• Title/Summary/Keyword: Developing Strategies

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Bayesian Game Theoretic Model for Evasive AI Malware Detection in IoT

  • Jun-Won Ho
    • International journal of advanced smart convergence
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    • 제13권3호
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    • pp.41-47
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    • 2024
  • In this paper, we deal with a game theoretic problem to explore interactions between evasive Artificial Intelligence (AI) malware and detectors in Internet of Things (IoT). Evasive AI malware is defined as malware having capability of eluding detection by exploiting artificial intelligence such as machine learning and deep leaning. Detectors are defined as IoT devices participating in detection of evasive AI malware in IoT. They can be separated into two groups such that one group of detectors can be armed with detection capability powered by AI, the other group cannot be armed with it. Evasive AI malware can take three strategies of Non-attack, Non-AI attack, AI attack. To cope with these strategies of evasive AI malware, detector can adopt three strategies of Non-defense, Non-AI defense, AI defense. We formulate a Bayesian game theoretic model with these strategies employed by evasive AI malware and detector. We derive pure strategy Bayesian Nash Equilibria in a single stage game from the formulated Bayesian game theoretic model. Our devised work is useful in the sense that it can be used as a basic game theoretic model for developing AI malware detection schemes.

학교건강증진사업의 주요 영역과 전략 개발을 위한 선진사례 분석 (Analysis of Advanced School Health Promotion Policies and Programs for Developing Effective School Health Strategies)

  • 김명;김혜경
    • 한국학교ㆍ지역보건교육학회지
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    • 제8권1호
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    • pp.13-27
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    • 2007
  • The role of school as a key setting for health promotion practices should be empathized. However, there were limitations for the effectiveness of school health promotion practices in Korea because of the lack of recognition about its importance, social support, guiding principles of the school health promotion services by the school health related law, and cooperation between school and community. The purpose of this study was to analyse the advanced cases from The United States, Japan, Europe and Australia, and to evaluate the applicability to school health promotion services in Korea for establishing the strategy for effective implementation of school health promotion program in Korea. Four cases of school health program were selected for analysis, including Coordinated School Health Program and National School Health Strategies in the USA, Healthy Japan21, National School Health Initiative in Australia and the European Network of Health Promoting Schools. Major conclusions were as follows: 1. Advanced cases of school health programs were comprehensive in nature. 2. Integrated school and community health promotion efforts was emphasized. mostly. 3. Governmental agencies played an active role in conducting surveillance activities to monitor priority health risk behaviors, developing school health program and training manual, providing periodic program evaluation. 4. Life skill focused health education was the key component for the comprehensive school health program. For the improvement of efficiency in school health promotion practices, above advanced strategies for school health promotion program would be necessary.

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한국의 농촌개발 경험이 베트남에 주는 시사점 (Korea's Rural Development Characteristics and the Implications to Vietnam)

  • 임상봉
    • 농촌계획
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    • 제22권3호
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    • pp.71-80
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    • 2016
  • Korea is becoming a model country for the developing countries' agricultural and rural development. Drawing implications for Vietnam from Korea's experiences can help make development strategies and policies for other developing countries including North Korea as well as for Vietnam itself. Vietnam is facing an inefficiency in agricultural production and the gap between urban and rural growth has been widening. Farm sizes per household are small and farmlands are scattered. Diversification in rural industry is very restricted. To attack these problems, investment is urgently needed for rural infrastructure building as well as agricultural structure adjustment. In the process of rural development, there have been also encountered such problems as financial procurement, community's spontaneous participation, manpower development for adjusting to industrial structural change. Korea's experiences may be helpful for establishing rural development strategies and policies in Vietnam. Benchmark scopes can go beyond Saemaul Undong in 1970s. Korea's pre- and post-Saemaul Undong era as well as the Saemaul Undong era can be referred. In the wake of globalization, Vietnam has not only experienced compressed rapid economic growth but also encountered policy tasks to eradicate poverty, to realize self-reliance and income increase, and to lessen urban-rural development gap, at the same time. Korea's experiences show that priority needs to be put on the establishment of national and rural development strategies based on Vietnam-specific conditions, utilization of village's resources including community tradition and social capital, fund raising for rural development, farmland development and mobilization, production and living infrastructure building, technology transfer for farmers and vocational training for new job seekers.

직업훈련기관의 발전전략과 CEO의 역량 탐색을 위한 델파이 조사 (Search for Strategies of Vocational Training Institutes and their Competencies of CEO based on Delphi Method)

  • 김정일;권오영;임경화
    • 한국실천공학교육학회논문지
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    • 제4권1호
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    • pp.146-155
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    • 2012
  • 이 연구는 '직훈기관 경영실태 분석 및 교육모델개발'의 일환으로 수행되었으며 그 목적은 직훈 기관의 발전전략을 탐색하고 CEO의 역량을 규범적으로 추출한 후 이를 바탕으로 기관장의 실용적이고 전문인 교육모델과 교육프로그램을 개발하는데 있다. 조사는 민간 직훈기관, 공공 직훈기관, 학원을 대상으로 하였다. 주요 조사내용은 유형별 발전전략, CEO의 역량, 그리고 교육영역 및 교육프로그램이다. 조사 방법은 직업능력개발 분야의 전문가 30명을 패널로 구성하여 델파이 방법(Delphi Method)을 적용하였으며 조사는 2회 실시하였다. 주요 조사결과로 직훈기관별로 차별화 된 전략이 제시되었다. 공공 직훈기관은 국가적 과제나 민간 직훈기관과 학원을 지원해야 하며, 민간 직훈기관은 전문성과 교육프로그램의 지역수요 특화가 강조되었다. 학원은 단기 서비스 교육을 강화해야 한다는 것이었다. 전문가들이 강조하는 직훈기 관장의 역량으로는 직업훈련제도 및 정책변화, 비전제시 능력, 윤리의식 및 사명감으로 조사되었다.

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수학적 모델링 과정을 반영한 교과서 문제 재구성 예시 및 적용 (Reconstruction and application of reforming textbook problems for mathematical modeling process)

  • 박선영;한선영
    • 한국수학교육학회지시리즈A:수학교육
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    • 제57권3호
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    • pp.289-309
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    • 2018
  • There has been a gradually increasing focus on adopting mathematical modeling techniques into school curricula and classrooms as a method to promote students' mathematical problem solving abilities. However, this approach is not commonly realized in today's classrooms due to the difficulty in developing appropriate mathematical modeling problems. This research focuses on developing reformulation strategies for those problems with regard to mathematical modeling. As the result of analyzing existing textbooks across three grade levels, the majority of problems related to the real-world focused on the Operating and Interpreting stage of the mathematical modeling process, while no real-world problem dealt with the Identifying variables stage. These results imply that the textbook problems cannot provide students with any chance to decide which variables are relevant and most important to know in the problem situation. Following from these results, reformulation strategies and reformulated problem examples were developed that would include the Identifying variables stage. These reformulated problem examples were then applied to a 7th grade classroom as a case study. From this case study, it is shown that: (1) the reformulated problems that included authentic events and questions would encourage students to better engage in understanding the situation and solving the problem, (2) the reformulated problems that included the Identifying variables stage would better foster the students' understanding of the situation and their ability to solve the problem, and (3) the reformulated problems that included the mathematical modeling process could be applied to lessons where new mathematical concepts are introduced, and the cooperative learning environment is required. This research can contribute to school classroom's incorporation of the mathematical modeling process with specific reformulating strategies and examples.

초등학생의 과학에 대한 인식론적 신념과 학습자 특성과의 관련성 분석 (An Analysis of Relationships between Epistemological Beliefs about Science and Learner's Characteristics of Elementary School Students)

  • 이주연;백성혜
    • 한국초등과학교육학회지:초등과학교육
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    • 제25권2호
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    • pp.167-178
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    • 2006
  • The purpose of this study was to explore characteristics of sixth grade students' opistemological beliefs in science and the relationship to learner's characteristics: learning motivation, learning strategies, and logical thinking. The subjects were 265 sixth graders and data was collected through two types of questionnaires, translated and modified by researchers: opistemological beliefs regarding science, learning motivation & strategies. The results of this study were as follows. The students believed that the goals of science were related to activations such as 'Science is experiment', or 'Science is invention: These beliefs were connected with the emphasis of science classes or the focus of the science curriculum. However, the students' beliefs related to the changeability of science knowledge, the source of science knowledge, and the role of experiments in developing knowledge were oriented to modern opistemological views. Moreover, the beliefs were meaningfully related to students' characteristics: learning motivation, learning strategies, and logical thinking. Among the students' characteristics, logical thinking was especially related to all of the factors of students' beliefs: the changeability of science knowledge, the source of science knowledge, and the role of experiments in developing knowledge. However, the students who believed that scientific knowledge came from scientists, science teachers, or science textbooks had high levels of self-efficacy. Therefore, the belief that scientific knowledge is formed by self-discovery, in order to generate high self-efficacy, needs to be encouraged. From the results, it is possible to check the orientation of current science education based on the students' opistemological beliefs. In addition, the resources can be accumulated for persevering in our efforts to achieve a positive orientation for science education.

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Information and Analytical Support of Anti-Corruption Policy

  • Novak, Anatolii;Bashtannyk, Vitalii;Parkhomenko-Kutsevil, Oksana;Kuybida, Vasyl;Kobyzhcha, Nataliia
    • International Journal of Computer Science & Network Security
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    • 제21권3호
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    • pp.134-140
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    • 2021
  • The development of technology speeds up the process of obtaining information and its analysis to track the level of corruption in different countries and develop countermeasures. This study examines the role of information and analytical support of anti-corruption policy as a tool for government accountability and analysis, evaluation, combating corruption in Eastern Europe. The purpose of the article is to identify the components of the information-analytical system that help reduce the level of corruption. The research methodology is based on a qualitative content analysis of the functioning of information and analytical systems of Ukraine used by anti-corruption bodies. A quantitative analysis of the CPI score was conducted, according to Transparency International, to identify the effectiveness of anti-corruption policies in developing countries. The results show similar trends in countries developing on the effect of the use of information and analytical systems in the implementation of anti-corruption policies, strategies and measures. The strategy to combat corruption mainly involves increasing the independence and powers of anti-corruption bodies. Therefore, the development of information and analytical support is aimed at automating the processes of pre-trial investigations and criminal proceedings, information protection. As a tool for accountability, information and analytical systems may be ineffective due to the abuse of power by higher anti-corruption bodies due to political pressure from elite structures. Restrictions on political will are a major problem for the effectiveness of anti-corruption policies.

리질리언스 관점에서 수변 공간 계획에 관한 고찰 - 리질리언트 바이 디자인 공모전과 스펀지 시티 프로젝트를 바탕으로 (A Study on Waterfront Planning and Design from the Perspective of Resilience - Focusing on Resilient by Design Challenge and Sponge City)

  • 전진현
    • 한국재난정보학회 논문집
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    • 제19권3호
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    • pp.562-571
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    • 2023
  • 연구목적: 본 연구는 물과 관련된 재난의 심각성과 이에 대한 도시 대응 전략마련의 중요성에 초점을 맞추어 탄력적인 수변 공간 재구조화의 방향성 모색을 목표로 한다. 연구방법: 이를 위해 도시 리질리언스의 이론적 고찰을 토대로 해외의 계획 및 설계사례를 분석하여 국내 수변 공간 계획·설계에 적용 가능한 물리적·사회 시스템적 설계요소를 도출하였다. 연구결과: 리질리언트 바이 디자인 공모전의 제안들은 기존 계획안들과 비교하여, 더욱 체계적인 방식으로 탄력적인 사회 시스템 마련과 지속가능성을 위한 전략들을 담고 있었으며, 스펀지 시티 프로젝트들에서는 탄력적 도시 수변 공간조성을 위한 다양한 물리적 설계전략과 기술들을 발견하였다. 결론: 교육적 기능의 제고와 주민참여의 확대, 가버넌스 시스템의 마련과 체계적인 지속가능한 계획 수립, 생태적 접근방식과 다양한 저영향개발기법 도입 등은 재난에 탄력적으로 대응하기 위한 국내 수변 공간 계획·설계에 고려되어야 할 요소들이다.

플립드러닝 성과를 예측하기 위한 설문조사 기반의 비정형 데이터 분석 (Survey-based unstructured data analysis to predict flipped learning performance)

  • 김차영;김윤
    • 문화기술의 융합
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    • 제9권6호
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    • pp.519-524
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    • 2023
  • 본 연구는 IT 관련 다양한 교양과목의 플립드 러닝 적용에 있어서 운영에 대한 경험을 정리하면서, 구체적인 적용 방법을 제안한다. 그동안은 플립드 러닝에 대한 다양한 전략과 학습자 반응을 분석하는 연구들이 대부분이었다. 현재는 플립드러닝 수업을 운영하는 주체자인 교수자들이 해당 과목들을 운영하면서, 즉각적인 피드백과 적용을 할 수 있는 방안에 대한 연구가 필요한 시점이다. 이에 관한 연구들이 점차 나오고 있는데, 일반적으로 교수자 본인들의 수업 운영의 구조를 개발하거나, 토론 수업과 접목하거나, 다양한 콘텐츠 개발하기 등과 같은 다양한 전략을 적용 후, 결과를 통한 참고 자료에 대한 공유 연구가 대부분이다. 본 연구는 즉각적인 피드백을 받을 수 있는 설문조사인 비정형 데이터를 기반으로 분석하여, 다양한 전략이 해당 과목에서 어떻게 적용되고, 결과를 얻을 수 있는지 수업 운영과 동시에 분석할 수 있는 방법을 제안한다.

Distribution and Determinants of Low Birth Weight in Developing Countries

  • Mahumud, Rashidul Alam;Sultana, Marufa;Sarker, Abdur Razzaque
    • Journal of Preventive Medicine and Public Health
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    • 제50권1호
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    • pp.18-28
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    • 2017
  • Objectives: Low birth weight (LBW) is a major public health concern, especially in developing countries, and is frequently related to child morbidity and mortality. This study aimed to identify key determinants that influence the prevalence of LBW in selected developing countries. Methods: Secondary data analysis was conducted using 10 recent Demography and Health Surveys from developing countries based on the availability of the required information for the years 2010 to 2013. Associations of demographic, socioeconomic, community-based, and individual factors of the mother with LBW in infants were evaluated using multivariate logistic regression analysis. Results: The overall prevalence of LBW in the study countries was 15.9% (range, 9.0 to 35.1%). The following factors were shown to have a significant association with the risk of having an LBW infant in developing countries: maternal age of 35 to 49 years (adjusted odds ratio [aOR], 1.7; 95% confidence interval [CI], 1.2 to 3.1; p<0.01), inadequate antenatal care (ANC) (aOR, 1.7; 95% CI, 1.1 to 2.8; p<0.01), illiteracy (aOR, 1.5; 95% CI, 1.1 to 2.7; p<0.001), delayed conception (aOR, 1.8; 95% CI, 1.4 to 2.5; p<0.001), low body mass index (aOR, 1.6; 95% CI, 1.2 to 2.1; p<0.001) and being in the poorest socioeconomic stratum (aOR, 1.4; 95% CI, 1.1 to 1.8; p<0.001). Conclusions: This study demonstrated that delayed conception, advanced maternal age, and inadequate ANC visits had independent effects on the prevalence of LBW. Strategies should be implemented based on these findings with the goal of developing policy options for improving the overall maternal health status in developing countries.