• Title/Summary/Keyword: 뉴스 기사

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Analyzing Online News Media Coverage of Depression (우울증에 관한 언론 보도 분석: 온라인 뉴스 미디어를 중심으로)

  • Roh, Soojin;Yoon, Youngmin
    • Korean journal of communication and information
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    • v.61
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    • pp.5-27
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    • 2013
  • Media coverage of depression, the mental disorder, is on the high rise following the soaring number of reported celebrity suicide. This study is an exploratory attempt to get a glance on how online news media are portraying depression. The content analysis results indicate that celebrity was the most cited source, outnumbering the others such as non-celebrity patients and experts. More than half of the sample attributed the cause of depression to socio-psychological factors. Medical consultation was the most reported means of treating depression among the sample, while over the half did not suggest any treatment methods at all. Overall, celebrity related news were less likely to talk about the cause and treatment methods. In addition, the more neuro-biological factors were designated as the main cause of depression in the articles, the more chances of treatment method of all kinds were brought up. The frame of human interest dominated a little less than half of the articles examined, and only few reported positive outcome or achievements after coping with depression.

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국제동향 - 일본의 2008 파렛트 업계 동향

  • 한국파렛트컨테이너협회
    • Pallet News
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    • s.50
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    • pp.21-23
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    • 2008
  • 본 기사는 일본의 일간목재신문 6월5일자 / 6월12일자에 기재된 내용으로 일본파렛트협회에서 2008년 통상총회 개최 내용과 2008년도 사업계획 발표 내용을 담고 있다. 본 기사를 통하여 일본의 파렛트 업계 동향을 살펴보자.

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Sentiment Analysis of News Based on Generative AI and Real Estate Price Prediction: Application of LSTM and VAR Models (생성 AI기반 뉴스 감성 분석과 부동산 가격 예측: LSTM과 VAR모델의 적용)

  • Sua Kim;Mi Ju Kwon;Hyon Hee Kim
    • The Transactions of the Korea Information Processing Society
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    • v.13 no.5
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    • pp.209-216
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    • 2024
  • Real estate market prices are determined by various factors, including macroeconomic variables, as well as the influence of a variety of unstructured text data such as news articles and social media. News articles are a crucial factor in predicting real estate transaction prices as they reflect the economic sentiment of the public. This study utilizes sentiment analysis on news articles to generate a News Sentiment Index score, which is then seamlessly integrated into a real estate price prediction model. To calculate the sentiment index, the content of the articles is first summarized. Then, using AI, the summaries are categorized into positive, negative, and neutral sentiments, and a total score is calculated. This score is then applied to the real estate price prediction model. The models used for real estate price prediction include the Multi-head attention LSTM model and the Vector Auto Regression model. The LSTM prediction model, without applying the News Sentiment Index (NSI), showed Root Mean Square Error (RMSE) values of 0.60, 0.872, and 1.117 for the 1-month, 2-month, and 3-month forecasts, respectively. With the NSI applied, the RMSE values were reduced to 0.40, 0.724, and 1.03 for the same forecast periods. Similarly, the VAR prediction model without the NSI showed RMSE values of 1.6484, 0.6254, and 0.9220 for the 1-month, 2-month, and 3-month forecasts, respectively, while applying the NSI led to RMSE values of 1.1315, 0.3413, and 1.6227 for these periods. These results demonstrate the effectiveness of the proposed model in predicting apartment transaction price index and its ability to forecast real estate market price fluctuations that reflect socio-economic trends.

Comparison of News Frames between National Newspapers and Local Newspapers about Selecting a Site of National Project (국책사업입지선정 관련 중앙·지역신문 간 기사프레임 비교)

  • Lee, Seong-Neung
    • The Journal of the Korea Contents Association
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    • v.11 no.8
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    • pp.488-498
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    • 2011
  • This study is an analysis of how national newspapers and local newspapers frame news contents over selecting of the site of International science-business belt. The results of analysis are as follows. First, in national newspapers, 'incompetent government frame' to criticize inconsistent policies and 'relapse prevention frame' were most commonly found. Second, newspapers in the region chosen as the site of an International Science-business belt and newspapers in the region not chosen showed a severe contrast in news frames. Most of news frames in the region chosen as the site of an International science-business belt were 'development frame' and 'performance frame'. On the other hand, newspapers in the region not chosen produced 'incompetent government frame' and 'protest frame' more than others. Finally, local newspapers in the area not related with the site of an International Science-business belt did not even deal with such an articles. These results show that to win large-scale national projects such as PIMFI facilities, local governments have been too much competitive and connected to a conflict.

ChungbukN: An User Location based News Retrieval System (충북N:사용자 위치 기반 뉴스 검색 시스템)

  • Kwon, Sun-Ock;Jeong, Ji-Seong;Kim, Ji-Hoon;Kim, Hee-Ran;Yoo, Kwan-Hee
    • The Journal of the Korea Contents Association
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    • v.12 no.12
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    • pp.524-532
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    • 2012
  • According to increasing in number of smart phone subscribers to offer the convenience of users, wide range of applications in various fields have emerged. Recently, a lot of applications are being developed to provide a way of receiving information according to the user's current location. Also, the news seems difficult to provide the necessary information among the numerous data. Especially, it is difficult to find the news that associated with the region. There are many applications that provide news, but there is no system to provide news information according to the user's location information in domestic, so users not receive the news of the region. In this paper, we propose a news retrieval application which provides users with news around by using the location information of smart phone users. Because this system provides news of the region, it has the advantage to obtain the around information easily. The proposed system, whose name is 'ChungbukN', provides news that receives data at chungbuk comprehensive daily newspaper 'Daily Chungbuk'.

Comparison of Industrial Mathematics Issues between Korea and the US Using Topic Modeling (토픽모델링을 활용한 한국과 미국의 산업수학 이슈 비교)

  • Kim, Sung-Yeun
    • The Journal of the Korea Contents Association
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    • v.22 no.7
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    • pp.30-45
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    • 2022
  • This study explored the issues of industrial mathematics in online news articles and online forums in Korea and the US by using text mining and compared the results. Text data about industrial mathematics were collected from news articles of Naver, a major portal site, and postings and replies on Clien as resources of Korea, and from news articles by the New York Times and CNN as well as postings and replies on Reddit as resources of the US. Structural topic modeling analyses were performed, the major results of which were as follows. First, news articles in Korea mainly dealt with the necessity of industrial mathematics and government support. On the contrary, the news articles in the US focused more on various fields where industrial mathematics fields were utilized. Second, in Korea, the same number of issues with different topics were discussed in news articles and online forums, whereas in the US more issues were covered in news articles than in online forums. It was suggested academic implications for researchers and practical implications for the government for settling industrial mathematics in Korea.

An Analysis on the Newspaper's Layout of the News Stand in NAVER -Focusing on the Websites of 10 dependent Online Newspapers (네이버 뉴스스탠드의 신문지면에 대한 비교분석 -10개 종속형 온라인 신문의 홈페이지를 중심으로)

  • Park, Kwang Soon
    • Journal of Digital Convergence
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    • v.16 no.9
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    • pp.365-374
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    • 2018
  • This study aims at understanding the components of on-line newspaper and how each newspaper's layout configuration is differentiated through the analysis on the websites of 10 general daily newspapers in the news stand of NAVER. The collection of data was implemented twice, and One-Way ANOVA was used as an analyzing way. The content of the analysis was carried out based on the types of visual images, the number of photo-based articles and title-based articles, the size of image for the main story, etc. As a result of analysis, the rate of news articles with the audios, videos, cards and slides differentiated from paper-based newspaper was low, and also the news articles using the informative graphics and the graphic sources were very small in number. As a whole, the newspapers in the news stand of NAVER showed that they attempt to make a distinction of their newspaper layout by using a variety of editorial techniques. The significance of this paper is to offer a basic clue to the editing formation to promote the news consumption of newspapers. Under the circumstance that the ecology of media is rapidly being reformed by new media technology, the continuous study of how the newspaper layout should be changed will be needed.

An Adaptive Information Filtering Agent based on User′s Combined Behaviors (사용자의 결합된 행동을 이용한 적응형 정보여과 에이전트)

  • 송용수;홍언주;오경환
    • Proceedings of the Korean Information Science Society Conference
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    • 2002.04b
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    • pp.268-270
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    • 2002
  • 본 논문에서는 온라인 뉴스 기사를 여과하여 사용자에게 관련있는 뉴스기사만을 선별적으로 여과하여 보여주는 정보여과 에이전트를 설계 및 구현하였다. 정보여과의 핵심이라고 할 수 있는 정확한 사용자 프로파일 구축과 정보에 대한 사용자의 적합성 반응인 명시적 피드백과 암시적 피드백을 모두 결합한 피드백을 사용하여 사용자 프로파일을 좀 더 정교하게 구축하는 방법을 기술하였다. 실험을 통하여 사용자의 결합된 적합성 피드백 행동에 기반한 정보여과 에이전트의 성능이 단일의 피드백만을 사용했을 때보다 더 좋은 정확성과 적응성을 지니고 있음을 보여 주었다.

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Internet Newspilper System based on NewXML in various styles (스타일 변경이 가능한 NewXML 기반 인터넷 신문 시스템)

  • 임현정;임순범
    • Proceedings of the Korea Multimedia Society Conference
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    • 2004.05a
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    • pp.330-333
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    • 2004
  • 인터넷과 멀티미디어의 발달로 최근 인터넷 신문이 주요한 뉴스 매체로 자리 잡고 있다. 그러나 기존의 인터넷 신문 시스템은 HTML을 기반으로 하여 데이터 교환과 뉴스의 재사용이 쉽지 않으며 제한된 화면에 많은 섹션과 기사들을 제공하여 원하는 정보를 쉽게 얻고자 하는 독자의 욕구를 만족시켜주지 못하고 있다. 따라서 이러한 문제점 해결을 위해 본 논문에서는 표준화된 DTD와 NewXML을 기반으로 한 웹 신문 시스템을 통해 웹에서 기사 작성 및 신문 구성에 대한 수정이 용이하며, 동적인 XSLT 생성으로 사용자가 원하는 스타일의 신문을 제공해 주는 시스템을 설계하고 구현하였다.

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An Exploratory Study on the Proper Length of Article in Mobile Era (모바일 시대의 기사 길이에 관한 탐색적 연구)

  • Cheong, Yeon Goo;Cheong, Ye Hyun;Guo, YaQi;Lee, Pu Reum
    • Korean journal of communication and information
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    • v.79
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    • pp.140-164
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    • 2016
  • What is an appropriate length of an article in the mobile era producing new tastes of contents combining computing and mobile communication? Is it still valid to have a lengthy article as high level journalism even in the mobile era? Is there any possibility to have a short article combination to give us readability and the amount of information? This study aims to find some answers to these questions. The length of articles were controlled with a field experiment; from an article of 346 syllables(including spaces between syllables) which does not need finger scrolling on a mobile phone to articles of 633, 1033, 1368 syllables(including spaces between syllables) which frequently appear in newspapers and broadcasting news program. All the main themes were same for 4 articles which have different length. Three hundred and eighty four students viewed one of the 4 articles through mobile phone or newspaper. Each participant checked their preference and evaluated quality on the article, were asked to recall contents of the article. In newspaper group, articles with 346 or 1033 syllables were highly evaluated. Mobile group seemed to prefer articles of 346 or 633 syllables. In conclusion, we need to consider various strategies shortening the length of an article into 346 or 633 syllables as a basic format to meet the neEds of mobile era.

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