• Journal of the Korea Society of Computer and Information
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• v.26 no.5
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• pp.47-53
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• 2021

Sparse ratings data hinder reliable similarity computation between users, which degrades the performance of memory-based collaborative filtering techniques for recommender systems. Many works in the literature have been developed for solving this data sparsity problem, where the most simple and representative ones are the methods of utilizing Jaccard index. This index reflects the number of commonly rated items between two users and is mostly integrated into traditional similarity measures to compute similarity more accurately between the users. However, such integration is very straightforward with no consideration of the degree of data sparsity. This study suggests a novel idea of applying different similarity measures depending on the numeric value of Jaccard index between two users. Performance experiments are conducted to obtain optimal values of the parameters used by the proposed method and evaluate it in comparison with other relevant methods. As a result, the proposed demonstrates the best and comparable performance in prediction and recommendation accuracies.

• 한국과학기술학회:학술대회논문집
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• 2008.06a
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• pp.1-34
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• 2008

본 인식 조사에서 나타난 결과와 개선 방안의 도출과 관련한 시사점을 요약하면 다음과 같다. 첫째, 국내 연구부정행위 실태는 우려할만한 수준으로 나타났다. 위조, 변조, 표절, 부당한 저자 배분, 업적 부풀림 등 연구부정행위에 대해 연구비 유용이나 횡령보다 훨씬 더 만연한 것으로 응답하였다. 연구부정행위가 발각되는 정도에 대해서는 의견이 분분하였으나 처벌의 수위는 엄격하지 않다고 생각하는 것으로 나타났다. 본인의 연구윤리 의식이 타인에 비해 높은 것으로 자부하고 있으나 부정행위 인지시의 행동에 대해서는 바람직하다고 생각하는 행동과 자신의 예상 행동 사이에 괴리를 보였고, 바람직하다고 생각하는 행동도 매우 소극적인 것으로 나타났다. 부정행위 실태 조사에서 나타난 중요한 사실은 주로 기초 연구를 수행하는 과기부/교육부 사업 수행자가 응용이나 개발 연구를 수행하는 산자부/정통부 사업 수행자에 비해 자신의 연구 분야에서 연구부정행위가 훨씬 더 만연해 있는 것으로 응답한 것이다. 둘째, 가장 심각한 연구윤리 저해 요인에 대해서는 단기간 성과의 강조, 연구 수주의 경쟁 심화, 정량적 성과 주의 등을 꼽았으며, 전체적으로 개인적/문화적 요인보다는 구조적/조직적 요인, 특히 구조적 요인이 더 중요한 것으로 인식하고 있었다. 신뢰도 분석 결과 제3장에서의 분석을 바탕으로 본 연구에서 제시한 구조적, 조직적, 개인적, 문화적 요인의 구분은 유효한 구분으로 나타났다. 대학에 비해 정출연 소속 연구자들이 구조적 요인이 연구부정행위와 더 관련이 많다고 인식하고 있었으며, 기업 소속 연구자들은 구조적 요인이나 조직적 요인과의 관련성이 더 적은 것으로 인식하고 있어 본 연구에서 제시한 여러 저해 요인들이 대학이나 정출연에 더욱 밀접한 것으로 나타났다. 개인적 요인에 대해서는 여성이나 고연령층에서 부정행위와의 관련성을 더 크게 느끼고 있었다. 셋째, 개선 방안에 대해서는 과도한 연구비의 집중 방지, 소규모 개인과제 확대, 평가의 전문성과 공정성 확보를 가장 효과적인 방안으로 인식하고 있었다. 부정행위에 대한 처벌의 강화와 양적 평가의 개선에 대해서도 효과를 높이 기대하고 있었다. 연구윤리 교육이나 상대 평가의 강화, 진실성 검증 시스템의 보완 등에 대해서는 큰 효과를 기대하지 않고 있었으나 이는 국내에서 그동안 연구윤리에 대한 체계적 교육이나 진실성 검증 시스템이 존재하지 않은 탓에 연구자들이 그 효과를 잘 인식하지 못하고 있다는 점이 고려되어야 할 것이다. 개선 방안을 크게 평가, 선정, 수행, 연구윤리의 인프라로 구분하였을 때에는 선정과 평가와 관련된 개선이 시급한 것으로 인식하고 있었다. 사업별로는 과기부/교육부 사업 수행자가 선정과 관련된 개선의 효과를 더욱 크게 느끼고 있었고 소속기관으로는 대학 연구자들이 더욱 크게 느끼고 있어, 소규모 과제의 확대와 연구비 집중 문제 해결, 경쟁 완화 등이 대학과 기초연구분야에 더욱 절실하다는 것을 나타내었다. 전체적으로 제시된 세부 항목에 대해 과기부/교육부 사업 수행자가 산자부/정통부 사업 수행자보다 효과성을 높게 보고 있는 것은 연구부정행위 실태에 대해서도 더 심각하게 인식하는 것과 맥락을 같이한다고 볼 수 있다. 따라서 본 연구에서 제안하는 여러 개선 방안들을 단계적으로 적용한다고 할 때 우선 기초연구나 개인 단위 과제 중심으로 적용하는 것이 효과성이나 필요성의 측면에서 모두 바람직한 것으로 판단된다.

• Journal of Gifted/Talented Education
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• v.22 no.2
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• pp.243-264
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• 2012

The purpose of this study was to investigate the current status of R&E programs in gifted high schools/science high schools and to provide suggestions for the better program. The sample included 21 R&E coordinators in the gifted high schools and science high schools. They filled out the survey, asking about the R&E program; then, the researchers interviewed the coordinators based on the answers of the survey. The results are as follows: 1) The R&E guidelines and related materials were not enough to use. 2) At the planning step, students and the mentors received were provided a little information, such as ethical issues, students' information, the roles of mentors/ students, mentor's research interest areas and products, etc. 3) At the research step, 80% of the schools had the monitoring process but the details were not written and saved. 4) At the evaluation step, the rubric of the product evaluation existed; the rubric of performance process were established by half of the schools. 5) At the closing step, 100% of the schools had the final product materials; the results of the evaluation and the information of the mentors were saved by 2/3 and 1/3 of the schools, respectively. Discussions and suggestions were included for the better R&E programs.

• Journal of the Korean BIBLIA Society for library and Information Science
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• v.15 no.2
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• pp.5-25
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• 2004

Library statistics is used for internal decisions to know and assess library operations or for external justifications to show of how libraries meet users' needs and contribute to the organization. It is included same frameworks with social indicators and cultural indicators in national level. In this basis, national library statistics, they are ANSI/NISO Z39.7, Canada's Core library statistics, LIST of united Kingdom, are examined and Delphi method is used for new scheme of korean library statistics. As the results, it is suggested that new korean framework of library statistics is composed of 7 parts with 31 items. There are 6 parts with 21 items of social indicators or cultural indicators related to library items as well.

• Journal of Korea Technology Innovation Society
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• v.9 no.4
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• pp.688-714
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• 2006

This study empirically examined the career orientations of researchers who worked for government-sponsored research institutes. Specifically, we considered the individual level's variables of age, project, and organization characteristics as the influential factors of researchers' career orientations and then investigated the relationship between career orientation and work attitudes. The results, based on the survey about 373 researchers, showed that both project career orientation and technical transfer career orientation were higher as grade level or age was higher. Moreover, the preference of career orientation was changed according to the mission of institute and the project type. Finally, the study suggested some practical implications on career development management for government-sponsored research institutes and discussed the limitations and the further research directions on career development of researchers.

• Journal of Science and Technology Studies
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• v.11 no.1
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• pp.31-59
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• 2011

This paper examines university patenting activities as a commercialization of academic research. It shows how a number of university patents increase exponentially and how that can be, especially in terms of role of the state. In the late 1990, the Korean government supports the new vision of 'technological innovation' in establishing a science and technological policy and begins to perceive the importance of university R&D to overcome the economic crisis. Thus, an administrative, financial, and legal systems which support the university R&D are organized and the governmental grants for R&D increase exponentially, especially in promising new technologies(6T). Also, an institution for managing intellectual property rights is established in university. Universities assess professor's performance in terms of patent and license to encourage patenting activities. Thus the number of patents and its productivity increase exponentially. But the increase in patents takes place only to a dozen of universities, this means that a Matthew effect does work.

• Journal of Korean Library and Information Science Society
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• v.50 no.3
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• pp.23-47
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• 2019

In order to ascertain disciplinary differences in publication patterns that can help improve assessment of research performance in Korea, we analyzed the bibliometric data of six disciplines from Korea Citation Index. Results showed differences in research size, competitiveness, productivity, impact, and collaboration among disciplines. Disciplines in science were the largest in terms of author and institution followed by humanities and social science, but humanities produced the most publications per author, followed by social science and science disciplines. Sociology publications received most citation per paper but humanities received most citations per author, which was greatly influenced by the number of co-authors per paper. Distribution of author counts per paper varied widely across disciplines. Humanities were dominated by single-author publications, whereas the majority of publications in sciences were co-authored. The study also highlighted differences in citation lag time and illustrated differences in distribution and impact of core authors and institutions across disciplines.

• Korean journal of communication and information
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• v.64
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• pp.85-108
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• 2013

This paper aims to review Ahn Jae-Hong's studies on the history of the Korean press from the perspective of research history focussing his "Josun Shinmun Sosa(A Short History of the Korean Press)" published in 1935. For this purpose major discussions with respect to journalistic history during the Japanese occupation period are reviewed. The result reveals that Ahn Jae-Hong's studies using a comparative method and a social historical approach are judged to be the most representative outcomes at that time. The "Josun Shinmun Sosa" first explains "Inhaeng Jobo" and "Jeobo" as an origin of newspaper, and then explains various subjects on newspaper phenomena in the latter era of the Chosun Dynasty such as participants of major newspapers, the tone of newspapers, the analysis of newspaper character through evaluation of main articles, the system of newspaper, newspaper advertisements, pro-Japanese newspapers, newspapers managed by Japanese, newspapers for overseas Korean, etc. But partly it gives a general description rather than a detailed research due to the nature of contributions to the newspaper, and also includes an objective analysis and a subjective impression together. Nevertheless his researches can be valued as pioneering pieces of work as they comprehensively handled various objects of study on newspapers and gave new angle and orientation of interpretation on the newspaper phenomena at that time. Also it is judged that they had an effect on the period division as well as the description methods for the study of the history of the Korean press.

• The Critical Review of Religion and Culture
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• no.22
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• pp.15-50
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• 2012

This paper consists of two parts. The first part presents a review of academic studies on the concept of religion in Western countries; why the subject matters and how it has been discussed and evaluated. The second part contains a self-reflection of the conceptual analyses of religion from the Korean point of view; how we evaluate "their" studies and an attempt to understand the more than one hundred years of reception of the concept of religion in Korea. The idea of religion is an important part of the modern "map" that Korean society was obliged to accept in the middle of its crisis during the second half of the nineteenth century. Examining this process and the context of its reception can help to understand our intellectual and religious heritage. In this vein, it is of primary importance to consider how the modern concept of "Jonggyo" is different from the traditional concept of "Gyo".

• Journal of the Korean Society for information Management
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• v.34 no.1
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• pp.197-218
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• 2017

This study attempts to measure visibility and impact of university repositories in South Korea with the help of web-sites, OpenDOAR, ROAR and RWR. Further understanding the self-archiving status of South Korea, the analysis results were compared with the reputation and power of major Asian countries' university repositories. The results showed that only nine institutional repositories of the universities in South Korea were active. There was only one South Korean university repository in the RWR top 500. All the other repositories ranked in bottom level. However, among Asian countries, Japan and Taiwan have established many institutional repositories. They had 257 and 52 repositories respectively. Fortunately, some leading university repositories in South Korea began activating self-archiving with the help of linking their own research outputs management system. Also, the attempts by other South Korean university repositories expect a substantial quantitative growth in the near future.