications has rapidly increased since 2014, and 92% of these patents are held by two panel manufacturers, SDC and LGD, and two device manufacturers, SEC and LGE. Network analysis shows that the two panel manufacturers' core technologies are similar and two device manufacturers are notably different. This research provides implications to the sector. Moreover, this study provides unique results drawn from co-classification network analysis, and therefore, our research suggests patent co-classification analysis as an effective tool for technology planning.

History and Present Status of the Information and Communication R&D Program in Korea (정보통신분야 연구개발사업의 변천과정 및 추진현황)

  • Lee, Chan-Gu
    • Electronics and Telecommunications Trends
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    • v.12 no.6 s.48
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    • pp.110-121
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    • 1997
  • 정보통신연구개발사업은 정부연구개발사업 전체에서 차지하는 비중이 작지 않음에도 불구하고, 이에 대한 연구는 매우 미흡하여 사업의 변천과정이나 추진현황과 같은 기본적인 사항조차도 부정확하게 알려져 있는 실정이다. 이에 따라 본 연구는 1977년 이래에 수행된 정보통신 분야의 연구개발사업의 변천과정을 시대별과 재원별로 구분하여 분석하고, "정보통신연구개발사업"으로 통합된 1993년 이후에는 공공출연 연구개발사업과 정보화촉진기금 융자 연구개발사업의 2개 사업으로 분류하여 추진현황을 분석하였다. 이러한 분석결과를 통해 본 연구는 정보통신연구개발사업에 대한 기존 연구의 일부 오류를 시정함은 물론 관련 정책결정자나 사업관리자들에게 유용한 기초자료를 제공할 수 있을 것으로 기대된다.

Public Outreach of Science with Big History

  • Kim, Gahye;Kim, Sungsoo S.
    • The Bulletin of The Korean Astronomical Society
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    • v.39 no.2
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    • pp.72.2-72.2
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    • 2014
  • 빅 히스토리(거대사)는 빅뱅부터 생명과 인류의 등장, 그리고 문명에 이르기까지 인문학과 자연과학을 모두 아우르는 융합 학문분야로, 최근 들어 중등 및 고등 교육기관 교육자들의 관심을 차츰 받고 있는 분야이다. 미국에서는 현재 빌 게이츠의 지원 아래 '빅 히스토리 프로젝트'를 운영하며 중등학교 교사들이 이용할 수 있는 자료를 구축하고 제공하는 등 활발한 교육 및 연구가 이루어지고 있지만, 아직 우리나라에서는 관련 연구가 교육이 활발히 이루어지고 있지는 않다. 이번 연구에서 우리는 1) 빅 히스토리 프로젝트, 2) 새로운 모습으로 올해 소개된 다큐멘터리 '코스모스', 3) 빅 히스토리 관련 서적들의 콘텐츠를 정리하고, 이들을 시대별, 주제별, 그리고 소주제별로 분류하여 얼마나 다양한 방법으로 접근할 수 있는지 보일 것이다. 향후에는 이 콘텐츠를 대학의 교양교육과정에서 어떻게 이용할 수 있는지를 제시하는 것이 목표이다.

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A Study on the Characteristics of Articles in Survey Methodology ($\ll$조사방법론$\gg$에 게재된 논문들의 성격과 경향)

  • 김규성;이기재
    • Survey Research
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    • v.2 no.2
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    • pp.17-26
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    • 2001
  • We broadly review the whole articles in Survey Methodology published by Statistics Canada. By the classification of subject and application area as well as years. we find some features the articles. In addition. we classify them according to the sort of data analyzed in the article and investigate how does use data.

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Derivation of Data Demand through Analysis of Agreed Terms and Conditions on Environmental Impact Assessment - Focusing on the Water Environment - (환경영향평가 협의 내용 분석을 통한 데이터 수요 도출방안 - 수환경 분야를 중심으로 -)

  • Jinhoo Hwang;Yoonji Kim;Seong Woo Jeon;Yuyoung Choi;Hyun Chan Sung
    • Journal of Environmental Impact Assessment
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    • v.32 no.1
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    • pp.29-40
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    • 2023
  • The need for improvement is raised due to limitations with environmental impact assessment, and the importance for data-based environmental impact assessment is increasing. In this study, data demand was derived by analyzing Agreed Terms and Conditions in the Water Environment field (Water Quality, Hydraulic & Hydrologic Conditions, and Marine Environment) of environmental impact assessment. Agreed Terms and Conditions on environmental impact assessment in the water environment field were classified and categorized by environmental impact assessment stage (addition to status survey, impact prediction and evaluation, establishment of reduction measures, post-environmental impact survey), and data demand for each type of consultation opinion was linked. As a result of the categorization of Agreed Terms and Conditions, it was classified into 18 types in the water quality, 15 types in the hydraulic & hydrologic conditions, and 17 types in the marine environment. As a result of linking data demand, the total number of data demand was 236 in the water quality, 98 in the hydraulic & hydrologic conditions, and 73 in the marine environment. The highest number of Agreed Terms and Conditions and data demands were found in the water quality for the evaluation item and establishment of reduction measures, specifically establishment of non-point source pollution reduction measures, for the stage. The numbers were judged to be linked to the relative importance of the items and the primary purpose of environmental impact assessment. The derivation of data demand through the analysis of Agreed Terms and Conditions in the environmental impact assessment can contribute to the advancement of the preparation of environmental impact assessment reports and is expected to increase data utilization by various decision-makers by establishing a systematic database.

Classification of submitted KSNMT dissertation (대한핵의학기술학회 투고 논문 분류)

  • Han, Dong-Chan;Lee, Hyuk;Hong, Gun-Chul;Ahn, Byeong-Ho;Choi, Seong-Wook
    • The Korean Journal of Nuclear Medicine Technology
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    • v.21 no.1
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    • pp.65-69
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    • 2017
  • Purpose KSNMT(Korea Society of Nuclear Medicine Technology) stepping first step in 1997, has published first journal related with nuclear medicine technology in 1985. With classifying In Vivo Session Dissertation reported in the entire journal, trend of the Dissertation will be studied. Materials and Methods Dissertations which published from 1985 to first half of 2016 in the journal are classified with presentation form and with scanner, And all the data is organized with Excel program. Through the data, the number of dissertations published in each year, the number of dissertation published in details, and keyword distributions in each period are analyzed. Results The number of In-vivo section dissertations was 1151 and the number of In-vivo section dissertations that have common subject with In-vitro section was 28. The number of In-vivo section dissertation in 1980s was 46, in 1990s was 149, in 2000 was 467 and from 2010 to the first half of 2016 was 517. The number of dissertation with original articles was 571, with abstract was 529, with symposium was 31, with special lecture was 25, with review was 11, with interesting image was 7, with poster was 3 and with case report was 2. With symposium and special lecture excluded, which count 56, the number of dissertation with PET was 319, with Planar was 302, with SPECT was 172, with radiopharmaceutical was 113, with guard and safety management 103, with BMD was 28, etc. was 86. The number of dissertation about oncology was 201, about scanner was 179, about cardiovascular and circulatory system was 102, about safe environment was 82, about musculoskeletal system was 76, about nervous nuclear medicine was 66, about quality assurance was 61, about genitourinary system was 56, about endocrine system was 49, about digestive system was 44, about Therapy, about industrial safety was 24, about molecular imaging was 15, infection and inflammation was 9, about respiratory system was 8 and etc. was 108. The mostly used keyword through 1999 to 2005 was PET and through 2006 to 2016 was PET/CT. Conclusion To encourage various dissertations to be submitted, Korea Society of Nuclear Medicine should analyze date about not only about dissertations that are already published, but also about various research materials. Moreover, Korea Society of Nuclear Medicine also have to provide technical support such as sharing big data from homepage and systematical support to its member to publish dissertation that has high impact factor. It is important each individual researcher to have continuing effort as well as each organization cooperation.

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Research Trends of Information Literacy Instruction in the Library and Information Science Field (문헌정보학 분야 정보활용교육에 관한 연구 동향)

  • Kim, Soojung
    • Journal of the Korean BIBLIA Society for library and Information Science
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    • v.26 no.3
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    • pp.207-239
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    • 2015
  • The purpose of the study is to review research trends of information literacy instruction by analyzing 118 journal articles published in the library and information science field in Korea. The study first categorized the literature by year, journal title, type of library, type of researcher, and topic. Then, it analyzed the contents of the literature by 8 sub-topics. The study found that in terms of types of libraries, school libraries were the most frequently studied, and in terms of topics, program development. Research about public libraries was scarce. Based on the findings, the study proposed future directions of research in the information literacy instruction area.