• Title/Summary/Keyword: Creative Application

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Development and application of supervised learning-centered machine learning education program using micro:bit (마이크로비트를 활용한 지도학습 중심의 머신러닝 교육 프로그램의 개발과 적용)

  • Lee, Hyunguk;Yoo, Inhwan
    • Journal of The Korean Association of Information Education
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    • v.25 no.6
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    • pp.995-1003
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    • 2021
  • As the need for artificial intelligence (AI) education, which will become the core of the upcoming intelligent information society rises, the national level is also focusing attention by including artificial intelligence-related content in the curriculum. In this study, the PASPA education program was presented to enhance students' creative problem-solving ability in the process of solving problems in daily life through supervised machine learning. And Micro:bit, a physical computing tool, was used to enhance the learning effect. The teaching and learning process applied to the PASPA education program consists of five steps: Problem Recoginition, Argument, Setting data standard, Programming, Application and evaluation. As a result of applying this educational program to students, it was confirmed that the creative problem-solving ability improved, and it was confirmed that there was a significant difference in knowledge and thinking in specific areas and critical and logical thinking in detailed areas.

Development and Application of the CPS Instructional Program for the Astronomy Section of Highschool Science (고등학교 과학 천문분야의 CPS수업프로그램 개발 및 적용)

  • Shin, Seon-Young;Kim, Soon-Shik;Choi, Gwang-Sun;Choi, Sung-Bong
    • Journal of the Korean Society of Earth Science Education
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    • v.4 no.2
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    • pp.108-115
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    • 2011
  • The purpose of this study was to develop and apply a creative problem-solving(CPS) program of instruction for earth science. After the earth science sections of high school science textbooks were analyzed, a theme of instruction was selected from the first-year unit 'the origin and evolution of the universe', and a CPS model of instruction. 32 high school sophomores and juniors who were the members of an astronomy club in the city of Gimhae, South Gyeongsang Province, participated in the program, and they took a test in scientific creative problem-solving skills before and after the experiment to grasp the effect of the program on their creative problem-solving skills. Besides, a survey was conducted to find out their awareness of the program. As a result of implementing the CPS program based on the CPS model of instructional for the unit 'the origin and evolution of the universe', the program turned out effective at boosting the scientific creative problem-solving skills of the students. To be specific, they made a significant progress in validity and scientificity, but that's not the case for elaboration and originality. When their awareness of the CPS program was checked, they expected the program to spark their interest in astronomy and be beneficial to the improvement of their creative problem-solving skills, but they didn't rate group activities high on the ground that the group activities weren't performed smoothly. The findings of the study suggest that the CPS instructional program for the unit 'the origin and evolution of the universe' based on the CPS model of instruction had a good effect on the improvement of the scientific creative problem-solving skills of the students.

Effects of Physical Computing Education Using App Inventor and Arduino on Industrial High School Students' Creative and Integrative Thinking (앱 인벤터와 아두이노를 이용한 피지컬 컴퓨팅 교육이 공업계 고등학생의 창의·융합적 사고에 미치는 영향)

  • Choi, Sook-Young;Kim, Semin
    • The Journal of Korean Association of Computer Education
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    • v.19 no.6
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    • pp.45-54
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    • 2016
  • The purpose of this study is to investigate the effects of Android application programming education to control Arduino using App Inventor on industrial high school students' creative and integrative thinking ability. We developed an instructional content based on integrative learning and creative problem-solving model and taught a class on it. The result of this study showed that there was a significant improvement in divergent thinking and motivation items among the sub elements of creative problem solving. In addition, students' survey on the integrated thinking has shown that many students think that they could design an IoT system applied to everyday life based on the knowledge they have learned in this class. Therefore, it can be confirmed that physical computing education using App Inventor and Arduino has a positive effect on students' creative and integrative thinking ability.

The Design and Implementation of Gamification for Online Mentoring : Focusing on the Case of 'Idea Community' in Creative Economy Town (온라인 멘토링을 위한 게이미피케이션의 설계와 구현 : 창조경제타운의 '아이디어 커뮤니티' 사례를 중심으로)

  • Chung, Do-Bum;Jang, Hye-Jeong;Lee, Kyuhong
    • Journal of Korea Game Society
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    • v.18 no.1
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    • pp.39-50
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    • 2018
  • Today, gamification that appeal to people and provide fun by applying game thinking and elements in many non-game fields is becoming a big issue. This study analyzed the case of 'Idea Community' in Creative Economy Town that combines online mentoring and gamification. In order to foster and select ideas, we conducted the open simulated investment and mentoring. In this process, members are able to acquire experience points and raise the level when doing certain activities. Besides, members felt their sense of accomplishment by receiving internal/external rewards for their activities. The results will be an importance reference for the application of gamification in various fields.

Creative Engineering Design Teaching-Learning Model using TRIZ Contradiction Analysis (TRIZ 모순분석을 활용한 창의공학설계 교수학습 모델)

  • Cho, Do-Eun;Kim, Si-Jung
    • Journal of Convergence for Information Technology
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    • v.9 no.5
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    • pp.130-136
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    • 2019
  • Recently, the importance of creativity and problem-solving skills are being emphasized in engineering education. In particular, research is actively being conducted on learning models considering practicality or applicability in practice and education among many creative problem-solving methods. The objective of the present study is to develop a teaching and learning model and verify its effects in order to promote creative thinking and problem-solving skills using the TRIZ Contradiction Analysis. This study led the participants to obtain basic knowledge of creative engineering design through the creative engineering design course for freshmen at an engineering college, and come up with ideas and solutions using the TRIZ Contradiction Analysis. A survey was conducted and analyzed to verify the effectiveness of education using the proposed teaching and learning model, and as a result, the effectiveness of education has been proven by an average of 89 positive responses. Follow-up research is needed on improved application models so that the proposed learning model can be applied to various subjects.

Analysis of issues in gate recess etching in the InAlAs/InGaAs HEMT manufacturing process

  • Byoung-Gue Min;Jong-Min Lee;Hyung Sup Yoon;Woo-Jin Chang;Jong-Yul Park;Dong Min Kang;Sung-Jae Chang;Hyun-Wook Jung
    • ETRI Journal
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    • v.45 no.1
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    • pp.171-179
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    • 2023
  • We have developed an InAlAs/InGaAs metamorphic high electron mobility transistor device fabrication process where the gate length can be tuned within the range of 0.13㎛-0.16㎛ to suit the intended application. The core processes are a two-step electron-beam lithography process using a three-layer resist and gate recess etching process using citric acid. An electron-beam lithography process was developed to fabricate a T-shaped gate electrode with a fine gate foot and a relatively large gate head. This was realized through the use of three-layered resist and two-step electron beam exposure and development. Citric acid-based gate recess etching is a wet etching, so it is very important to secure etching uniformity and process reproducibility. The device layout was designed by considering the electrochemical reaction involved in recess etching, and a reproducible gate recess etching process was developed by finding optimized etching conditions. Using the developed gate electrode process technology, we were able to successfully manufacture various monolithic microwave integrated circuits, including low noise amplifiers that can be used in the 28 GHz to 94 GHz frequency range.

Development and Application of Creative Education Learning Program Using Creative Thinking Methods (창의적 사고기법을 활용한 창의교육 수업프로그램 개발 및 적용)

  • Han, Shin;Kim, Hyoungbum;Lee, Chang-Hwan
    • Journal of the Korean Society of Earth Science Education
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    • v.13 no.2
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    • pp.162-174
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    • 2020
  • This study aimed to develop a creative education class program using metaphor, one of the creative thinking techniques, and to examine the effectiveness of the program targeting for randomly sampled 338 students in six middle schools. The creative education class program with the metaphor was developed based on content elements concerning 'astronomy' in 2015 science curriculum revision in South Korea. The program was tested for validity after being modified and supplemented three times by forming a group of experts, and the final version of the program was applied to school education fields during four periods, including block time. To find out the effectiveness of the program and the implementation, creative education class satisfaction test and creative thinking process test were conducted. That is to say, the creative education class satisfaction test was conducted before treatment and the creative thinking process test was implemented both before and after treatment. The results of the study are as follows. First, in this study, the program was developed with the emphasis on students voluntarily and actively participating in creative education programs while utilizing creative thinking methods. Second, the statistical results of the pre- and post-class about the creative education program using the metaphor of creative thinking techniques represented significant results(p<.05). In other words, the two-dependent samples by students' pre-and post-score about the creative education class showed significant statistical test results (p<.05). It turned out that the creative education program using metaphor has had a positive impact on research participants. Third, in regards to the results of the creative education class satisfaction test, 101 out of 338 students(30%) answered 'Strongly Agree' and 137(41%) answered 'Agree', indicating the subjects' satisfaction with the class was high in general. On the other hand, concerning difficulties of the creative class, 137(41%) answered "Lack of time" as the main factor, followed by 98(30%) "Difficulties of problems they were required to solve", 73(22%) answered "Conflicts with friends", and 24(7%) said "Difficulties of contents." These responses were taken into account as considerations for further development of creative education programs.

Development of Instructional Materials for 3D Printing Education Program and Its Application (3D 프린팅 교육 프로그램을 위한 수업자료 개발과 적용)

  • Lee, Younggun;Lee, Sanghyun;Yoo, Seunghoon;Kim, Sitae
    • Journal of Engineering Education Research
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    • v.24 no.3
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    • pp.42-49
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    • 2021
  • This paper deals with the development and application of a 3D printing education program implemented to cultivate creative fusion-type talents required by the 4th Industrial Revolution. Specifically, the entire process developed by applying the ADDIE program development model, from 3D modeling to post-processing of printed materials, was performed individually and for each team for about 200 second-year college students for two weeks. Through this program, students develop the basic ability to apply 3D printing to the learning curriculum, the ability to solve problems through cooperative interactions between team members, and convergence thinking ability by collaborating within the team by students from various major fields. They are proved by analyzing an education satisfaction survey conducted after application of the program. In conclusion, the program of this paper presents a methodology for effective 3D printing education in universities.

Development of the Social Story Application Designed to Improve the Social Skills of Students with ASD (자폐성장애 학생의 사회적 기술 향상을 위한 상황이야기 애플리케이션 개발)

  • Kim, Sori;Kang, Ock-Ryeo
    • Journal of Creative Information Culture
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    • v.5 no.3
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    • pp.329-343
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    • 2019
  • This study designed, developed and evaluated an application to improve the social skills of students with Autism Spectrum Disorders(ASD) based on the stage of the ADDIE model. The design stage aimed to factor in the characteristics and needs of students with ASD, and created guide maps and story boards accordingly. In the development stage, the application was made through a total of fourteen processes and four official tests. In the evaluation stage, heuristic usability evaluation was conducted on 10 teachers based on the their experience of using the application in the implementation stage. The results of the evaluation were all close to 'very good' in the areas of educational value, content implementation technology, content information and convenience. Finally, the application was fully developed after reflecting the corrections in accordance with the result of the usability evaluation. It is expected that this study have a role in invigorating the development of special educational software content.

A Perception on SW Education of Students with Scratch-Day (스크래치데이 참여학생들의 SW 교육에 대한 인식 연구)

  • Kim, Soohwan;Han, Seonkwan
    • Journal of The Korean Association of Information Education
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    • v.18 no.4
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    • pp.461-470
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    • 2014
  • This study is to analyze students' perception about junior SW education by giving the questionnaire to the participants in Scratch-day. We taught the creative computing to 558 juniors on Scratch-day in 2013, 2014 and researched the questionnaire about their perceptions of creative computing education. We analyzed the current status of SW education from this process and extracted considerations about elementary SW education. We also proposed the possibility of its application to the elementary and middle school education. As a result of this study, it is observed that students think that creative computing education is fun and useful, and want to apply it to the public school education. Also, male students think more positive than female students about an intention to use, and students who have experienced with Scratch education consider it more useful and positive intention to use than those who have not. According to the structural model, it is found that the pleasure, easy of use, and usefulness of creative computing education have a positive influence on students' perception that it should be applied to public school education.