• Title/Summary/Keyword: Service-Learning

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Optimization of Input Features for Vegetation Classification Based on Random Forest and Sentinel-2 Image (랜덤포레스트와 Sentinel-2를 이용한 식생 분류의 입력특성 최적화)

  • LEE, Seung-Min;JEONG, Jong-Chul
    • Journal of the Korean Association of Geographic Information Studies
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    • v.23 no.4
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    • pp.52-67
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    • 2020
  • Recently, the Arctic has been exposed to snow-covered land due to melting permafrost every year, and the Korea Geographic Information Institute(NGII) provides polar spatial information service by establishing spatial information of the polar region. However, there is a lack of spatial information on vegetation sensitive to climate change. This research used a multi-temporal Sentinel-2 image to perform land cover classification of the Ny-Ålesund in Arctic Svalbard. In the pre-processing step, 10 bands and 6 vegetation spectral index were generated from multi-temporal Sentinel-2 images. In image-classification step is consisted of extracting the vegetation area through 8-class land cover classification and performing the vegetation species classification. The image classification algorithm used Random Forest to evaluate the accuracy and calculate feature importance through Out-Of-Bag(OOB). To identify the advantages of multi- temporary Sentinel-2 for vegetation classification, the overall accuracy was compared according to the number of images stacked and vegetation spectral index. Overall accuracy was 77% when using single-time Sentinel-2 images, but improved to 81% when using multi-time Sentinel-2 images. In addition, the overall accuracy improved to about 83% in learning when the vegetation index was used additionally. The most important spectral variables to distinguish between vegetation classes are located in the Red, Green, and short wave infrared-1(SWIR1). This research can be used as a basic study that optimizes input characteristics in performing the classification of vegetation in the polar regions.

Keyword Network Analysis of Trends in Research on Climate Change Education (키워드 네트워크 분석을 활용한 기후변화 교육 관련 연구동향 분석)

  • Kim, Soon Shik;Lee, Sang Gyun
    • Journal of the Korean Society of Earth Science Education
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    • v.13 no.3
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    • pp.226-237
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    • 2020
  • The purpose of the research is to analyze research trends related to climate change education by network analysis based on keywords extracted from the research title. For this purpose, 62 papers were selected from Korean Citation Index(KCI) journals published from 2011 to 2020 using such keywords as "climate change" and "climate change education" in the Research Information Sharing Service. The analysis procedure consisted of selection of analysis papers, keyword extraction and purification, and keyword network analysis and visualization. Textom, Ucinet 6.0, and NetDraw were used to analyze the frequency, degree centrality, and betweenness centrality. The results of the research showed that, first, Early 'Energy and Climate Change Education' had the highest frequency of papers examining climate change education. Second, the keywords/phrases that appeared most frequently in research on climate change education were "program" "energy," "analysis," "elementary school," "elementary school," "elementary school students," "development," and "impact." Third, the analysis of the centrality of betweenness centrality showed that the index of 'program', 'primary students' and 'primary schools' were the highest, and the largest group was 'development and effect of teaching and learning programs'. Based on these results, it was concluded that future research on climate change education needs to be examined in further detail and expanded into more specific areas.

Awareness Of Predisposing Factor To Smoking Among Adult In Sokoto

  • John, Ikpeama Osita;Mariam, Onuzulike Nonye;Adimabua, Okafor Patrick;Anthonia, Ikpeama Chizoba;Joy, Ikpeama Chinwe;Osazuwa, Igbineweka Osa;Andrew, Ikpeama Emeka;Jacob, Ofuenyi;Paulastella, Nwosu Nchedochukwu;Nnanna, Ibeh Isaiah;Mokwe, Gerald Chukwudi;Uchechi, Ogwuegbu Juliet;Otugeme, Franklin;Muazu, Mary
    • The Korean Journal of Food & Health Convergence
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    • v.5 no.1
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    • pp.1-11
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    • 2019
  • Smoking has become one of the public health harzard affecting the world. In the UK, smoking is responsible for around one in five deaths. The illnesses caused by smoking extend beyond the well-reported links with cancer, heart disease and respiratory illnesses. Hence the research to determine the awareness of the predisposing factor to smoking among adults in sokoto metropolis. A cross-sectional form of descriptive survey research design was used for this study. This is because descriptive studies are used when the characteristics of a population are either unknown or partially known (Hennekens & Buring, 2007), and it was used by Ganley and Rosario (2013) in a related research this justified the use of similar design in a study of similar nature.Two hundred and seventy returned questionnaire was collected, analyzed using descriptive statistic of frequency count, normative percentage and grand mean; as well as inferential statistics of chi-square (${\chi}^2$). The level of significant was fixed at 0.05. Appropriate degrees of freedom were worked out. There was statistical significant influence or relationship with marital status on the predisposing factors of smoking chi-square of 19716.516 greater than the critical value 43.77297at df 30 p<0.05. There were statistical significance chi-square =27468.348 which is greater than the critical value 43.77297 at df= 30. These show that there is a relationship on gender awareness of predisposing factors to smoking rejecting the null hypotheses. The respondents across different lever/year higher institution shows that the awareness of predisposing factors of smoking there were a statistical significance difference chi-square =7168.429 (df=88) greater than critical value 102.342 rejecting the null hypotheses. There is consistent evidence that links exposure to depictions of smoking in movies and initiation of smoking in young people. Over the years television shows and films have effectively built up associations between smoking and glamour, sex and risk-taking. Social learning theory describes how we learn by example from others. We are strongly influenced by our parents, and other people we look up to, such as peers, actors and pop stars. This can lead us to emulate their behaviour and try smoking.

The Effect of Early Childhood Teacher's Styles for Conflict Management Type on Cooperative Organizational Culture (유아교사 갈등관리 유형이 협동적 조직문화에 미치는 영향)

  • Ma, Ji-Sun
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.22 no.1
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    • pp.495-501
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    • 2021
  • This study examined the effects of pre-service teacher's cooperative organizational culture on the conflict management type. The subjects were 138 preschool teachers. The data were obtained by self-reporting and used to investigate the teacher's conflict management type and cooperative organizational culture. The collected data were analyzed using the Pearson correlation coefficient analysis and stepwise regression analysis. The major findings in this study were as follows; First, there was a relationship between the cooperative organizational culture of early childhood teachers and the overall type of conflict management. The overall cooperative organizational culture had the strongest relationship, particularly with the integrated type of conflict management. The following appeared in the order of compromise, consideration, and domination. On the other hand, there was no relationship with the avoidance type. Second, regarding the sub-factor of conflict management type that affects the cooperative organizational culture of early childhood teachers, the integrated type has the strongest influence, followed by the caring type. In the sub-factor of cooperative organizational culture, the integrated type has the strongest influence on the cooperative leadership, followed by the caring type. The integrated type had the greatest influence on teacher cooperation, peer support, and learning companion.

A Study on the Evaluation of Librarian's Competency Value (도서관 사서의 역량가치 평가 연구)

  • Cha, Sung-Jong;Kim, Jinmook;Park, Heejin
    • Journal of the Korean Society for Library and Information Science
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    • v.55 no.1
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    • pp.107-133
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    • 2021
  • This study was performed in order to provide suggestions on how to strengthen librarian competency by evaluating and analyzing the competency value of librarians as information professions. First, the study divided the common competency value of librarians as human capital of libraries into skills, knowledge, behavior and attitude, and analyzed each area of competency value for librarians of the A-library. As a result, the average of the 'librarian's behavior and attitude' area was the highest, followed by the 'librarian's skill' area and the 'librarian's knowledge' area. Second, in terms of 'librarian's skill', A-library librarians' competence values were high in the order of 'communication', 'leadership', 'technology' and in the terms of 'librarian's knowledge' ones were high in the order of 'law and policy', 'marketing', 'learning and growth' and 'finance and accounting'. In addition, in areas of 'librarian's behavior and attitude', the factors were high in the order of 'ethics and values', 'interpersonal relationships' and 'customer service'. Third, the analysis of whether the average difference exists depending on the characteristics of A-library librarians on their evaluation of the competency value shows that only the 'working period' factor in the total competency value and the two factors 'age' and 'working period' were statistically significant in the 'librarian's knowledge' area. Forth, as a result of a regression analysis to identify the characteristics of A-library librarians and their impact on competency value, only the 'final education' factor was statistically significant for the competency value of the 'librarian's skill' area. Fifth, in the survey on problems and desirable improvement measures in increasing the competency value of librarians, the proportion of presenting problems and improvement plan in systemic aspects such as the 'librarian qualification system' and 'librarian training system' was high.

A Comparative Study on the Reading Behavior between Children of Children's Reading and Culture Movement Organization Members Versus Non-member Children: Based on Korean Children's Book Association (어린이 독서문화 운동단체 회원 자녀와 일반인 자녀의 독서행태 비교연구 - 어린이도서연구회를 중심으로 -)

  • Kim, Eun Ok
    • Journal of Korean Library and Information Science Society
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    • v.52 no.2
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    • pp.45-64
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    • 2021
  • This study compares the members of children's reading and culture movement organization versus general public and their children with the aim of understanding how parents' reading activities affect children's reading activities. The study surveyed 477 elementary school students and 483 parents from five special metropolitan cities regarding their reading behaviour. Reading behavior was investigated in terms of reading frequency, book selection information source, reading awareness, and preferred books, and it was confirmed that there was a difference between members of children's reading and culture movement organization and children of the general public. Members of children's reading and culture movement organization and their children showed superior reading habits in terms of both quantity and quality than non-members and their children, and the book selection information service was used. In terms of perception regarding reading, children's reading and culture movement organization members and their children found more "joy" in reading than "help in learning" as compared to the general public and their children. In terms of reading preference, children's reading and culture movement organization members and their children intensively preferred Korean creative fairy tales and picture books while the general public and their children preferred Korean creative fairy tales, picture books, and educational comics. In order to create a healthier reading culture and environment for the long term, the development of more active reading participation methods for the general public is required.

A Case Study on Necessity of Universal Computer Science Education in Elementary Schools to Nurture Digital Talents (디지털인재 양성을 위한 초등학교의 보편적 정보교육 도입의 필요성 연구)

  • Choi, Moonseok;Shin, Seungki
    • Journal of The Korean Association of Information Education
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    • v.26 no.3
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    • pp.209-218
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    • 2022
  • The government of South Korea discusses ways to expand computer science education to solve the digital divide. In-service elementary school teachers are also aware of the need for computer science education, with 77.3% of those who responded positively to the expansion of computer science education. The participating elementary school in this study has conducted computer science education for more than an hour per a week since the 1980s. As a result of a survey, the proportion of students taking private education was 16.2%. It shows 50.3% lower than 66.5% of other surveys conducted in 2021, which means the effectiveness in reducing private education when continuous computer science education is being conducted in the school system. In the case study analysis, teachers pointed out that the instructional content varies by instructors due to the absence of the national curriculum. The parents recognized the importance of computer science education but did not know the learning content and mentioned the necessity of the national computer science education curriculum. It means that computer science education should provide a universal educational opportunity as an independent subject in elementary schools for nurturing future talents.

A Study on Perceptions for Establishment of Comprehensive Operation Plan for Incheon Global Campus Library (인천글로벌캠퍼스도서관 종합운영계획 수립을 위한 인식조사 연구)

  • Kwak, Seung-Jin;Noh, Younghee;Ko, Jae Min;Kang, Bong-suk;Kim, Jeong-Taek
    • Journal of the Korean Society for information Management
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    • v.39 no.2
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    • pp.255-273
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    • 2022
  • This study is a basic study for establishing a comprehensive operation plan for the Incheon Global Campus Library in preparation for the 4th Industrial Revolution and the post-corona era. Based on this, it was intended to propose a direction for establishing a comprehensive operation plan in the future. As a result of the study, in the case of the first collection, a mid- to long-term plan for continuous expansion of the collection is required, and in particular, it seems that the expansion of major-related collections is necessary. In the case of the second service, it is necessary to support users' research by providing information services customized for each stage of research by users, information services customized for researchers, and research support services for departments, and it is necessary to provide information utilization education programs. Third, in the case of space, IGC users have very high demands for learning and research space, so it is necessary to improve education and related spaces that users want through space reorganization in the future. It is also necessary to expand the creative collaboration space as a place closely related to the lives of students, such as rest, etc. Lastly, in order to activate the homepage in relation to the homepage and information system, it is necessary to first expand the various contents and up-to-date data that users want on the homepage. In addition, it seems that the domestic electronic journal and DB provision plan should be implemented.

Direction of Emergency Rescue Education Based on the Experience of New 119 Paramedics for National Health Promotion (국민건강증진을 위한 응급구조학 교육의 나아갈 방향 -신임 119구급대원의 출동경험을 바탕으로-)

  • Kim, Jung-Sun
    • Journal of Korea Entertainment Industry Association
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    • v.15 no.1
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    • pp.207-220
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    • 2021
  • The purpose of the study is to investigate the application and utility of emergency rescue education and derive limitations, improvements and development directions of university education based on the field experience of 119 emergency medical technician(EMT)s. The research subjects were six new 119 emergency medical technician(EMT)s within three years of starting their first-aid service in the field. After conducting in-depth narrative interviews, the analysis was performed using Colaizzi method. The 82 formulated meanings were derived from significant statements. From formulated meanings, 23 themes, 4 theme clusters, 2 categories were identified. The four theme clusters were 'The effectiveness of university education', 'The limitations of university education', 'The direction of improvement in educational methodology' and 'The direction of improvement in educational contents. University education has been helpful overall, but limitations are observed at the same time, suggesting that it should be developed through the improvement of educational methodologies (i.e. problem-based learning, field case review, education through role-playing, simulation education, strengthening skill ect.) and educational content (i.e. training tailored to the field, education focused on trauma or cardiac arrest, expansion of triage education in disaster management, reinforcement of education on-site safety, education on special patients, diverse guidance and faculty for different perspectives).

A Qualitative Study on the Experiences of Grandmothers Raising Grandchildren during the COVID-19 Pandemic (코로나19 상황에서 조손가족 조모가 경험하는 손자녀 양육에 대한 질적 연구)

  • Park, Hwa-Ok;Lim, Jung-won;Kim, Min Jung
    • 한국노년학
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    • v.41 no.4
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    • pp.587-609
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    • 2021
  • The purpose of this study was to investigate parenting experiences among grandmothers raising their grandchildren from grandmothers' perspective, and a variety of their physical health, psychological and social challenges they were facing in everyday life. In addition, this study explored new issues, changes, and difficulties grandparents and their grandchildren were going through during the COVID-19 pandemic. Seven grandmothers raising their grandchildren without their cohabiting parents participated in an in-depth interview, and the qualitative date were obtained using semi-structured questionnaires. Analyses identified 5 main categories: 1) my emotion, worries, and coping with parenting grandchildren, 2) difficulties and obstacles facing in real life of the parenting, 3) conflicts and coping with growing grandchildren who showed new characters, 4) relationships and emotions among grandparents, parents, and grandchildren, and 5) needs and desires toward social services and support. Sixteen themes and 60 sub-themes were also derived. The majority of grandmothers expressed diverse difficulties in their dail y lives including ambivalent emotions regarding grandchild-rearing(rewards and burden), economic hardships, physical health limitations, and a lack of communications with their grandchildren. Further, findings indicated profound generation conflicts which had been even deepened during school close period in COVID-19 pandemic and had been associated with increased hours of using internet and playing computer games. The top priority of the social service needs among interviewed grandmothers was learning support for their grandchildren. Emotional support and social support to cover their lack of family interactions, and financial support were the next of their desired social services. Implications to improve social services for grandparent-headed families are discussed.