• Title/Summary/Keyword: 실천계획

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Education Plan of Artificial Intelligence Programming using Raspberry Pi for Computer Major Students of Industrial Specialized High Schools (공업계 특성화고등학교 컴퓨터 전공 학생들을 위한 라즈베리파이 활용 인공지능 프로그래밍 교육 방안)

  • Semin Kim
    • Journal of Practical Engineering Education
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    • v.15 no.2
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    • pp.365-371
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    • 2023
  • In this study, we proposed a plan to educate computer students at industrial specialized high schools about artificial intelligence programming using Raspberry Pi. To create an educational program, we received advice from experts working in schools and industries, analyzed existing research and requirements, designed weekly learning plans, developed teaching materials, and conducted classes. Due to the small number of research subjects, interviews were conducted with students, and the results of the teacher's diary were also presented to derive qualitative research results. The main interview results show that although it is true that interest in the field of artificial intelligence has increased through the class, many responded that the learning content is still difficult. The teacher's diary mainly included information about the latest trends in the industry that informatics and computer teachers should not miss out on. We hope that this study will provide an opportunity to meet the needs of the industry by increasing the proportion of artificial intelligence programming in industrial specialized high schools.

Development of a Data Science Education Program for High School Students Taking the High School Credit System (고교학점제 수강 고등학생을 위한 데이터과학교육 프로그램 개발)

  • Semin Kim;SungHee Woo
    • Journal of Practical Engineering Education
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    • v.14 no.3
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    • pp.471-477
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    • 2022
  • In this study, an educational program was developed that allows students who take data science courses in the high school credit system to explore related fields after learning data science education. Accordingly, the existing research and requirements for data science education were analyzed, a learning plan was designed, and an educational program was developed in accordance with a step-by-step educational program. In addition, since there is no research on data science education for the high school credit system in existing studies, the research was conducted in the stages of problem definition, data collection, data preprocessing, data analysis, data visualization, and simulation, and referred to studies on data science education that have been conducted in existing schools. Through this study, it is expected that research on data science education in the high school credit system will become more active.

Image-Based Skin Cancer Classification System Using Attention Layer (Attention layer를 활용한 이미지 기반 피부암 분류 시스템)

  • GyuWon Lee;SungHee Woo
    • Journal of Practical Engineering Education
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    • v.16 no.1_spc
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    • pp.59-64
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    • 2024
  • As the aging population grows, the incidence of cancer is increasing. Skin cancer appears externally, but people often don't notice it or simply overlook it. As a result, if the early detection period is missed, the survival rate in the case of late stage cancer is only 7.5-11%. However, the disadvantage of diagnosing, serious skin cancer is that it requires a lot of time and money, such as a detailed examination and cell tests, rather than simple visual diagnosis. To overcome these challenges, we propose an Attention-based CNN model skin cancer classification system. If skin cancer can be detected early, it can be treated quickly, and the proposed system can greatly help the work of a specialist. To mitigate the problem of image data imbalance according to skin cancer type, this skin cancer classification model applies the Over Sampling, technique to data with a high distribution ratio, and adds a pre-learning model without an Attention layer. This model is then compared to the model without the Attention layer. We also plan to solve the data imbalance problem by strengthening data augmentation techniques for specific classes.

Career Exploration Education Program Related to the Development of a Record Management System for Students Ahtletes (운동부 학생을 위한 기록관리 시스템 개발 관련 진로탐구 교육 방안)

  • Kangsoo You
    • Journal of Practical Engineering Education
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    • v.16 no.1_spc
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    • pp.71-78
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    • 2024
  • This study developed an educational program to help students athletes explore their career options. In preparation for when students in the athletic department do not succeed in sports, the need for career guidance in other fields of our society was emphasized, existing research was analyzed, requirements were identified, and a study plan was designed. Based on this, it was established a career exploration education program for records management system development in a step-by-step. Referring to previous research on career guidance in elementary, middle, and high schools, the study was conducted in the following 4 stages: analysis, development, desingn, application. In addition, students in the athletics department were able to learn more with interest by developing software related to their field. It is expected that this studyresearchwill contribute to eht divesification of research on career guidance for student athletes.

The Effect and Disturbance Factors of Practical-Based Teacher Education Program for the Development of TPACK in Pre-service Chemistry Teachers (예비화학교사의 TPACK 발달을 위한 실천기반 교사교육 프로그램의 효과 및 방해 요인 분석)

  • Jung, Mi Sun;Paik, Seoung-Hey
    • Journal of the Korean Chemical Society
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    • v.66 no.4
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    • pp.305-322
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    • 2022
  • In this study, a practice-based teacher education program was developed and applied to improve the TPACK of pre-service chemistry teachers. Also the program effect and obstacles were confirmed by measuring the development of TPACK. The participants of this study were 20 pre-service chemistry teachers of 3rd grade and 2 pre-service chemistry teachers of 4th grade who took chemistry education courses at K University located in Chungcheongbuk Province. The developed teacher education program consisted of four stages: preparation, rehearsal, practice, and reflection. The feedbacks from researchers and colleagues pre-service teachers were provided in preparation, rehearsal, and reflection stages. As a result of the study, the program of this study did not show an educational effect in the "constructive learning activities" of preservice teachers, but it was found to have an educational effect in "problem solving". In other words, in "constructive learning activity", most pre-service teachers were at 0 level before and after the program. The pre-service teachers designed the class to unilaterally provide technology to simply use it as a tool to explain subject content or revise misconceptions, and learners can passively acquire knowledge. However, in the case of "problem solving", the pre-service teachers who were at level 0 before the educational program changed to level 1. Before the program, the pre-service teachers designed classes to solve problems by memory without using technology, but after the program they planned classes that provides opportunities to approach and solve various problems through the technology presented by the teacher. However, there were not many pre-service teachers corresponding to level 2, which constitutes voluntary learning in which learners use technology to solve various problems while selecting and variously manipulating technology. In addition, as obstacles to the TPACK development of pre-service chemistry teachers, there were external factors such as lack of classroom support environment for TPACK implementation, lack of time for education planning, and inadequate technology competency. And there were internal factors such as perspectives of traditional education and negative attitude toward technology. In particular, the proportion of pre-service teachers who preceived inappropriate technical competency as an external obstacles of TPACK development was high. Therefore, it was necessary to develop an education program corresponding to type 2 or type 3 that enables TPACK development through TK for pre-service teachers.

A Study on the Development of Educational Smart App. for Home Economics Classes(1st): Focusing on 'Clothing Preparation Planning and Selection' (가정과수업을 위한 교육용 스마트 앱(App) 개발연구(제1보): 중1 기술·가정 '의복 마련 계획과 선택'단원을 중심으로)

  • Kim, Gyuri;Wee, Eunhah
    • Journal of Korean Home Economics Education Association
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    • v.35 no.3
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    • pp.47-66
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    • 2023
  • The purpose of this study was to develop an educational smart app for classes by reconstructing some of the teaching-learning contents of the clothing preparation planning within the 'clothing preparation planning and selection' curriculum unit. To this end, a teaching-learning process plan was planned for the classes, a smart app was developed for classes, and feedback from home economics teachers and app development experts was received for the developed app. The main composition of the developed app consists of five steps. The first step is to set up a profile using a real photo, ZEPETO or Galaxy emoji, or iPhone Memoji. In the second step, students make a list of clothes by figuring out the types, quantities and conditions of their exisitng wardrobe items. Each piece of clothing is assigned an individual registration number, and stduents can take pictures of the front and back, along with describing key attributes such as type, color, season-appropriateness, purchase date, and current status. Step three guides students in deciding which garments to retain and which to discard. Building on the clothing inventory from the previous step, students classify items to keep and items to dispose of. In Step 4, Deciding How to Arrange Clothing, students decide how to arrange clothing by filling out an alternative scorecard. Through this process, students can learn in advance the subsection of resource management and self-reliance, laying the foundationa for future learning in 'Practice of Rational Consumption Life'. Lastly, in the fifth stage of determining the disposal method, this stage is to develop practical problem-oriented classes on how to dispose of the clothes to be discarded in the thirrd stage by exploring various disposal methods, engaging in group discussions, and sharing opinions. This study is meaningful as a case study as an attempt to develop a smart app for education by an instructor to align teaching plans and educational content with achievement standards for the class. In the future, upgrades will have to be made through user application.

Development of e-learning Education Programs for Social Workers in Hospice and Palliative Care (호스피스완화의료 사회복지사 e-learning 교육과정 개발)

  • Shim, Hye-Young;Chang, Yoon-Jung
    • Journal of Hospice and Palliative Care
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    • v.18 no.1
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    • pp.9-15
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    • 2015
  • Education is essential for specialists in charge terminal care of cancer patients. In the second 10-year plan to conquer cancer under the Cancer Control Act, the Korean government announced a plan to train more hospice and palliative care (HPC) specialists based on quantitative HPC expansion. Specifically, the government aims to develop e-learning programs to foster social workers in HPC, following those offered to doctors and nurses. In HPC, social workers have served a vital role in helping patients overcome psychological and social issues. As professionals, they have carried out their responsibilities and played their part in the field to help HPC to take root and be institutionalized in Korea. To date, it has been difficult to obtain practical knowledge and skills for social workers due to the lack of systematic training program. Development of an e-learning program for social workers, as proposed in this study, should strengthen social workers in charge of terminally-ill cancer patients in terms of their identity, expertise, and practical skills in clinical setting and improve their access to education. We also hope the program to be further developed by the government by introducing an education system that offers refresher courses to guarantee social workers' continued expertise through.

Predictive Factors on Breast Self-Examination Intention and Behavior in Middle Aged Women: Based on the Theory of Planned Behavior (계획된 행위이론에 근거한 중년기 여성의 유방자가검진 의도 및 행위 예측요인)

  • Bae, Phil Won;Suh, Soon Rim
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.14 no.5
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    • pp.2349-2359
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    • 2013
  • The purpose of this study was to predict the factors which are related to the intention and behaviour for breast self-examination (BSE) of middle aged women using the theory of planned behavior (TPB). A survey using a structured questionnaire was conducted wih 217 middle aged women. BSE behaviour was assessed at 1-month follow-up. The overall fit of the structural model to the date was acceptable(${\chi}^2$=1246.6(p<.001), ${\chi}^2$/df=2.72, CFI=.831, TLI=.817, RMSEA=.089). The BSE behavior rate within one month was 56.2%. The TPB explained 43.9% of the variance in BSE intentions and 10.9% of the variance in BSE behavior. The subjective norm(${\beta}$=.364, p<.001) and the perceived behavioral control(${\beta}$=.553, p<.001) both positively influenced the behavioral intention, and the behavioral intention(${\beta}$=.768, p<.01) positively influenced the behavior. This study shows the model's applicability in explaining BSE behavior of middle aged women, and suggests that health intervention programs should focus on strengthening the intention for the promotion of BSE behavior.

Empirical Study on the Needs and Effectiveness of the Educational Program for Successful Aging (성공적 노후 교육프로그램의 수요도 및 효과성에 대한 실증적 연구)

  • Jeong, Jong-Bo;Lim, Wang-Kyu
    • The Journal of the Korea Contents Association
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    • v.11 no.9
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    • pp.335-351
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    • 2011
  • The purpose of this study was twofold; one was to investigate the elderly people's educational needs on successful aging(Study 1), and the other was to construct the educational program for successful aging and evaluate its effectiveness(Study 2). For Study 1, data were collected with structured questionnaires from the 166 elderly people participating in the government job creation projects for the aged in Gwangju and analyzed using frequency analysis and means-of-different tests. It was found that most of the elderly people strongly desired the education successful aging in terms of health care, finance, social participation, leasure, social network and self acceptance. In Study 2, the educational program for successful aging was constructed based on the results of Study 1 and the effectiveness of the program was evaluated using one-group pretest-posttest experimental design. Data were collected from 34 voluntary participants in the program before and after the implementation of the program and analyzed using the paired samples t-test technique. It was found that the program had a positive effect on the improvement of the elderly people's understanding of successful aging in terms of health care, finance, social participation, leasure, social network and self acceptance. Based on these results, the implementation of the educational program designed in this study was recommended to improve the elderly people's quality of life and the directions for future research were advanced. successful aging, educational needs, educational program, effectiveness.

The Influences of Coteaching through Mentoring upon Pedagogical Content Knowledge of Beginning Science-Gifted Education Teachers (멘토링을 통한 코티칭이 초임 과학영재교육 담당교사들의 교과교육학지식에 미치는 영향)

  • Noh, Taehee;Yang, Chanho;Lee, Jaewon;You, Jiyeon;Kang, Hunsik
    • Journal of The Korean Association For Science Education
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    • v.33 no.5
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    • pp.1021-1040
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    • 2013
  • In order to explore the influences of coteaching through mentoring upon the teaching professionalism of beginning science-gifted education teachers, this case study deeply investigated the change processes in the aspects of pedagogical content knowledge (PCK). Two beginning teachers planned, performed and reflected together their science instructions for science-gifted students in secondary school during four 3-hour classes. Since the second instruction, pre-, during-, and post-mentoring were conducted, we collected various data related to teachers' planning processes, videotaped all coteaching science classes, and wrote field notes. We also recorded in-depth interviews with the teachers and the whole process of mentoring. All the data were analyzed by using the constant comparative method. The results of the analyses indicated that coteaching through mentoring positively changed the teachers' PCK. Above all, we found that coteaching and mentoring strategies generated a significant synergy effect through a mutually complementary relationship. The teachers developed deep practical knowledge about the enrichment curriculum, which placed more emphasis on developing cognitive and/or affective characteristics of science-gifted students. The teachers also improved their knowledge about the characteristics of science-gifted students and the instructional strategies appropriate for developing them. Moreover, practical knowledge about assessment domains and methods used in science-gifted education were improved. Knowledge on science content necessary for effective inquiry instruction was also improved.