• Title/Summary/Keyword: WebTrends

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Analysis of Research Trends in Relation to the Yellow Sea using Text Mining (텍스트 마이닝을 활용한 황해 관련 연구동향 분석연구)

  • Kyu Won Hwang;Kim Jinkyung;Kang Seung-Koo;Kang Gil Mo
    • Journal of the Korean Society of Marine Environment & Safety
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    • v.29 no.7
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    • pp.724-739
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    • 2023
  • Located in the sea area between South Korea, North Korea, and China, the Yellow Sea plays an important role from a geopolitical perspective, and recently, as the use of marine space in the Yellow Sea is expanding, its social and economic values have been increasing further. In addition, owing to rapid climate changes, the need for joint response and cooperation between Korea and China is increasing in various fields, including changes in the marine environment and marine ecosystem and generation and movement of air pollutants. Accordingly, in this study, core topics were derived from research papers with the Yellow Sea as a keyword, and research trends to date were explored through author network analysis. As a specific research method, research papers related to the Yellow Sea published between 1984 and 2021 were extracted from the Web of Science database and were classified into four periods to derive core topics using topic modeling, a type of text mining. Furthermore, the influences of major research communities, researchers, and research institutes in the appropriate fields were identified through analyzing the author network, and their implications were presented. The analysis results indicated that the core topics of research papers on the Yellow Sea had changed over time, and differences existed in the influence (centrality) of key researchers. Finally, based on the results of this study, this study aims to identify research trends related to the Yellow Sea, major researchers, and research institutes and contribute to research cooperation between Korea and China regarding the Yellow Sea in the future.

Secular Trends and Influencing Factors for the Early Menarche among Korean Middle and High School Girls (우리나라 중고등학교 여학생의 조기 초경 경향과 영향요인)

  • Han, Dallong;Lee, Jongeun;Kim, Seonho
    • The Journal of the Korea Contents Association
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    • v.16 no.3
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    • pp.319-327
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    • 2016
  • The objective of this study is to identify the secular trend in age at menarche and to investigate the factors influence the early menarche(<12 years old) among Korean middle and high school girls. We analyzed data from the Korean Youth Risk Behavior Web-based Survey(KYRBWS) 2006-2014. This study was a descriptive study of 216,917 Korean middle and high school girls born between 1988 and 2002. Linear trends test performed to assess the trend age at menarche and percentage of early menarche. Multiple logistic regression analysis was to assess the risk factors influence the early menarche. Mean age at menarche decreased from $12.61{\pm}1.32$ years for middle and high school girls born 1988 to $11.88{\pm}0.75$ years for those born 2002(p for trends<.001). Percentage of early menarche increased from 19.7% to 25.2% between 1988 and 2002(p for trends<.001). Living in city, higher stress level, short sleep duration, and higher body mass index were associated with an early menarche among middle and high school girls(all p<.001). We found that age at menarche is still falling in the Korean adolescents, and it need intervention strategies to control the early menarche.

Trend Tracking Strategic System for Application on the Web Base on Town Watching (타운 워칭(Town Watching)에 의한 트렌드 트래킹 시스템과 활용에 관한 연구)

  • 한석우;김정진
    • Archives of design research
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    • v.13 no.4
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    • pp.225-231
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    • 2000
  • Forcasting the future is a very important task in design situation analysis. To do this, the reduction of life style, the tendency of product differentiation and individuality should be considered along with such changes as cultural, economical and social trends. At the moment, industrial structure is being reorganized from centering around the manufacturing industry to the distribution industry and consumers. Consumers show the attitude of expressing their individualities on the basis of various tastes rather than standardization. The flow of information also has been changing rapidly from the former types of information provided by producers to the age when consumers pursue the objective and model of information. Therefore, we are able to say that picking up the trends around the streets becomes more important than ever. Accordingly, the objective of this study is to establish a system which is able to effectively carry out the trend analysis by a town watching method, the construction of a database with collected data, and its practical application on the web.

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Status and Trends of Mobile Services Via Smartphone in University Libraries (대학도서관의 스마트폰 기반 모바일 서비스 현황 분석 연구)

  • Kim, Sungjin
    • Journal of the Korean BIBLIA Society for library and Information Science
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    • v.23 no.4
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    • pp.71-91
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    • 2012
  • As the smartphone market has expanded and university students in their twenties account for the largest portion of the market, university libraries need to provide mobile library services to keep up with students' growing demand in mobile services. The purpose of this study is to analyze the status and trends of mobile services in Korean university libraries. This study investigated mobile services of 434 university libraries in Korea and 114 ones which are members of ARL during the months of September and November in 2012. As a result, this study found that university libraries in Korea were offering 55 mobile Web and 29 mobile application services with 11.2 and 10.7 contents respectively. In addition, on the basis of the identified current problems, this study suggested further steps for developing and improving mobile services in Korean university libraries.

A study of Search trends about herbal medicine on online portal (온라인 포털에서 한약재 검색 트렌드와 의미에 대한 고찰)

  • Lee, Seungho;Kim, Anna;Kim, Sanghyun;Kim, Sangkyun;Seo, Jinsoon;Jang, Hyunchul
    • The Korea Journal of Herbology
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    • v.31 no.4
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    • pp.93-100
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    • 2016
  • Objectives : The internet is the most common method to investigate information. It is showed that 75.2% of Internet users of 20s had health information search experience. So this study is aim to understanding of interest of public about the herbal medicine using internet search query volume data.Methods : The Naver that is the top internet portal web service of the Republic of Korea has provided an Internet search query volume data from January 2007 to the current through the Naver data lab (http://datalab.naver.com) service. We have collected search query volume data which was provided by the Naver in 606 herbal medicine names and sorted the data by peak and total search volume.Results : The most frequently searched herbal medicines which has less bias and sorted by peak search volume is 'wasong (와송)'. And the most frequently searched herbal medicines which has less bias and sorted by total search volume is 'hasuo (하수오)'.Conclustions : This study is showed that the rank of interest of public about herbal medicines. Among the above herbal medicines, some herbal medicines had supply issue. And there are some other herbal medicines that had very little demand in Korean medicine market, but highly interested public. So it is necessary to monitor for these herbal medicines which is highly interested of the public. Furthermore if the reliability of the data obtained on the basis of these studies, it is possible to be utilizing herbal medicine monitoring service.

Analysis of major research trends in artificial intelligence through analysis of thesis data (논문데이터 분석을 통한 인공지능 분야 주요 연구 동향 분석)

  • Chung, Myoung-Sug;Park, Seong-Hyeon;Chae, Byeong-Hoon;Lee, Joo-Yeoun
    • Journal of Digital Convergence
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    • v.15 no.5
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    • pp.225-233
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    • 2017
  • In this paper, we collected the articles related to artificial intelligence among SCI(E) journals published by Korean authors in 'Web of Science' and conducted frequency analysis and keyword network analysis. As a result of the analysis, the artificial intelligence thesis showed an average growth of about 10% per year, but the relative ratio decreased. As time went on, we could confirm that there is a lot of practical and applied research in artificial intelligence research. Unlike the US 'National Strategy for Artificial Intelligence Research and Development,' the field of research in Korea was focused on local and technical aspects. Therefore, Korea should go beyond the theoretical and technical iterations of artificial intelligence, and research should be carried out to present a comprehensive future direction.

Comparative Analysis on Research Trends of International Research Cooperation Subject by Country (국가별 국제연구협력 주제 연구동향 비교분석)

  • Noh, Younghee;Lee, Kwang Hee;Chang, Rosa
    • The Journal of the Korea Contents Association
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    • v.19 no.3
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    • pp.288-301
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    • 2019
  • This study presents an analysis of a total of 101 papers on the theme of international research cooperation by nation, gathered from Web of Science. The findings of this study show that 20 nations published papers on the theme of international research cooperation with the ranking of U.K.(27 papers, 26.7%), the Netherlands(20 papers, 19.8%), U.S.(19 papers, 18.8%), Brazil and Spain(5 papers, 5.0%), Russia(4 papers, 4.0%), etc. South Korea was found to be in the lower ranking group(2 papers, 2.0%), suggesting that it still has a lower level of international research cooperation. Thus, particularly, researchers at universities by institution and humanities by discipline should activate the publication of papers on international research cooperation by expanding relevant projects so that the international research capabilities of South Korea should be bolstered.

The Analysis of Research Trends in Technology to the Fourth Industrial Revolution using SNA (소셜 네트워크 분석을 이용한 4차 산업혁명 기술 분야의 연구 동향 분석)

  • Kim, Hong-Gwang;Ahn, Jong-Wook
    • Journal of Cadastre & Land InformatiX
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    • v.49 no.1
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    • pp.113-121
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    • 2019
  • The fourth industrial revolution technology focused on the fusion of infrastructure and various advanced technologies related city. Therefore, technical cooperation in various fields of research is essential. In order to activating the fourth industrial revolution technologies, it is necessary to research the state of technology in various fields. Consequently, this paper aims to analysis of domestic and foreign research trends on technology to the fourth industrial revolution using SNA and text mining for web site. We collected text, date data of research paper and report in web site for five years, that is, from January 1st in 2014 to December 31st in 2018. Next, we have deduced the major keywords in public data through analyzing the morphemes. Then we have analyzed the core and related keyword lists through an SNA. In Korea, the focus is on R&D and legal/institutional solution in relation to the fourth industrial revolution technology. On the other hand, in the case of foreign, there was focus on practical technologies for urban services in detail aspects.

An Analysis of Domestic and Foreign Research Trends Related to Libraries and Artificial Intelligence (도서관과 인공지능 관련 국내외 연구 동향 분석)

  • Hyung-Tae Kim;Seung-Jin Kwak
    • Journal of the Korean Society for Library and Information Science
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    • v.58 no.3
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    • pp.309-332
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    • 2024
  • This study analyzed domestic and international research trends on libraries and artificial intelligence(AI). Among the papers published from 1995 to 2024, papers with keywords for libraries and artificial intelligence were targeted. A total of 13 papers registered in the KCI in Korea and 305 papers registered in the Web of Science(WOS) in foreign countries were collected. Targeting the abstracts and keywords of the collected papers, the frequency of keyword appearance by period was identified and network analysis was performed. As a result of the analysis, it was found that research related to artificial intelligence in libraries is increasing rapidly and is diversifying and subdividing. In addition, it was confirmed that if the service and user-related research was conducted in the early stages, it was gradually changing to the target technology, data, and data-related research.

A Study on the Research Trends in Domestic/International Information Science Articles by Co-word Analysis (동시출현단어 분석을 통한 국내외 정보학 학회지 연구동향 파악)

  • Kim, Ha Jin;Song, Min
    • Journal of the Korean Society for information Management
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    • v.31 no.1
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    • pp.99-118
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    • 2014
  • This paper carried out co-word analysis of noun and noun phrase using text-mining technique in order to grasp the research trends on domestic and international information science articles. It was conducted based on collected titles and articles of the papers published in the Journal of the Korean Society for Information Management (KOSIM) and Journal of American Society for Information Science and Technology (JASIST) from 1990 to 2013. By dividing whole period into five publication window, this paper was organized into the following processes: 1) analysis of high frequency co-word pair to examine the overall trends of both information science articles 2) analysis of each word appearing with high frequency keyword to grasp the detailed subject 3) focused network analysis of trend after 2010 when distinctively new keyword appeared. The result of the analysis shows that KOSIM has considerable portion of studies conducted regarding topics such as library, information service, information user and information organization. Whereas, JASIST has focused on studies regarding information retrieval, information user, web information, and bibliometrics.