• Title/Summary/Keyword: Concept learning

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Features of Problem-Finding and Problem-Solving of the Secondary Gifted Students in the Context of STEAM Convergent Problems (STEAM 문제 상황에서 중등 영재반 학생들이 나타낸 문제의 발견과 해결 특성)

  • Lee, Eunseon;Sim, Jaeho
    • Journal of Science Education
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    • v.45 no.1
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    • pp.23-41
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    • 2021
  • This study is to investigate the characteristics of problem-finding and problem-solving abilities demonstrated by the secondary gifted students in the context of STEAM convergent problems. For this, using the STEAM convergence problem solving ability test, we qualitatively and quantitatively compared and analyzed the workbook outputs written in the process of finding and solving problems for each student in the gifted class. The results are as follows: First, we found that the speciality of the major of the proposed activity paper influenced the preference for questions and pattern of finding problems. Second, it was found that the difference in the ability to find and solve problems for a specific task was not by the major of the gifted class, but by the composition of the group. Third, in finding and solving the STEAM convergent problem, the individual creativity and the cooperative creativity of the group were more significant than the major. These results suggest that it is necessary to include the affective factors of gifted students and the concept of cooperation in problem-finding and problem-solving ability evaluation, and there is a need to develop a teaching and learning strategy that can improve cooperative problem-solving skills so that group creativity can be exhibited well.

Development and Validation of Core Competency Assessment Tools for Engineering Student (공학계열 학생 핵심역량 진단도구 개발 및 타당화 연구)

  • Kim, Younyoung;Yoon, Jiyoung
    • Journal of Engineering Education Research
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    • v.24 no.4
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    • pp.3-20
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    • 2021
  • As we have become more interested in 'competency' that means ability to do something around the world, the competency of the best performers has also been introduced in the university curriculum as a concept of core competency. Research continues on why this competency-based education is needed compared to existing academic-oriented education, how it can be introduced into existing curricula, and how it can be developed and evaluated in detail. This study develops and validates core competency assessment tools that can diagnose core competencies of engineering students. Therefore, this research paper conducted a literature review related to core competencies and also core competency assessment tools of university students. It seeks to explore the implications of core competency assessment tools for engineering students and then lay the foundation for competency-based teaching and learning at engineering colleges. And also it defines the concepts of core competencies and each core competency of engineering students through prior research analysis of competence, core competence, and core competence of university students. The primary core competency assessment tool consisted of sub-factors and questions of core competencies. It were modified through the expert validation of the primary one and then it was used as a core competency assessment tools for preliminary investigation. The core competency assessment tools for engineering students are consisted of 6 competencies, 22 sub-factors, and 91 questions. There are core competencies as follows: engineering basic competencies, major engineering competencies, self-management competencies, communication competencies, interpersonal competencies, global competencies. The preliminary survey was conducted on 426 engineering students attending the Engineering Education FESTA 2019. The preliminary findings were derived by conducting exploratory factor analysis, confirmatory factor analysis, question characteristics analysis, and reliability analysis for validation. The core competency assessment tools developed through this study can be used to verify the effectiveness of the curriculum and programs for students at engineering colleges. In addition, the developed core competencies, sub-factors, and questions can be utilized in a series of courses that design, conduct, and evaluate engineering curricula and programs as competency-based curriculum. The significance of this study is to lay the groundwork for providing competency-based education engineering students to develop core competencies.

Analysis on the Characteristics of Academic Achievement About 'properties of matter' and 'change of matter': Focusing on the Results of the National Assessment of Educational Achievement (NAEA) in the 2009 Revised Curriculum (물질의 성질 및 물질의 변화 영역에서 중학생들의 학업성취 특성 분석 : 2009 개정 교육과정 시기 국가수준 학업성취도 평가 결과를 중심으로)

  • Jongho, Baek;Wonho, Choi
    • Journal of the Korean Chemical Society
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    • v.66 no.6
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    • pp.493-508
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    • 2022
  • Chemistry is the subject which includes properties, change, and composition of matter. Chemistry has the system which explains observable properties and change with microscopic level, it explains them using scientific theory and laws. In the national-level curriculum, the properties and changes of matter are continuously dealt with from elementary school to high school, and the curriculum are organized so that students could strengthen their understanding about matter. In other words, understanding of the properties and changes of matter is the base to explain everyday life with the view of chemistry, and these two are classified as domains of chemistry in the 2015 revised science curriculum. In this study, we confirmed students' understanding about properties of matter and change of matter, through the analysis about results of the National Assessment of Educational Achievement (NAEA). For that purpose, this study analyzed the 12 items about properties of matter, and 19 items about change of matter, which were used in the NAEA from 2015 to 2019. According to the results of classifying and analyzing questions according to the core concept, the understanding about the two domains significantly changed between the proficient achievement-level students and basic achievement-level students. Depending on the achievement-level, there was a difference in explaining the phenomenon by using the perspective of particles, and by associating scientific concepts and models, or there was a difference in understanding the inquiry related to these two domains. Based on this analysis, this study discussed some implications to be improved on teaching-learning for 'properties of matter', and 'change of matter'.

Analysis for Trends and Causes of the Decline in Korean Students' Positive Experiences about Science (우리나라 학생의 과학긍정경험 추이 및 하락 원인 분석)

  • Kim, Hyunjung;Kang, Hunsik;Lee, Jaewon;Kim, Yool;Jeong, Jihyeon;Jeong, Eunyoung;Yoon, Hye-Gyoung;Park, Jisun;Lee, Sunghee
    • Journal of The Korean Association For Science Education
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    • v.42 no.2
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    • pp.215-226
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    • 2022
  • This study analyzed the trends and causes of the decline in Korean students' positive experiences about science (PES). To do this, 4th to 10th grade students were sampled by grade at general elementary, middle, and high schools in Seoul, and then a questionnaire was administered to ask the students about their PES and the causes for their decline. The results of one-way ANOVA for Test for Indicators of Positive Experiences about Science (TIPES) revealed that there were no statistically significant differences according to grade and school level in the overall mean of TIPES scores. However, the results were slightly different for each sub-component. That is, in 'science academic emotion,' the mean of elementary school students was statistically significantly higher than that of middle school students. In addition, the mean of 4th graders was significantly higher than the mean of middle school 1st graders, middle school 3rd graders, and high school 1st graders, respectively. The mean of high school students was statistically significantly higher than that of middle school students in 'science-related career aspiration.' In the 'science-related self-concept', 'science learning motivation,' and 'science-related attitude,' the differences in scores according to grade and school level were not statistically significant. The main causes of the decline in each sub-components of PES were somewhat different depending on the school level. Based on these results, the ways to improve students' PES were sought according to grade and school level.

The Role of Fundamentalization of Education in Improving the Future Specialists Professional Training with Usage of Multimedia Technologies

  • Palshkov, Kostiantyn;Kochubei, Olena;Tsokur, Olga;Tiahur, Vasyl;Tiahur, Liubomyra;Filimonova, Tetiana;Kuzminskyi, Anatolii
    • International Journal of Computer Science & Network Security
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    • v.22 no.9
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    • pp.95-102
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    • 2022
  • The article considers the fundamentalization of education in improving the future specialists professional training with usage of multimedia technologies by various scientists. Various points of view and approaches to defining the concepts of fundamentalization of education and multimedia technologies are identified. The concept of fundamentalization of professional training of a future specialist is based on the goals and functions of fundamentalization and - on the ways and means of achieving it, etc. Most authors agree only in their views that the fundamentalization of education is aimed at improving the quality of education and the education of the individual. Others involve the formation of a culture and worldview, increasing the creative and intellectual potential, forming the professional competence of a specialist and the potential for further education, and so on. The term multimedia refers to interactive systems that provide processing of moving and still video images, animated graphics, high-quality audio and speech. It is found out that professional training of a specialist by means of multimedia technologies includes not only the activities of the teacher and student, which form the learning process, but also the independent activity of the subject, self-development, assimilation of experience by the subject through analysis, comprehension and transformation of the field of activity in which he is included. It is revealed through the implementation of which approaches to the fundamentalization of higher professional education, it becomes possible to fully present theoretical training courses and effectively pass practical training by students, which contributes to improving the quality of training of future specialists in higher education institutions. Theoretical analysis of scientific views indicates a fairly serious attention of scientists to the problem of professional readiness of specialists and the possibility of higher educational institutions in preparing for it. At the same time, professional readiness is considered from different positions: as an active state of a person, which manifests itself in activity; as a result of activity; as goals of activity; as a quality that characterizes the attitude to solving professional problems and social situations; as a prerequisite for purposeful activity; as a form of activity of the subject; as an integral formation of personality; as a component of socio-professional culture; as a complex professionally significant neoplasm of the individual.

An Analysis of Korean Language Learners' Understanding According to the Types of Terms in School Mathematics (수학과 용어 유형에 따른 한국어학습자의 이해 분석)

  • Do, Joowon;Chang, Hyewon
    • Communications of Mathematical Education
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    • v.36 no.3
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    • pp.335-353
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    • 2022
  • The purpose of this study is to identify the characteristics and types of errors in the conceptual image of Korean language learners according to the types of terms in mathematics that are the basis for solving mathematical word problems, and to prepare basic data for effective teaching and learning methods in solving the word problems of Korean language learners. To do this, a case study was conducted targeting four Korean language learners to analyze the specific conceptual images of terms registered in curriculum and terms that were not registered in curriculum but used in textbooks. As a result of this study, first, it is necessary to guide Korean language learners by using sufficient visualization material so that they can form appropriate conceptual definitions for terms in school mathematics. Second, it is necessary to understand the specific relationship between the language used in the home of Korean language learners and the conceptual image of terms in school mathematics. Third, it is necessary to pay attention to the passive term, which has difficulty in understanding the meaning rather than the active term. Fourth, even for Korean language learners who do not have difficulties in daily communication, it is necessary to instruct them on everyday language that are not registered in the curriculum but used in math textbooks. Fifth, terms in school mathematics should be taught in consideration of the types of errors that reflect the linguistic characteristics of Korean language learners shown in the explanation of terms. This recognition is expected to be helpful in teaching word problem solving for Korean language learners with different linguistic backgrounds.

Reconceptualization of Catechesis for Forming Holistic Faith (통전적 신앙형성을 위한 교리교육의 재개념화)

  • Jang, Shin-Geun
    • Journal of Christian Education in Korea
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    • v.68
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    • pp.175-216
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    • 2021
  • This essay aims to seek an alternative model of catechesis, as this form of education faces various challenges from the Korean Church especially during COVID-19 pandemic. For a long time, catechesis in the Korean Church narrowly focused on the act of producing Christians who would be loyal to the local church, rather than focusing on nurturing members loyal to Christ, an issue that has been problematized in recent publications on catechesis. Thus, the loss of social trust in the Korean Church and the decline of its public image exemplify how this type of catechesis as disciple-making for local church's benefit, mostly nurtures a vertical dimension of faith. The current teaching and learning method mostly employs a unilateral transfer of doctrine from the teacher to the learner and emphasizes the memorization of doctrine. This type of instruction renders the catechesis as the most lackluster and outdated form of Christian education. This essay aims to reconceptualize the traditional model of catechesis. This essay first critically evaluates current situations of catechesis and presents several alternative meanings on the concept of doctrine. Then it explores the theories of catechesis through different models posed by Christian educators such as John Westerhoff III and Richard Osmer. The final section is devoted to presenting an alternative form of catechesis that focuses on seeking holistic faith.

Optimization of Abdominal X-ray Images using Generative Adversarial Network to Realize Minimized Radiation Dose (방사선 조사선량의 최소화를 위한 생성적 적대 신경망을 활용한 복부 엑스선 영상 최적화 연구)

  • Sangwoo Kim;Jae-Dong Rhim
    • Journal of the Korean Society of Radiology
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    • v.17 no.2
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    • pp.191-199
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    • 2023
  • This study aimed to propose minimized radiation doses with an optimized abdomen x-ray image, which realizes a Deep Blind Image Super-Resolution Generative adversarial network (BSRGAN) technique. Entrance surface doses (ESD) measured were collected by changing exposure conditions. In the identical exposures, abdominal images were acquired and were processed with the BSRGAN. The images reconstructed by the BSRGAN were compared to a reference image with 80 kVp and 320 mA, which was evaluated by mean squared error (MSE), peak signal-to-noise ratio (PSNR), and structural similarity index measure (SSIM). In addition, signal profile analysis was employed to validate the effect of the images reconstructed by the BSRGAN. The exposure conditions with the lowest MSE (about 0.285) were shown in 90 kVp, 125 mA and 100 kVp, 100 mA, which decreased the ESD in about 52 to 53% reduction), exhibiting PSNR = 37.694 and SSIM = 0.999. The signal intensity variations in the optimized conditions rather decreased than that of the reference image. This means that the optimized exposure conditions would obtain reasonable image quality with a substantial decrease of the radiation dose, indicating it could sufficiently reflect the concept of As Low As Reasonably Achievable (ALARA) as the principle of radiation protection.

DoS/DDoS attacks Detection Algorithm and System using Packet Counting (패킷 카운팅을 이용한 DoS/DDoS 공격 탐지 알고리즘 및 이를 이용한 시스템)

  • Kim, Tae-Won;Jung, Jae-Il;Lee, Joo-Young
    • Journal of the Korea Society for Simulation
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    • v.19 no.4
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    • pp.151-159
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    • 2010
  • Currently, by using the Internet, We can do varius things such as Web surfing, email, on-line shopping, stock trading on your home or office. However, as being out of the concept of security from the beginning, it is the big social issues that malicious user intrudes into the system through the network, on purpose to steal personal information or to paralyze system. In addition, network intrusion by ordinary people using network attack tools is bringing about big worries, so that the need for effective and powerful intrusion detection system becomes very important issue in our Internet environment. However, it is very difficult to prevent this attack perfectly. In this paper we proposed the algorithm for the detection of DoS attacks, and developed attack detection tools. Through learning in a normal state on Step 1, we calculate thresholds, the number of packets that are coming to each port, the median and the average utilization of each port on Step 2. And we propose values to determine how to attack detection on Step 3. By programing proposed attack detection algorithm and by testing the results, we can see that the difference between the median of packet mounts for unit interval and the average utilization of each port number is effective in detecting attacks. Also, without the need to look into the network data, we can easily be implemented by only using the number of packets to detect attacks.

Relationship between Science Academic Passion, Positive Experience about Science and Scientific Creativity in Elementary Science-Gifted Students (초등 과학영재 학생의 과학 학업 열정 및 과학 긍정 경험과 과학적 창의성의 관계)

  • Kang, Hunsik
    • Journal of Korean Elementary Science Education
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    • v.42 no.3
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    • pp.455-466
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    • 2023
  • This study explored the relationship between science academic passion, positive experience about science and scientific creativity in elementary science-gifted students. To do this, 108 science-gifted students from grades 3 to 6 were selected. After conducting the tests on their science academic passion, positive experience about science and scientific creativity, descriptive statistics, correlation analysis, and multiple regression analysis were conducted. The results revealed that the students exhibited relatively high levels of science academic passion and positive experience about science, but their scientific creativity was not relatively high. While there was no statistically significant correlation between the overall science academic passion and scientific creativity, there was a significant negative correlation with scientific creativity in the aspect of 'obsessive passion' of the five subcategories ('importance', 'like', 'time/energy investment', 'harmonious passion', and 'obsessive passion'). Furthermore, the five subcategories, particularly 'like', 'harmonious passion', and 'obsessive passion' were statistically significant predictors of scientific creativity. However, the five subcategories of positive experience about science ('science academic emotion', 'science-related self-concept', 'science learning motivation', 'science-related career aspiration', and 'science-related attitude') did not exhibit statistically significant correlations with scientific creativity and did not had a significant influence on it. Additionally, neither the overall science academic passion nor the overall positive experience about science had a statistically significant effect on scientific creativity. Educational implications of these results were discussed.