• Title/Summary/Keyword: International Relations and Education

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Application study of random forest method based on Sentinel-2 imagery for surface cover classification in rivers - A case of Naeseong Stream - (하천 내 지표 피복 분류를 위한 Sentinel-2 영상 기반 랜덤 포레스트 기법의 적용성 연구 - 내성천을 사례로 -)

  • An, Seonggi;Lee, Chanjoo;Kim, Yongmin;Choi, Hun
    • Journal of Korea Water Resources Association
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    • v.57 no.5
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    • pp.321-332
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    • 2024
  • Understanding the status of surface cover in riparian zones is essential for river management and flood disaster prevention. Traditional survey methods rely on expert interpretation of vegetation through vegetation mapping or indices. However, these methods are limited by their ability to accurately reflect dynamically changing river environments. Against this backdrop, this study utilized satellite imagery to apply the Random Forest method to assess the distribution of vegetation in rivers over multiple years, focusing on the Naeseong Stream as a case study. Remote sensing data from Sentinel-2 imagery were combined with ground truth data from the Naeseong Stream surface cover in 2016. The Random Forest machine learning algorithm was used to extract and train 1,000 samples per surface cover from ten predetermined sampling areas, followed by validation. A sensitivity analysis, annual surface cover analysis, and accuracy assessment were conducted to evaluate their applicability. The results showed an accuracy of 85.1% based on the validation data. Sensitivity analysis indicated the highest efficiency in 30 trees, 800 samples, and the downstream river section. Surface cover analysis accurately reflects the actual river environment. The accuracy analysis identified 14.9% boundary and internal errors, with high accuracy observed in six categories, excluding scattered and herbaceous vegetation. Although this study focused on a single river, applying the surface cover classification method to multiple rivers is necessary to obtain more accurate and comprehensive data.

Analysis of Psychosocial Factors Affecting Health Behavior Adherence among Community-dwelling Older Adults undergoing Percutaneous Coronary Intervention (관상동맥중재술을 받은 지역사회 거주 노인의 건강행위 이행에 영향 미치는 심리사회적 요인 분석)

  • Jeon, Hye-Won;Chang, Hee-Kyung
    • The Journal of the Convergence on Culture Technology
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    • v.6 no.4
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    • pp.231-244
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    • 2020
  • This study is a descriptive research to analyze psychosocial factors affecting health behavior adherence among community-dwelling older adults undergoing Percutaneous Coronary Intervention. Data were collected with structured questionnaires from 126 patients discharged after hospitalization from a university hospital in J city, Gyeongnam, from July 15 to October 2 in 2018, and analyzed using SPSS/WIN 21.0. The result shows that the general characteristics, such as existence of spouse, education level, subjective health status, and subjective life satisfaction, have a significant influence on health behavior adherence. The research also identifies that medical support and resilience are positively correlated with health behavior adherence. In contrast, perceived stress, 3 sub-categories from perceived stress such as, family relations, anxiety and withdrawal, poverty and finance, and depression are negatively correlated. In the multiple regression analysis, resilience, perceived stress from poverty and finance, education level, and subjective life satisfaction explained 27.9% of health behavior adherence among older adults undergoing Percutaneous Coronary Intervention. Based on the results of this study, it is necessary to develop and apply a nursing intervention program to improve the health behavior adherence of local older adults who had Percutaneous Coronary Intervention.

A Comparative Study on Institutional Influence Factors of Firm's Motivation of Participating and Investing in Apprenticeship in Germany and Korea (기업의 도제훈련 참여 및 투자 동기의 제도적 영향요인: 독일-한국 비교 연구)

  • LEE, Hanbyul
    • Korean Journal of Comparative Education
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    • v.27 no.1
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    • pp.247-284
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    • 2017
  • The purpose of this study is to analyze firm's motivation of participating and investing in apprenticeship in Germany and Korea, and to investigate institutional factors influencing firm's motivation. By comparing institutional factors of the two countries, it aims to drawing out policy implications for improving Korean apprenticeship. The main method for data collection was comprehensive literature review on international organizations, each countries' government and research institutes' policy materials, statistical data, research outputs and media resources related to each countries' apprenticeship. Considering whether firm's motivation for participating and investing in apprenticeship is production-oriented or investment-oriented, Germany is more inclined to investment motivation with firm's covering net cost during apprenticeship period. On the other hand, Korea is more inclined toward production orientation with firm's expectation of gaining net profit during the training period. Why is firm's training motivation different in these two countries? The author tried to find the reason from the difference of institutional factors of the countries by dividing institutional factors into 4 categories: context(tripartite relations, legal framework), input (flexibility of the system, government incentive), process(training contents, training duration, quality assurance), and output(completion/retention rate, apprentice's productivity). The key implication from the comparative analysis of institutional factors is that it is necessary to enforce companies to have "accountability" on the minimum critical elements, but also to ensure them to have "autonomy" on the rest of the elements.

The Effect of Marine Sport Event Visitors' Satisfactions and City Image on Revisit and Recommendation: Focusing on 2015 Busan Cup Women's International Match Race (해양스포츠 이벤트 관람자의 이미지, 만족도가 재방문 및 추천의도에 미치는 영향: 2015부산컵 세계여자매치레이스 요트대회를 중심으로)

  • Kim, Chan-Ryong;Lee, Jae Bin;Jang, Seung-Hyun
    • 한국체육학회지인문사회과학편
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    • v.56 no.1
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    • pp.53-65
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    • 2017
  • This study was conducted to examine how marine sport event visitors' satisfactions and city image effect on revisit and recommendation. To do this, we analyzed the socio-statistical characteristics of spectators, and examined the influence relationship among city image, satisfaction, revisit and recommendation intention. The results were as follows: First, 'family and relatives' as the companions of spectators of yacht competition were the most, and the route of acquiring the competition information was 'the other', in other words, that most of the respondents learned directly in the field, and 'car' as transportation means was the most. In addition, "local tourism" as watching purposes was the most and 'the day' as the period of stay was the most. Second, the image and satisfaction of spectators of yacht competition showed significant influence on revisit and recommendation intention. Specifically, program satisfaction and program agent satisfaction, which are a sub-factors of satisfaction, have a significant positive effect on revisit and recommendation intention. Through these research results, we were able to confirm inadequacy(lack of attractiveness, connections and public relations) of this event, and see what parts should be improved in order to be born again a sustainable event.

A Study on the Name of East Sea in the Francophone Media Source (불어권 언론 매체의 동해 표기 명칭 고찰)

  • Lim, Eunjin;Yi, Saangkyun
    • Journal of the Korean association of regional geographers
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    • v.22 no.4
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    • pp.745-760
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    • 2016
  • The name of a place represents the social and political power relations as well as showing a certain physical space. In particular, the East Sea is not only a representative name of areas represent our country, but also the name of place being in competition with the Sea of Japan internationally. Korea is committed in many ways to spread the name of East Sea in the international community, and gradually expand its name power. The purpose of this study was to investigate the names used in the newspapers and broadcasting in Francophone countries except France by analyzing the newspaper articles and broadcasting contents, and to illuminate how the names of the East Sea produced in France, and the discussion about the names were diffused in Francophone countries and what kind of influence they had on those countries. This study selected Algeria in North Africa, Belgium and Luxembourg in West Europe, and Quebec in Canada for the research areas. As a result, while Algeria in North Africa and Luxembourg are showing inhospitality to the name East Sea, Belgium and Quebec are taking a flexible attitude toward this name. In general, most Francophone countries are provided with press releases from AFP in France. Even in same article provided by AFP, The result shows that some media stick to use the name Sea of Japan solely, and others demonstrate a will to use both name East Sea and Sea of Japan simultaneously. This study was able to show that the diffusion and spread of the place name was significantly influenced by social, political interests and powers, the mess geopolitics in pop cultural materials.

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A Study on efficiency of security police through cooperation with private sector (민간영역과의 공조에 의한 경비경찰 효율화에 관한 연구)

  • Kim, Jin-Hyeok
    • Korean Security Journal
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    • no.20
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    • pp.119-140
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    • 2009
  • It seems that security police's business to secure safety of state and citizens has existed since the mankind began to create a community. State was not fully responsible for such security business from the beginning. The business was carried out autonomously by the private sector for a long period. However, as the state system had been strengthened, the public sector absorbed the function. But in the modern society where various risks exist, safety of society could not be guaranteed only by public police. Accordingly, cooperation with the private sector is indispensable. In the limit of public police, autonomous organization of security companies and general citizens is expanding its scope. As a result, they should exercise partnership as a tripod to build social safety net. Security police failed to secure manpower exclusively responsible for security, despite various businesses and excessive mobilization. Accordingly, their professionalism and ability to cope with crisis are being questioned. In particular, efficiency of security police is becoming a more urgent issue in an era of international terrorism. Private sector can be classified into security companies and private autonomous organization. In case of security companies, the problem is quality and business ability of guards compared to a rapid external growth such as quantitative expansion and advancement into various businesses. In terms of pure private activity, the necessity of understanding of public police activity and conditions for organizational and continuous activity should be prepared. To tide over such problems and effectively achieve the common goal, changes in the method of employment, new establishment of security police department, and strengthening of professionalism and crisis management ability are necessary in the public police sector. In case of security companies, improvement of relations with public police through joint education, strengthening of business ability and activation of business cooperation through these matters are necessary. To maximize activity of pure private sector, it needs to establish reserve police, manage such private autonomous organization and bolster publicity with citizens.

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Development of Coaching Model to Enhance Teaching Capability of Lifelong Educator (평생교육교수자의 교수역량 강화를 위한 코칭모델 개발)

  • Son, Sung Hwa;Kim, Jin Sook
    • The Journal of the Convergence on Culture Technology
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    • v.7 no.4
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    • pp.369-376
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    • 2021
  • The purpose of this study is to develop a coaching model which can enhance teaching ability of lifelong educator. To achieve this purpose, this study verifies and analyzes several documentary records related with diverse teaching capabilities, operation reality and coaching method run by lifelong educator. Furthermore, an in-depth interview about teaching capability was undertaken for field experts who have worked at the institutions of lifelong education for more than 10 years. As a result, the study could develop a coaching model to identify teaching capability of lifelong educator by conducting matrix analysis. First, according to the documentary studies, the paradigm for lifelong education has been shifted to centralize learner's demand with the advent of 4th industrial revolution and it suggests coaching capability which could enhance educator's capability should come first. A lifelong educator should have capabilities including identification of vision and goal, creation of mission declaration, development of coaching skill and procedure, management of crisis and coaching capability as an expert in the lifelong education field. Second, a model which can centralize learners could be developed for lifelong teaching capability by adopting a teaching capability suggested by field experts, According to the experts, it is essential to develop a program model to acquire professional knowledge, communication capability, understanding of adult learner, personal relations capability. If there is a model which can develop such capabilities, it is able to strengthen lifelong teaching capability to focus on learner's demand, mainly adult learners, a major consumer of the field. Third, a coaching model to enhance teaching capability for an educator is to acquire and implement sufficient step-by-step teaching capability which has been suggested from a procedure comprised of entrance, progress, critique and return. This, present study suggests, after the critique, a lifelong educator oneself can newly develop and extend a teaching capability basis on pursuing teaching capability as a lifelong educator through the return process.

Evolution of corporate social contribution activities in the era of the Fourth industrial revolution (4차 산업혁명 시대의 기업사회공헌 활동의 진화)

  • Kim, Minseok;Cho, Youngbohk
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.20 no.1
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    • pp.85-95
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    • 2019
  • Recently, studies on the fourth industrial revolution have been actively conducted in the areas of government, business, and academia. Corporate business models that utilize the major agendas of the fourth industrial revolution such as robots, artificial intelligence, Internet of things (IoT), and block chains have been created, and various changes have occurred in not only business, education, and living environments but also in international relations. In this study, we looked at changes in social contribution activities from the perspective of a company facing impacts of the fourth industrial revolution. This study examines the definition and activities of corporate social contribution and how we can contribute to society through corporate activities. 'AT Educom', LG Uplus 'Social Contribution through IoT', KT's anti-infectious disease prevention platform and cases of Intel using IoT. In addition, we have presented what we need to do in the future to promote corporate social contribution activities that will make more meaningful impacts on how corporate social contribution activities will change according to technology development. The first, measuring the performance of corporate social contribution activities needs a standardized methodology and social contribution activities through platform business and ICT should be actively pursued. Lastly, social contribution activities between companies and sectors will increase.

Inward Foreign Direct Investment and Working Conditions in Cambodia (캄보디아 외국인직접투자와 노동환경)

  • Lee, Sung-Cheol
    • Journal of the Economic Geographical Society of Korea
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    • v.17 no.4
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    • pp.832-847
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    • 2014
  • The main aim of this paper is to contribute to building some strategic foundations for future Korean foreign investors in Cambodia by investigating trends and institutional changes in inward foreign direct investment and working conditions in Cambodia. Rapid increase in labor costs, and investment incentives centering on high-tech industries in China and Vietnam has led to the relocation of labor-intensive industries into low wage countries since the early 2000. As a result, Cambodia has emerged as a new alternative investment region in which enable to off-set existing locational and institutional advantages, so that it has implicated in changes in Asian economic geographies. In addition, the Cambodian government has operated two labor relations projects - Better Factory Cambodia and Labor Dispute Resolution Project - with ILO to improve the working conditions of foreign investment firms. These projects could provide an insight into constructing strategies for foreign investment, and also imply institutional embeddedness in Cambodia.

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The Impact of Communication and Cultural Identity on Marital Satisfaction among Kosian Housewives in Rural Areas (농촌지역 코시안가정주부의 의사소통능력, 문화적 정체성이 결혼만족도에 미치는 영향)

  • Kwon, Bok-Soon;Cha, Bo-Hyun
    • Korean Journal of Social Welfare
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    • v.58 no.3
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    • pp.109-134
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    • 2006
  • The purpose of this study is to examine the impact of socio-demographic characteristics, communication ability and cultural identity on marital satisfaction among Kosian housewives living in rural areas. The findings of this study are summarized as follows; First, most Kosian housewives' motivation for international marriage is to seek economic advancement, but 30% of the respondents are below the minimum standard of living. Second, the mean score of Korean cultural identity(KCid) fell into the medium level of the scale, and it was higher than that of original cultural identity(OCid) Third, OCid showed statistically significant relations with age, nationality, occupation in their country, religion, number of children, period of marriage, and motivation for marriage. Fourth, more than half of them fell into the low level communication ability group. The high level communication ability group marked higher scores of KCid than the low level group. Fifth, the high level KCid group marked higher scores in marriage satisfaction than the low group. However, no statistical differences between high and low groups were found in OCid. Fifth, KCid is found to have the most strong impact on marriage satisfaction. The higher the score of KCid and of yearly mean income, the scores of marriage satisfaction were higher. And the lower the score of OCid and of education level, the scores of marriage satisfaction were lower.

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