• Title/Summary/Keyword: 커뮤니티 발견

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Technology Mining and Sentiment Analysis on Hydrogen Fuel Cell Using National R&D and Social Data (국가R&D와 소셜 데이터를 활용한 수소연료전지 기술마이닝과 감성분석)

  • Lee, Byeong-Hee;Choi, Jung-Woo;Kim, Tae-Hyun
    • Proceedings of the Korea Information Processing Society Conference
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    • 2022.11a
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    • pp.341-343
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    • 2022
  • 온실가스 배출 문제가 세계적인 현안으로 부각되면서 수소를 에너지원으로 사용하는 수소경제가 주목받고 있다. 수소연료전지는 수소경제의 구성요소 중 하나로, 수소를 활용해 열과 전기를 생산하며 에너지 변환 효율이 높이는데 장점이 있다. 본 연구는 세계적인 온라인 커뮤니티인 레딧(Reddit)에서 수집한 수소연료전지와 관련된 소셜 데이터를 텍스트마이닝과 감성분석 기법으로 분석하였다. 분석 결과 9,211건의 댓글을 LDA(Latent Dirichlet Allocation)을 이용해 4개의 토픽 그룹으로 분류할 수 있었다. 이 중 수소연료전지와 관련이 높은 그룹을 선정해 STM(Structural Topic Model) 분석으로 10개 토픽을 추출하였고, 기후 환경, 수소 산업, 수소 차와 관련 있는 토픽 3개를 발견할 수 있었다. 이 연구 결과를 통해 수소연료전지의 세계적으로 실제적인 내용을 빠르고 효과적으로 파악하여 수소연료전지에 대한 예측하고, 우리나라의 수소연료전지 관련 국가R&D의 정책적 방향을 제시하고자 한다.

Delivery Service Demand Analysis Using Social Network Analysis (SNA) (소셜 네트워크 분석(SNA)을 활용한 택배 서비스 수요 분석)

  • Kyungeun Oh;Sulim Kim;HanByeol Stella Choi;Heeseok Lee
    • Information Systems Review
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    • v.24 no.4
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    • pp.1-22
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    • 2022
  • The transition to a non-face-to-face consumer society has rapidly occurred since Covid-19. The need for a subdivided urban logistics policy centered on courier delivery, a life-friendly last-mile logistics service, has been raised. This study proposes a SNS-based method that can analyze the demand relationship by region and product, respectively. We extend the market basket network (MBN) and co-purchased product network (CPN), find product category patterns, and confirm regional differences by using delivery order data. Our results imply that SNA analysis can be effectively applied to inventory distribution or product (SKU) selection strategies in urban logistics.

A Study on the Direction Future of Cataloging Education (차세대 목록 교육의 방향성에 관한 연구)

  • Cho, Jane
    • Journal of Korean Library and Information Science Society
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    • v.41 no.2
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    • pp.127-145
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    • 2010
  • Outsourcing, importing of publishing metadata and revitalizing copy cataloging have reduced importance of traditional cataloging. Request of interoperability between other communities and business integration of related system also have changed the meaning of library catalog. Furthermore, newly declared principle and rules are totally different to existing AACR, MARC, measures to cataloging education for next generation seems to be urgently needed. In this study, firstly put together a series of discussion about future cataloging and new role of cataloging librarian, and secondly basis on it, suggest direction of cataloging education course which divided two sectors. One is for students who are undergraduated, and another is for current cataloger at working level. In basic training, it should contain principle of knowledge organization and diverse resources and its relationship, encoding scheme and its practice. The other hand, in re-education training, it should include that re-recognition about new concept of bibliographic world, changing vocabulary and encoding scheme, furthermore metadata scheme about diverse resources which library have accepted, and its integration.

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A Stakeholder Analysis for Understanding Barriers to Resource Sharing (대학도서관의 자원공유의 장벽에 대한 이해관계자 분석)

  • Shim, Won-Sik
    • Journal of the Korean BIBLIA Society for library and Information Science
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    • v.21 no.2
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    • pp.129-143
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    • 2010
  • There is a recognition that traditional resource sharing methods such as interlibrary lending and document delivery are now inadequate to meet user needs in the increasingly networked environment. The current study identifies barriers to resource sharing and provides analysis of stakeholders engaged in resource sharing. Focused interviews with six professional librarians were also carried out to seek out deeper understanding of perceptions of barriers among librarians. Results show that the size of the library was not necessarily result in active resource sharing. There was a wide gap among librarians in terms of their attitudinal and organizational orientations towards resource sharing. Barriers specifically identified in the study include the narrowly defined notion among librarians of what constitutes research and the untested fear of swamping where there is an imbalance of collections. Overall, while resource sharing is recognized as an integral part of library services, it seriously lacks funding and staff. The study recommends earnest efforts to build librarians' community to invigorate resource sharing among libraries.

The Study of the Correlation Between Image and Text in the Present Cultural Conditions (문화현상에 따른 그림과 글의 소통과 변화 현상)

  • Lee Soon-Goo
    • Proceedings of the Korea Contents Association Conference
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    • 2005.11a
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    • pp.105-110
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    • 2005
  • Painting and writing are exceedingly different in the way they are visually express. However, if one were to trace the roots of both painting and writing, one would discover the two have the same origins. At one time, both painting and writing fulfilled the function portraying mutual or reciprocal messages to the masses. On the other hand, after the time of medieval manuscript and typography, they were separated completely into image and text. Today, the images are interpreted into the text. Meanwhile, the text better communicates its ideas to the masses through additional support of the simultaneous image. The joint use of the shaping of mutual exchanges between literature and visual art is being enlivened between scholars through their tendency to converse or communicate through the media. Moreover, the visual configuration and characters that strike into the new media are one of the various uses and the significantly important methods of deliberative communication that are necessary for hypertext functioning. In the following text, I will expande and develope the historical communication scheme and the process of modification of painting and writing, lead the origination of modern new-pictograph.

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An Interpretative Phenomenological Analysis on University Members' Information Needs and Behaviors (대학구성원의 정보요구 및 행위에 대한 해석현상학적 연구)

  • Min, Yoonkyung;Kim, Giyeong;Lee, Jee Yeon;Kim, Hyeyoung;Seo, Jung Sun;Lee, Go Eun;Lee, Na Ri;Jung, Minji;Chae, Hyun Soo
    • Journal of the Korean Society for Library and Information Science
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    • v.54 no.2
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    • pp.269-297
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    • 2020
  • This study aims to understand the information needs and behaviors of university members given the societal shifts incited by the fourth industrial revolution as well as the changes in university research and education. We first conducted several in-depth interviews with diverse university members, and then adopted interpretative phenomenological analysis(IPA) to search the university members' information needs and behaviors including the contexts for such needs. The interviewees demonstrated more complex and convergent information needs than traditional information needs. They had very individualized information needs according their particular situations and took integrated problem-solving methods through their personal networks and/or making their own communities. When the interviewees' information needs were not satisfied by libraries, they tended to show low awareness of the libraries.

Generation of Dynamic Sub-groups for Social Networks Analysis (소셜 네트워크 분석을 위한 동적 하위 그룹 생성)

  • Lee, Hyunjin
    • Journal of Digital Contents Society
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    • v.14 no.1
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    • pp.41-50
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    • 2013
  • Social network analysis use the n nodes with l connections. About dozens or hundreds number of nodes are reasonable for social network analysis to the entire data. Beyond such number of nodes it will be difficult to analyze entire data. Therefore, it is necessary to separate the whole social networks, a method that can be used at this time is Clustering. You will be able to easily perform the analysis of the features of social networks and the relationships between nodes, if sub-group consists of all the nodes by Clustering. Clustering algorithm needs the interaction with the user and computer because it is need to pre-set the number of sub-groups. Sub-groups generated like this can not be guaranteed optimal results. In this paper, we propose dynamic sub-groups creating method using the external community association. We compared with previous studies by the number of sub-groups and sub-groups purity standards. Experimental results show the excellence of the proposed method.

Analysis of Big Data Visualization Technology Based on Patent Analysis (특허분석을 통한 빅 데이터의 시각화 기술 분석)

  • Rho, Seungmin;Choi, YongSoo
    • Journal of the Institute of Electronics and Information Engineers
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    • v.51 no.7
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    • pp.149-154
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    • 2014
  • Modern data computing developments have led to big improvements in graphic capabilities and there are many new possibilities for data displays. The visualization has proven effective for not only presenting essential information in vast amounts of data but also driving complex analyses. Big-data analytics and discovery present new research opportunities to the computer graphics and visualization community. In this paper, we discuss the patent analysis of big data visualization technology development in major countries. Especially, we analyzed 160 patent applications and registered patents in four countries on November 2012. According to the result of analysis provided by this paper, the text clustering analysis and 2D visualization are important and urgent development is needed to be oriented. In particular, due to the increase of use of smart devices and social networks in domestic, the development of three-dimensional visualization for Big Data can be seen very urgent.

Characteristic Classification and Correlational Analysis of Source-level Vulnerabilities in Linux Kernel (소스 레벨 리눅스 커널 취약점에 대한 특성 분류 및 상관성 분석)

  • Ko Kwangsun;Jang In-Sook;Kang Yong-hyeog;Lee Jin-Seok;Eom Young Ik
    • Journal of the Korea Institute of Information Security & Cryptology
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    • v.15 no.3
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    • pp.91-101
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    • 2005
  • Although the studies on the analysis and classification of source-level vulnerabilities in operating systems are not direct and positive solutions to the exploits with which the host systems are attacked, It is important in that those studies can give elementary technologies in the development of security mechanisms. But, whereas Linux systems are widely used in Internet and intra-net environments recently, the information on the basic and fundamental vulnerabilities inherent in Linux systems has not been studied enough. In this paper, we propose characteristic classification and correlational analyses on the source-level vulnerabilities in Linux kernel that are opened to the public and listed in the SecurityFocus site for 6 years from 1999 to 2004. This study may contribute to expect the types of attacks, analyze the characteristics of the attacks abusing vulnerabilities, and verify the modules of the kernel that have critical vulnerabilities.

Classification of fun elements in metaverse content (메타버스 콘텐츠의 재미 요소 분류)

  • Lee, Jun-Suk;Rhee, Dea-Woong
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.26 no.8
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    • pp.1148-1157
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    • 2022
  • In 2019, COVID-19 changed many people's lives. Among them, metaverse supports non-face-to-face services through various methods, replacing daily tasks. This phenomenon was created and formed like a culture due to the prolonged COVID-19. In this paper, the fun elements used in the existing game were organized to find out the fun factors of the metaverse, and the items and contents were reclassified according to the metaverse with five experts. Classification was classified using reproducibility, sensory fun [graphic, auditory, text, manipulation, empathy, play, perspective], challenging fun [absorbedness, challenging, discovery, thrill, reward, problem-solving], imaginative fun [new story, love, freedom, agency, expectation, change], social fun[rules, competition, social behavior, status, cooperation, participation, exchange, belonging, currency transaction], interactive fun[decision making, communication sharing, hardware, empathy, nurturing, autonomy], realistic fun[sense of unity in reality, easy of learning, adaptation, intellectual problems solving, pattern recognition, sense of reality, community], and creative fun[application, creation, customizing, virtual world].