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Semantic Topic Selection Method of Document for Classification (문서분류를 위한 의미적 주제선정방법)

  • Ko, kwang-Sup;Kim, Pan-Koo;Lee, Chang-Hoon;Hwang, Myung-Gwon
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.11 no.1
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    • pp.163-172
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    • 2007
  • The web as global network includes text document, video, sound, etc and connects each distributed information using link Through development of web, it accumulates abundant information and the main is text based documents. Most of user use the web to retrieve information what they want. So, numerous researches have progressed to retrieve the text documents using the many methods, such as probability, statistics, vector similarity, Bayesian, and so on. These researches however, could not consider both the subject and the semantics of documents. As a result user have to find by their hand again. Especially, it is more hard to find the korean document because the researches of korean document classification is insufficient. So, to overcome the previous problems, we propose the korean document classification method for semantic retrieval. This method firstly, extracts TF value and RV value of concepts that is included in document, and maps into U-WIN that is korean vocabulary dictionary to select the topic of document. This method is possible to classify the document semantically and showed the efficiency through experiment.

Implementation of the Unborrowed Book Recommendation System for Public Libraries: Based on Daegu D Library (공공도서관 미대출 도서 추천시스템 구현 : 대구 D도서관을 중심으로)

  • Jin, Min-Ha;Jeong, Seung-Yeon;Cho, Eun-Ji;Lee, Myoung-Hun;Kim, Keun-Wook
    • Journal of Digital Convergence
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    • v.19 no.5
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    • pp.175-186
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    • 2021
  • The roles and functions of domestic public libraries are diversifying, but various problems have emerged due to internally biased book lending. In addition, due to the 4th Industrial Revolution, public libraries have introduced a book recommendation system focusing on popular books, but the variety of books that users can access is limited. Therefore, in this study, the public library unborrowed book recommendation system was implemented limiting its spatial scope to Duryu Library in Daegu City to enhance the satisfaction of public library users, by using the loan records data (213,093 cases), user information (35,561 people), etc. and utilizing methods like cluster analysis, topic modeling, content-based filtering recommendation algorithm, and conducted a survey on actual users' satisfaction to present the possibility and implications of the unborrowed book recommendation system. As a result of the analysis, the majority of users responded with high satisfaction, and was able to find the satisfaction was relatively high in the class classified by specific gender, age, occupation, and usual reading. Through the results of this study, it is expected that some problems such as biased book lending and reduced operational efficiency of public libraries can be improved, and limitations of the study was also presented.

Perspectives on NFT art and art market (NFT 아트와 미술시장 유통의 변화에 대한 전망)

  • Kwon, Eun Yong
    • Trans-
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    • v.13
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    • pp.1-16
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    • 2022
  • Recently, the method of contacting and purchasing NFT art has been popularly evolving, and various prospects and predictions for NFT art have emerged. The discussion of NFT art is mainly a hot topic in terms of market size, profit, and sustainability. As the transition to digital accelerated after COVID-19, almost all genres of culture and arts faced a forced transition with the topic of combining digital and technology, but in terms of profitability, it was generally difficult to guarantee positive continuity. On the other hand, the combination of art and blockchain, and the new distribution method called NFT, attracted a lot of attention by causing fundamental changes that lead to technological transformation, continuity through profit creation, and even genre expansion of visual art. The discourse on NFT and the art market is a recent phenomenon and is being discussed focusing on statistics and numerical reports through data from newspapers and art-related research institutes rather than academic analysis or research. However, discussions related to NFT art should be considered in various aspects, such as the incorporation of technology and art, changes in distribution methods, and changes in creative methods according to media changes, not just short stories of phenomena such as high prices and winning bids. In this paper, we would like to examine the impact of changes in creators and distribution methods.

Analysis of research trends on infants and school-age-child: Focusing on Journal of The Korean Society for School & Community Health Education from 2000 to 2023 (영·유아기 및 학령기 아동에 관한 연구동향 분석: 2000~2023년 한국학교·지역보건교육학회지 게재논문을 중심으로)

  • Hee-Jung Park;Minsung Sohn;Seok Hwan Kim
    • The Journal of Korean Society for School & Community Health Education
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    • v.25 no.3
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    • pp.39-49
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    • 2024
  • Purpose: This study aims to analyze the current status of research related to infants and school-age-child published in the journal of Korean society for school & community health education from 2000 to 2023, with the goal of contributing to the future development and enhancement of the journal. Method: From 2000 to 2023, 52 papers were analyzed, comparing and classifying their journal topic, research types, data collection methods, and data analysis methods. Results: The results shows that the highest publication trend occurred between 2008 and 2012, with most studies focusing on school-age children. In terms of research topic, 'health behavior and health education' was the most frequent with 14 papers (26.9%), followed by oral health with 9 papers (17.3%), safety management with 7 papers (13.5%), and sexual awareness with 6 papers (11.5%). Quantitative research was the most common research type, with surveys being the primary data collection method. Descriptive statistics and t-test were the most frequently used data analysis methods. Conclusion: To enhance the quality of the journal of Korean society for school & community health education, there should be an expansion of evidence-based research focusing on infants and school-age children. Additionally, there is a need for greater diversity in research design, data collection, and analysis methods.

Research Trends in Transformational Leadership: Focusing on Domestic Journals Published in 2007-2016 (변혁적 리더십의 연구동향 분석: 최근 10년(2007-2016)간 국내 학술지 중심으로)

  • Haam, ByungWoo;Ko, GeunYeong;Jun, JuSung
    • The Journal of the Korea Contents Association
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    • v.17 no.8
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    • pp.490-505
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    • 2017
  • The purpose of this study was to analyze the research trend of transformational leadership published in domestic journals in the last 10 years and to find some implications for future research. For this purpose, 337 research papers on transformational leadership from 2007 to 2016 were reviewed. This study used descriptive statistics by frequency and percentage and a network text analysis method. The findings of the study are as follows. First, the annual average number of papers published was 33. Second, 'human resource management research' was the most common topic. Third, most of the research subjects were business employees. Fourth, the research method trend analysis showed that the highest proportion was in the quantitative research. Fifth, 'transactional leadership' showed the highest frequency as a result of analyzing the keywords presented in the abstract of the paper. Sixth, as a result of analyzing the network texts, those having the trend of being analyzed with a close connections were 'transactional leadership', which had the highest connection to transformational leadership, showing the closest relationship with 'role satisfaction'.

A Study to Develop a Leisure Program Combining Yoga and Tea Meditation on the Mood States and Happiness of Middle-aged Working Wives - Focus on Elementary Workers in Their 50's - (중년취업주부의 정서 상태 및 행복감에 미치는 요가와 차 명상 복합 여가프로그램 개발 연구 - 50대 단순노무직 취업주부를 중심으로 -)

  • Ju, Young-Ae;Choi, Bae-Young;Kim, Hyun-Kyung;Lee, Seong-Keon;Yook, Young-Sook
    • Journal of Family Resource Management and Policy Review
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    • v.17 no.4
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    • pp.57-84
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    • 2013
  • The aim of this study was to develop a leisure program that combines yoga and tea meditation affects the positive mood states and happiness of elementary working wives in their 50's. For this study, a pre and posttest control group design was used. A total of 46 subjects were allocated equally to the experimental group and the control group. A pretest, comprising 13 sessions of treatment, and a posttest were conducted. Of the 23 subjects in the experimental group, 16 were selected as interviewees and underwent in-depth interviews. The main results of this study are as follows: First, the experimental group of middle-aged working wives showed higher positive mood states(t=-3.494, p<.01) and higher levels of happiness(t=2.236, p<.05) after the program compared to the control group. Second, after participating in the study, those who had undergone in-depth interviews indicated that their lives had changed to become more confident, happy, comfortable, and self-directed, and that this change had positively impacted their relationships. In conclusion, in a situation where the lives, leisure and happiness of middle-aged working wives is becoming a social problem and a topic of discussion for national policies, it would be beneficial to develop and establish leisure programs for this population in order to promote health and happiness.

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A Study on the Re-attraction of Tourists after the PyeongChang Winter Olympics -Focus on domestic and international famous festivals- (평창동계올림픽 사후 관광객 재유치 방안에 관한 연구 -국내외 유명 축제를 중심으로-)

  • Lee, Chang-Beom;Kim, Seung-In
    • Journal of Digital Convergence
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    • v.16 no.2
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    • pp.327-334
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    • 2018
  • This study focuses on regathering the regional festival tourists through the reuse of Pyeongchang Winter Olympics facilities. It has a purpose of proposing directions to develop regional festival through the case analysis of successful domestic and international festivals. As a method of primary study, case analysis of domestic and international festivals and literature study were done. It was developed by data from the Statistics Office and Culture Tourism. This study suggests the Trout Festival and Snow Festival, to develop the following strategy using the facilities and make new, fused contents for the festivals. It expects the increase in facilities utilization and boom in regional economy to appear with the initiation of the unique strategy. This study to be used as a reference in the future for regathering the tourists and future studies on this specific topic.

Environmental Implications of Population Change in Korea (한국 인구변동의 환경적 함의)

  • 권태환
    • Korea journal of population studies
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    • v.24 no.2
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    • pp.5-45
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    • 2001
  • Population and the environment are the basic elements of a human ecological system having intrinsic links between them. But, research on their relationships is very limited in both quantity and depth. Although the concern on the topic has grown recently, most discussions lack analytical perspectives and are largely descriptive. The tendency is blamed for problems involved in defining the term, the environment, and the paucity of data on environment. In Korea, the limitation is much grater and, therefore, this study sets a moderate aim: That is, to explore, from ecological perspectives, various implications of population change on the environment in 20th century Korea. More specifically, it examines the related theoretical discussions, the major features of population change, and changes in environmental conditions that can be assumed to have direct or indirect links with population size and urbanization. Official statistics and newspaper articles on various environmental issues consist of the major data sources.

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Application of Crime Prevention Design based on Public Data Analysis: Focusing on Seoul (공공데이터분석 기반 범죄예방환경설계 적용 : 서울시 중심으로)

  • Kim, Sung-Jun
    • Korean Security Journal
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    • no.60
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    • pp.91-111
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    • 2019
  • Violent crimes have increased continuously due to the development of urban society and have become a threatening factor against the residential safety of citizens. The prevention of these crimes is always a major topic in human society and one of the fundamental elements of the quality of life and safety of citizens. In recent years, much attention has been paid to environmental design through the Crime Prevention Through Environmental Design (CPTED) as a preventive measure. Currently, South Korea is promoting the openness and utilization of public data, and crime prevention is one of the fields that can utilize public data actively. This approach to crime prevention utilizing public data will be helpful for the proposal of policies from new viewpoints departing from the general utilization measures of CPTED that improve streetlights and closed-circuit television (CCTV) installations, whose limitations have been pointed out as they are only mechanical surveillance. Thus, this study sets the research scope based on the statistics of the status of five criminal offenses by administrative district in recent years provided by the data portal in Seoul City, the capital of South Korea, as the utilization data and concentrates on the analysis. Based on the analysis results, this study proposes a method to utilize classical music as a new policy for regions where the improvements are most needed. The open-source Python analysis program was employed as the main data analysis and visualization method.

Analysis of the contents of Practice and Synthetic Application area in Yanbian Textbooks (중국 연변 수학 교과서의 실천과 종합응용 영역에 나타난 학습내용 분석)

  • Lee, Daehyun
    • Journal of the Korean School Mathematics Society
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    • v.16 no.2
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    • pp.319-335
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    • 2013
  • Chinese mathematical curriculum is divided 4 areas(number and algebra, space and figure, statistics and probability, practice and synthetic application). The purpose of this paper is to analyze the contents of the practice and synthetic application in yanbian elementary textbook. For this, 12-textbook which was published in yeonbeon a publishing company is analyze by topic, mathematical process, area of content and mathematical activity. mathematical process The following results have been drawn from this study. First, contextual backgrounds of practice are restricted in classroom. The contents of synthetic application are limited in connection of mathematical areas. Mathematical problem solving is a main in mathematical process, whereas reasoning activity is a few. Mathematical experience activity is a main in mathematical process, whereas synthetic activity is a few. We can use the suggestions of this paper for development of textbook and the contents of mathematical process.

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