• Title/Summary/Keyword: 의미 연결망 분석

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Category-based dimensional model of affective words (우리말 감성 어휘의 범주-차원 모형 - 직물 디자인의 시각적 요소와 관련하여 -)

  • 박수진;정찬섭
    • Science of Emotion and Sensibility
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    • v.2 no.1
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    • pp.77-94
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    • 1999
  • 직물 및 직물 관련 제품에서 주로 사용되는 감성 어휘들의 관계 및 구조를 분석하기 위해 잡지 및 설문 조사 과정을 통해 어휘를 수집하였다. 수집된 어휘의 빈도를 조사하고, 어휘 적절성을 평가하여 감성어라고 생각될 수 있는 어휘들만을 정리하였다. 여기서 추출된 372개의 어휘는 직물 및 직물 관련 상황에서의 감성어로 사용될 수 있을 분만 아니라 유사 분야의 감성어 모형에 대한 기본 자료로 활용될 수 있을 것이다. 어휘들 간 관계구조에 대한 분석은 몇 가지 면에서 이뤄졌다. 자유연상 과제를 실시하여 어휘들 간 관계의 연결망(network)을 확인할 수 있었다. 어휘들이 내포하고 있는 의미의 여러 측면에서 어휘들 간 관계를 파악할 수 있도록 어휘들에 대해 다차원 분석을 실시한 결과 어휘 간 관계는 3차원이면 충분히 설명될 수 있는 것으로 나타났다. 두 개의 주차원을 중심으로 어휘들의 공간 분포를 그리고 이들 어휘를 범주로 분류한 결과 대략 11개의 범주로 어휘들을 나눠볼 수 있었다.

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IoT Data Processing System Using a Public Cloud based Hadoop Cluster (Public Cloud 기반 Hadoop Cluster를 이용한 IoT 데이터 처리 시스템 설계)

  • Lee, Hwangro;Choi, Eunmi
    • Proceedings of the Korea Information Processing Society Conference
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    • 2013.11a
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    • pp.188-191
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    • 2013
  • 인간과 사물, 서비스 세 가지 분산된 환경 요소에 대해 인간의 명시적 개입 없이 상호 협력적으로 센싱, 네트워킹, 정보 처리 등 지능적 관계를 형성하는 사물 공간 연결망인 IoT(Internet of Things)에서 센싱된 정보를 처리하고 서비스하기 위한 환경을 적시적소에 배치(Depolyment) 하기 위하여 클라우드 서비스와의 연동방법에 대해 본 논문에서 연구하였다. Public Cloud환경에서 Hadoop Cluster를 구성하여 IoT 서비스에 적용할 수 있는 통합 환경을 구축하면 폭발적으로 증가하는 IoT 데이터를 저장하고 빠른 시간안에 이를 효과적으로 처리 및 분석하기 위한 시스템 구축이 가능하며 분산 저장소에 저장된 데이터를 분석하고 의미있는 지식을 발견하여 새로운 비즈니스 모델 창출에 기여할 수 있다. 본 논문에서 Public Cloud 환경에서 Hadoop Clouster를 구성하여 IoT에서 생성되는 데이터를 효과적으로 처리하고 분석할 수 있는 방법을 제안한다.

Semantic network analysis of schizophrenia through newspaper articles. (신문기사를 통해 본 조현병의 의미연결망 분석)

  • Song, Hye-Jin;Kim, Suk-Sun
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.22 no.6
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    • pp.375-384
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    • 2021
  • This study explored the change in keywords and topics in newspaper articles related to schizophrenia after the Gangnam murder case. The study examined newspaper articles related to schizophrenia for five years before and after the Gangnam murder case. A semantic network analysis was conducted using the NetMiner 4.4.1 program. 610 articles between 2013 and 2018 were retrieved from 8 national newsletters. The most frequent core keyword was 'treatment' before the murder case, but 'incidents' after the case. Four topics were identified: 'becoming chronic if missing the time of treatment due to prejudice', 'being curable with early treatment', 'living an ordinary life with medication', 'being indicted as a murderer while impaired by a mental disorder' before the murder case. After the case, four topics were identified: 'committing murder for delusions, not misogyny', 'medication non-adherence leads to more impulsive behavior', 'claiming leniency for criminals due to the mental impairment', 'killing the police who were mobilized to stop stabbing rampage'. These findings suggest that newspaper articles should provide accurate information about schizophrenia to reduce prejudice and stigma toward patients with schizophrenia and other forms of mental illness.

A Study on the News Frame of COVID-19 Vaccine through Structural Topic Modeling and Semantic Network Analysis

  • Eun-Ji Yun;Bo-Young Kang
    • Journal of the Korea Society of Computer and Information
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    • v.28 no.5
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    • pp.129-153
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    • 2023
  • This study was conducted in the context of the Covid-19 pandemic by analyzing a large amount of press report frames regarding the Covid-19 vaccine which is of great public interest, in order to explore the role and direction of trusted media as core elements of crisis communication. The study period lasted for eight months beginning in November 2020 when the development of the Covid-19 vaccine was in progress until June 2021. Set-up as research subjects were the Chosun Ilbo, Joongang Ilbo, Dong-A Ilbo and Hankyoreh according to their public confidence rankings and number of readers.The analysis method used structured topic Modeling (STM) and semantic network analysis. As a result, based on a clear cluster of word structures and a central analysis value, a total of 64 relevant frames, 16 for each news company, were gathered. In the third phase a comparative analysis of the four news companies was carried out to verify the organizational degree of the frames and substantial differences.

Keyword Network Visualization for Text Summarization and Comparative Analysis (문서 요약 및 비교분석을 위한 주제어 네트워크 가시화)

  • Kim, Kyeong-rim;Lee, Da-yeong;Cho, Hwan-Gue
    • Journal of KIISE
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    • v.44 no.2
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    • pp.139-147
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    • 2017
  • Most of the information prevailing in the Internet space consists of textual information. So one of the main topics regarding the huge document analyses that are required in the "big data" era is the development of an automated understanding system for textual data; accordingly, the automation of the keyword extraction for text summarization and abstraction is a typical research problem. But the simple listing of a few keywords is insufficient to reveal the complex semantic structures of the general texts. In this paper, a text-visualization method that constructs a graph by computing the related degrees from the selected keywords of the target text is developed; therefore, two construction models that provide the edge relation are proposed for the computing of the relation degree among keywords, as follows: influence-interval model and word- distance model. The finally visualized graph from the keyword-derived edge relation is more flexible and useful for the display of the meaning structure of the target text; furthermore, this abstract graph enables a fast and easy understanding of the target text. The authors' experiment showed that the proposed abstract-graph model is superior to the keyword list for the attainment of a semantic and comparitive understanding of text.

A Study on DQM(Distributed QoS Monitoring) based Routing Protocol (DQM 기반 라우팅 프로토콜에 대한 연구)

  • Lee, Kwang-Je;Chung, Jin-Wook
    • Proceedings of the Korea Information Processing Society Conference
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    • 2003.05b
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    • pp.1245-1248
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    • 2003
  • Ad-hoc 네트워크는 유선 인프라의 구성이나 도움 없이 이동 단말기들로만 손쉽게 통신망을 구성하여 긴급구조나 전쟁터 등에서 무선 데이터 서비스를 제공할 수 있는 무선 네트워크를 말한다. 지금까지는 이러한 무선망에서는 품질보다는 연결 자체에 큰 의미를 두어왔으나, 최근에는 Ad-hoc 릴레이 시스템과 같은 확장된 개념의 Ad-hoc 망으로 범위가 넓혀지고 있어 품질에 대한 요구 수준이 증대되고 있다. 기존 Ad-hoc 라우팅 프로토콜들은 고품질의 안정된 멀티미디어 정보 전달과 같은 사용자들의 요구를 충족시킬 수 없으므로, Ad-hoc 네트워크에서도 유선망에서와 같은 QoS 보장을 위한 기술이 부가되어야만 하며, 본 논문에서는 이상과 같은 추세에 맞춰 보다 안정적이고 품질이 보장될 수 있도록 분산형 QoS모니터링 기법이 도입된 DQM-CBRP를 제안한다. 그리고 이 DQM 기반 CBRP 라우팅 프로토콜의 적정한 운용을 위해 시뮬레이션을 수행하고 적정 운용 노드 수나 운용 범위 등을 분석한다.

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The Periodical Trend of Urban Regeneration through Mass Media - Focused on the 1920s and 1990s - (매스미디어를 통해 본 도시재생의 시대적 동향 - 1920년대~1990년대를 중심으로 -)

  • Kim, Sa-rang;Lee, Jeong
    • Journal of the Korean Institute of Landscape Architecture
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    • v.47 no.2
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    • pp.28-48
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    • 2019
  • This research is aimed at identifying the perception associated with urban regeneration and predicting policy implications of future directions by analyzing the trend of urban regeneration depicted in the mass media by utilizing SNA (Semantic-Network Analysis) techniques. As the number of articles has increased, it is noted through analysis that the interrelationships between social phenomena and issues have combined to form the meaning of urban regeneration. Overall, 'urban' and 'regeneration' keywords also appeared at different periods, with 'urban' closely related to 'regeneration' starting in 1970 when urbanization was becoming more prevalent. It was analyzed that the frequency of 'urban' appeared more frequently in the early 1990s, while the frequency of 'rural' decreased sharply. Until the 1990s, the slums and the recession that appeared as side effects of urban problem-solving policies were mostly concentrated in cities. Policy discussions were conducted with the goal of improving the physical environment of cities rather than concentrating on the surrounding rural areas. The distributions of the keywords 'development' and 'regeneration' have increased quantitatively since the 1970s, and urban polarization has exploded due to the development of the external growth of cities, mirroring the trend of accelerated environmental threats. In particular, the keywords for 'regeneration' emerged mainly related to environmental problems, which led to the need for urban regeneration, and environmentally and ecologically friendly development. The emergence of "urban," "regeneration" and "environment" as keywords having to do with urban regeneration grew in the 1990s. This suggests that urban regeneration is now linked to "environment", as that has become a social issue.

Global Citizenship Education in the Primary Geography Curriculum of the Republic of Korea: Content Analysis Focusing on the Semantic Structure of 2009 Revised School Curriculum (초등지리 교육과정에 반영된 세계시민교육 관련 요소의 구조적 특성에 관한 연구: 2009 개정 교육과정 성취기준에 대한 내용분석을 중심으로)

  • Lee, Dong-Min
    • Journal of the Korean Geographical Society
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    • v.49 no.6
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    • pp.949-969
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    • 2014
  • The purpose of this study is to analyze the share of global citizenship education in the 2009 Revised Social Studies (geography area) School Curriculum of the Republic of Korea. I selected the achievement standards of the geography domain in the fifth and sixth grades as the subjects of analysis. The chosen subjects were examined using content analysis: I used KrKwic, a Korean language content analysis tool, to analyze the content and drew a semantic network of the analysis results using UciNet/NetDraw. I found that the geography domain of the 2009 Revised Primary School Curriculum included the concepts of and factors of global citizenship education. However, global citizenship education did not account for a major portion of the curriculum, and the curriculum achievement standards were noticeably nation-state centered. Global citizenship education factors were not closely associated with to other related factors in fact, they even revealed a isolated pattern. These findings suggest that the inclusion of global citizenship education in primary geography education is limited, because the connections between global citizenship education and related contents, such as the environment, sustainable development, conflict, and cooperation, are probably impeded. Globalization accompanies the transformation of territories, identities, and the relations between nation-states and the world, although nation-states continue to play a significant role in the globalized worlds. Therefore global citizenship education, a educational trend focusing on the global community, is particularly important and is required in the geography curriculum of the global era. I expect that the examination undertaken in this study to contribute to future curriculum revisions regarding globalizatin and global citizenship.

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Why Are People Wearing Masks When They Are Relieved of Their Obligation? -Choosing Under Uncertainty by News Big Data Analysis (착용 의무 해제에도 마스크를 쓰는 이유 -뉴스 빅데이터 분석으로 확인한 불확실성하의 선택)

  • Ki-Ryang Seo;SangKhee Lee
    • The Journal of the Convergence on Culture Technology
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    • v.9 no.4
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    • pp.113-119
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    • 2023
  • Despite the lifting of the mandatory wearing of masks, which was the main tool of the COVID-19 quarantine policy, we paid attention to the fact that some people are still wearing masks, and we wanted to clarify why people do not take off their masks. Through a survey in this regard, we were able to ascertain why some people continue to wear masks in a broader context. In this article, we directly and indirectly confirm the hidden side of citizens' continued wearing of masks by analyzing how the lifting of the mask-wearing obligation was reported in media articles that have a significant impact on citizens' behavior and attitude. Through this, it was confirmed that citizens continue to wear masks to protect themselves in an uncertain situation where the COVID-19 endemic has not been declared, despite the quarantine authorities' announcement of lifting the mandatory wearing. In a situation where crises such as COVID-19 are expected to repeat frequently in the future, it was concluded that it is important to build trust in the quarantine authorities.

Network Structure Analysis of Transshipments using Domestic Container Ports (국내 컨테이너항만을 이용한 환적화물의 네트워크 구조적 분석)

  • Yang, Yun-Ok;Kim, Yul-Seong;Shin, Chang-Hoon
    • Proceedings of the Korean Institute of Navigation and Port Research Conference
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    • 2013.06a
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    • pp.81-82
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    • 2013
  • Port of competition in the domestic market share of a particular port is gradually lowered. This is growing influence of external factors in accordance with changes in the market environment and the open economy. This liquidity factors have difficulties to explain. Using real-time data to identify network effects, means for establishing practical measures will have.

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