• Title/Summary/Keyword: Customized education

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Development of AI Education Program for Prediction System Based on Linear Regression for Elementary School Students (선형회귀모델 기반의 초등학생용 인공지능 예측 시스템 교육 프로그램의 개발)

  • Lee, Soo Jeong;Moon, Gyo Sik
    • 한국정보교육학회:학술대회논문집
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    • 2021.08a
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    • pp.51-57
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    • 2021
  • Quite a few elementary school teachers began to utilize AI technology in order to provide students with customized, intelligent information services in recent years. However, learning principles of AI may be as important as utilizing AI in everyday life because understanding principles of AI can empower them to buildup adaptability to changes in highly technological world. In the paper, 'Linear Regression Algorithm' is selected for teaching AI-based prediction system to solve real world problems suitable for elementary students. A simulation program written in Scratch was developed so that students can find a solution of linear regression model using the program. The paper shows that students have learned analyzing data as well as comparing the accuracy of the prediction model. Also, they have shown the ability to solve real world problems by finding suitable prediction models.

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Survey on community occupational therapy awareness in occupational therapy majors (작업치료 전공자의 지역사회 작업치료 인식도 조사)

  • Lee, Sun-myung
    • Journal of Korean Clinical Health Science
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    • v.12 no.1
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    • pp.1668-1677
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    • 2024
  • Objective: This study investigated the awareness of occupational therapy in the community in occupational therapy majors through a survey. This purpose is to investigate the awareness of occupational therapy in the community among occupational therapy majors and establish a theoretical foundation. Methods: The research subjects were surveyed among occupational therapy majors at M University living in Gyeongsangnam-do, and analyzed 141 questionnaires from September 2023 to December 2023. Results: The results of this study that education and awareness improvement are needed to increase awareness of occupational therapy in the community, and it was found that continuing education and case sharing are effective. Activation of home rehabilitation and continuous health management. This institutional development can induce employment activity through community rehabilitation, and activate programs in connection with adult day care centers. For the development of community occupational therapy, participation in education and development of customized treatment are necessary, and patient It should be developed to help with movement and movement, and it has been shown that it can also affect the quality of life of patients. In addition, cutting-edge technologies such as artificial intelligence are expected to be applied to remote support, telemedicine, etc., and are applied to dementia, cognitive patients, and central nervous system patients. In order to institutionalize occupational therapy in the community, it is helpful in daily life, nursing, and management. It was said that this would be helpful for community participation. Conclusion: This study investigated the awareness of occupational therapy in the community among occupational therapy majors. Education and awareness improvement are needed to increase awareness of occupational therapy in the community. Education to improve the professionalism of occupational therapists, strengthening connectivity with other majors, and local organizations. It is believed that collaboration with the local community and institutional supplementation tailored to the needs of the local community were necessary.

Analysis of the Questioning Characteristics of Elementary Science Gifted Education Teaching Materials using the Sternberg's View of Successful Intelligence: Focused on Semantic Network Analysis (Sternberg의 성공지능 관점을 적용한 초등 과학영재교육 교재의 발문 특성 분석: 언어네트워크분석을 중심으로)

  • Chung, Duk Ho;Jin, Mina;Park, Kyeong-Jin
    • Journal of the Korean earth science society
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    • v.40 no.6
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    • pp.654-670
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    • 2019
  • From the perspective of science gifted education, the successful intelligence theory is a means to understand how the gifted education curriculum reflects the characteristics of science gifted students. The purpose of this study is to investigate if the successful intelligence is fully reflected in the teaching materials of two gifted education centers (GECDOE: Gifted Education Center affiliated with District Office of Education, GSEIU: Gifted Science Education Institute attached to University). For this study, we selectively used 143 (GECDOE) and 134 questions (GSEIU) from the teaching materials of two gifted education centers. Those questions is analyzed through the semantic network analysis method. The results are as follow. First, the teaching materials of two gifted education centers are not evenly reflected in the successful intelligence, such as analytical ability, creative ability, and practical ability. Second, the teaching materials of two gifted education centers intensively demands analytical ability for students such as 'identify problem', 'represent and organize information', and 'additional prompts for analytical thinking'. Third, the teaching materials of two gifted education centers are presented to students without linking each frame of successful intelligence to one another. As the gifted students are quick to learn and show a preference for more complex thinking, it is necessary to develop teaching materials to experience the various abilities and promote integrated thinking according to the level of the gifted students. In this respect, this study is expected to be used as useful information for developing teaching materials to support customized education for gifted students.

An Analysis of Validity and Satisfaction for Objectives of Small and Medium Business(SMB) Administration Subsidy the Human Resource Development Program(HRDP) and the Customized Employment Program(CEP) in Specialized High Schools (중소기업 특성화고 인력양성사업과 취업맞춤반의 성과 목표에 대한 타당도 및 만족도 분석 연구)

  • Lee, Byung Wook;Ahn, Jae Yeong;Kang, Chol Min
    • 대한공업교육학회지
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    • v.41 no.1
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    • pp.68-87
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    • 2016
  • This research conducted a survey for total 166 teachers of schools so as to analyze validity and satisfaction for performance objectives of SMB administration subsidy the HRDP and the CEP in Specialized High School. The results of research are as follows. First, teachers recognize that purpose of HRDP is to expand employment of specialized high school and provide human resource of SMB. And, they recognize that HRDP is important to improve school outcomes and makes a positive effect on the improvement of school outcomes. Second, teachers recognize that objectives of HRDP are improvement of student's understanding for SMB, improvement of teacher's understanding for SMB, improvement of SMB's understanding of school, cultivation of student's occupational view, systematization of career guiding program based on employment process, strengthening of industry-academia cooperation education, improvement of the level of student's skill, fulfillment of workplace experience and practice focusing workplace learning, training of customized human resource for SMB, improvement of student's adaptation to the workplace, improvement of employment rate for SMB, expansion of job opportunities for students with SMB, preparation of the base of connection between school and SMB, publicity of school, expansion of opportunities to cooperate between SMB and school, establishment of cooperative system among industrial association and school, introduction and operation of the employment connective model for joint education and employment, strengthening of field professionalism of teachers. However, satisfaction for the achievement of objectives of HRDP except for strengthening of industry-academia cooperation education and improvement of employment rate for SMB is relatively lower than the validity. Third, teachers in charge of human resource training business of middle and small sized company's specialized high school recognize that objectives of CEP are expansion of job opportunities for students with SMB, excavation of good-quality SMB, expansion of opportunities to cooperate between SMB and school, fulfillment of workplace learning, improvement of student's major foundation and in-depth skill, improvement of literacy, math, teamwork and communication abilities for students' job performance, improvement of student's working attitude and student's proper career exploration decision. However, satisfaction for achievement of objectives of CEP is relatively lower than the validity.

Use of ChatGPT in college mathematics education (대학수학교육에서의 챗GPT 활용과 사례)

  • Sang-Gu Lee;Doyoung Park;Jae Yoon Lee;Dong Sun Lim;Jae Hwa Lee
    • The Mathematical Education
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    • v.63 no.2
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    • pp.123-138
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    • 2024
  • This study described the utilization of ChatGPT in teaching and students' learning processes for the course "Introductory Mathematics for Artificial Intelligence (Math4AI)" at 'S' University. We developed a customized ChatGPT and presented a learning model in which students supplement their knowledge of the topic at hand by utilizing this model. More specifically, first, students learn the concepts and questions of the course textbook by themselves. Then, for any question they are unsure of, students may submit any questions (keywords or open problem numbers from the textbook) to our own ChatGPT at https://math4ai.solgitmath.com/ to get help. Notably, we optimized ChatGPT and minimized inaccurate information by fully utilizing various types of data related to the subject, such as textbooks, labs, discussion records, and codes at http://matrix.skku.ac.kr/Math4AI-ChatGPT/. In this model, when students have questions while studying the textbook by themselves, they can ask mathematical concepts, keywords, theorems, examples, and problems in natural language through the ChatGPT interface. Our customized ChatGPT then provides the relevant terms, concepts, and sample answers based on previous students' discussions and/or samples of Python or R code that have been used in the discussion. Furthermore, by providing students with real-time, optimized advice based on their level, we can provide personalized education not only for the Math4AI course, but also for any other courses in college math education. The present study, which incorporates our ChatGPT model into the teaching and learning process in the course, shows promising applicability of AI technology to other college math courses (for instance, calculus, linear algebra, discrete mathematics, engineering mathematics, and basic statistics) and in K-12 math education as well as the Lifespan Learning and Continuing Education.

The Priority Analysis on the Lifelong Education Enhancing Plan using AHP (AHP기법을 이용한 평생교육진흥기본계획 수립을 위한 정책 중요도 분석)

  • Park, Myeung-Sin;Han, Sang-Hoon;Yoon, Jong-Chan
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.17 no.3
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    • pp.499-508
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    • 2016
  • This paper reports the results of an in-depth study on sensitivity analysis based on promoting activities, the relative importance and priority setting in their sub-elements by AHP(Analytic Hierarchy Process) method. For this purpose, lifelong education experts, education administrators, lifelong educators from Daejeon lifelong education organizations participated in this Priority Analysis on the Lifelong Education Enhancing Plan using the AHP. The analysis resulted in the relative importance of promoting activities; 1) realizing of lifelong education system oriented by universities, 2) setting up the integrated online and offline lifelong education, 3) strengthening the lifelong education of local universities, 4) offering customized lifelong education by generation and target group, 5) strengthening the lifelong education of local governments, and 6) advancing the quality of lifelong education by focusing on the professionalism and transparency. This suggests that realization of a lifelong education system oriented by universities and the reorganization of an university system for adult learners have greater importance among other tasks and elements in carrying out the 3rd lifelong education enhancing plan.

A Study on an Efficient Web Interface Design for Improving Education Effects on Cyber Spaces (사이버 교육효과 향상을 위한 효과적인 웹 인터페이스 디자인 방안 연구)

  • Park, Eun-Young;Park, Young-Ho
    • Journal of Digital Contents Society
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    • v.8 no.3
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    • pp.289-300
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    • 2007
  • Recently, the number of People who want to study by online has been gradually increased. In addition, people's desire is increasing that represents their special knowledge and personality with new paradigm of UCC(User Created Contents). Most of the educational web-sites offer currently boring and unified educational contents without interesting objects. Therefore I want to solve these problems of existing online educational web-sites and I strongly propose the method of design to make the place educational and useful that everyone can enjoy and manifest the user's dispositions. On this study, it's possible to make pleasant environment and improve educational effects on cyber space by designing it in accordance with the individual tastes which have various design elements, beauties and facilities by the customized design method. As a result, this study proposes the model of online educational web-site having various interfaces and focusing on the customized design.

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Policy on Administrating Childcare Centers for the Healthy Development of Young Children: Focusing on Policy Reviews and Suggestions for the New Korean Government (영유아의 건강한 성장을 위한 어린이집 운영 정책: 정책 고찰과 새 정부의 정책 제언을 중심으로)

  • Choi, Hye Yeong;Park, Jinjae;Shin, Nary
    • Korean Journal of Childcare and Education
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    • v.13 no.5
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    • pp.21-41
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    • 2017
  • Objective: This study purposed to provide implications in regards to the Moon Jae-in Administration that launched in May 2017. Three sectors of childcare polices on administration of childcare centers were reviewed in terms of supporting the healthy development of young children. Methods: Medium and long-term childcare plans and the main policies of previous administrations since 2004 when the Childcare Act was completely reformed, as well as the 'Five-year policy for the Moon Jae-in administration of state affairs' that was announced on July, 2017, were reviewed in terms of publicness of childcare, regulations on operation of childcare services, and customized childcare programs for diverse needs. Results: It was proposed that the concept of publicness of childcare should be conservative when focusing on public childcare centers. The regulations on operating childcare services should focus on improving structural dimensions of childcare quality to keep the well-being of children a top priority. Furthermore, diverse programs should be designed and implemented to satisfy changes in childcare surroundings and the various needs of children and their families. Conclusion/Implications: The Moon Jae-in administration is expected to outline childcare policies and carry out tasks under the new paradigm. The healthy development of young children should be embodied as the final goal that forms the vision of childcare policies based on publicness, rationality, and diversity.

Accessibility Factors to Health Check-Ups for People with Disability: A Qualitative Study (장애인 건강검진 접근성 저해요인과 개선방안 도출에 대한 질적 연구)

  • Hong, Hye-Su;Lim, Myung Joon;Kim, Oi-Sook;Choi, Eun-Sook;Kim, Jung Hwan
    • Health Policy and Management
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    • v.30 no.3
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    • pp.335-344
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    • 2020
  • Background: The purpose of this study was to identify factors inhibiting access of people with disability to health check-ups as well as identify pertinent solutions for improvement. Methods: Twenty-three people with disability older than the age of 19 who took respective health check-ups within the last 3 years were selected as participants. For the data collection, the 1:1 intensive interview was used. The data were analyzed by the grounded theory by Corbin and Strauss. Results: The results comprised nine categories, 23 subcategories, and 179 concepts. The central phenomenon was 'failure to obtain check-ups.' Causal conditions were observed as a 'lack of communication method,' 'physical difficulties,' and 'staff unfamiliar with people with disability,' Interventional conditions comprised 'physical accessibility,' 'staffs' competency,' and 'assistant manpower.' The active strategy was included 'to investigate the professional medical institution,' 'to find the medical institution of convenient traffic accessibility,' 'to overcome communication difficulties through equipment,' and 'to overcome linguistic barriers through sufficient communication.' Whereas, 'utilization of ancillary equipment,' 'the education of staffs on people with disability,' 'universal design manual,' and 'customized check-ups' were included in the passive strategy. Such processes arose in the contextual conditions of 'lack of expectations for daily lives' and 'lack of government support.' As a consequence, the subjects participated experienced the 'disadvantages,' 'discrimination,' and 'reduced reliability of the health check-ups.' Conclusion: The subjects who participated in this study emphasized 'staffs familiar with people with disability' and 'systems customized for people with disability' are mandatory to secure complete health check-ups for people with disability.

Study on Fatality Risk of Senior Driver with Aging Classification (초기·중기·후기 고령운전자의 사망자 발생위험도 분석과 시사점)

  • Choi, Jaesung
    • Journal of the Korean Society of Safety
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    • v.33 no.1
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    • pp.148-161
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    • 2018
  • A traffic fatality by young people marked average annual decrease of 4.5% since 2011. Meanwhile, a traffic fatality by senior over 65 years old marked average annual increase of 7.9% for the last five years which means that the annual increase of traffic fatality by senior will be a serious problem. This study started questioning that senior drivers over 65 years old did not retain the same causal factor of fatal traffic accidents and thus extensively analyzed a risk of it by age group quantitatively, dividing the senior driver group into the early, middle and latter stages. Depending on the aging level, the risk of traffic fatality showed a wide difference in seven different types of traffic accidents generally, and happened to increase with latter and middle parts of the senior driver more than the early part. Therefore, this study proposes four policy suggestions: 1) The senior driver need to be offered customized driving educations and the improvement of road environment is also recommended. 2) Political assistance is needed to support and guide a safety related technology installation for the new or existing car. 3) Renewal of driving license and an aptitude test(physical examination, cognitive test) for drivers over 75 years old should take in a less than 3 years and an additional road test is needed as occasion demands. 4) Like the United States and Europe, development and extension of customized treatment guidebook for medical teams who examine senior drivers is needed and establishment of education and administration system that a supervisor of driving license renewal can impose safety restriction and American anonymity reporting system is considered to institutionalize in the medium to longer term.