• Title/Summary/Keyword: technology-based education

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Impact of Digital Literacy on Intention to Use Technology for Online Distribution of Higher Education in Vietnam: A Study of Covid19 Context

  • LE, Thi Lan Huong;HOANG, Vu Hiep;HOANG, Mai Duc Minh;NGUYEN, Hong Phuc;BUI, Xuan Bach
    • Journal of Distribution Science
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    • v.20 no.6
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    • pp.75-86
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    • 2022
  • Purpose: This research aims to provide empirical evidence on the impact of digital literacy on behavioural intention regarding using technology for distribution of higher education. Design, Methodology, and Approach: Quantitative analysis was carried out using Covariance-Based Structural Equation Model with data collected from 901 students who fully experienced 2-year study online at different universities in Vietnam. The structural model was built with digital literacy as the primary indicator and other variables were included based on modified version of Unified Theory of Acceptance and Use of Technology (UTAUT2) by adopting performance expectancy, effort expectancy, social influence, habit, and hedonic motivation variables specifically for education sector. Self-efficacy was added to eliminate possible bias in technology acceptance. Results: From the results of model estimation, digital literacy presented positive impact on the online distribution of higher education in Vietnam. The mediating effects of various indicators such as performance expectancy, effort expectancy, social influence, habit, hedonic motivation, and self-efficacy are significantly determined by research model. Conclusion: The higher level of digital literacy of the students, the more likely that they will use technology in higher education study, especially online learning. Additionally, the mediating effects of indicators from the UTAUT2 theoretical model were also evident to be positively significant.

A Comparative Study of the Curriculum Based on NCS with ABEEK (공학교육인증과 NCS 기반 교육과정의 이해)

  • Min, Dong-Kyun;Oh, Chang-Heon;Kang, Seung-Chan;Om, Ki-yong
    • Journal of Engineering Education Research
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    • v.18 no.6
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    • pp.32-37
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    • 2015
  • Since ABEEK ("Accreditation Board for Engineering Education of Korea") began its accreditation in 2001, the 595 programs in 100 institutions have been accredited, and now the number of accredited programs is continuously increasing. On the other hand, NCS ("National Competency Standards") which is directed by government, has been also introduced in recent years, and it becomes the center of attentions of many universities in Korea. Each of these 2 systems has its own strengths and weaknesses, even though their main purposes are very similar. This paper deals with the comparison between the curriculum based on NCS with ABEEK. And also, the examples of making the curriculum based on the NCS would be introduced. At the conclusion, some suggestions for the new NCS system would be proposed.

A Study of Teaching-Learning Methods for the IT-Based STEAM Education Model With Regards to Developing People of Interdisciplinary Abilities (융합형 인재 양성을 위한 IT 기반 STEAM 교수·학습 방안 연구)

  • Kim, Jeong-A;Kim, Byeong-Su;Lee, Ji-Hwon;Kim, Jong-Hoon
    • Journal of Fisheries and Marine Sciences Education
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    • v.23 no.3
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    • pp.445-460
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    • 2011
  • Recently, worldwide attention has been placed on being able to develop a person with interdisciplinary abilities. Specifically, there has been an emphasis on the integration of the previous STEM education and the arts, as well as the role of IT in technology and engineering education. Therefore, for this study, our goal is to help pave the way for the increased use of the teaching-learning methods of the IT-based STEAM education in developing people with interdisciplinary abilities. Firstly, we searched through domestic and foreign papers for example related to the recent trend towards the STEAM and integrative IT education models. In this study, we also presented a realistic teaching model based on STEAM education, applied mainly in the U.S., and on the teaching-learning methods of science and technology. The method we suggested is rated by expert assessments as a highly effective teaching-learning method for science and math. The use of educational IT technology in the STEAM education method is also analyzed with positive results.

Blur Detection through Multinomial Logistic Regression based Adaptive Threshold

  • Mahmood, Muhammad Tariq;Siddiqui, Shahbaz Ahmed;Choi, Young Kyu
    • Journal of the Semiconductor & Display Technology
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    • v.18 no.4
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    • pp.110-115
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    • 2019
  • Blur detection and segmentation play vital role in many computer vision applications. Among various methods, local binary pattern based methods provide reasonable blur detection results. However, in conventional local binary pattern based methods, the blur map is computed by using a fixed threshold irrespective of the type and level of blur. It may not be suitable for images with variations in imaging conditions and blur. In this paper we propose an effective method based on local binary pattern with adaptive threshold for blur detection. The adaptive threshold is computed based on the model learned through the multinomial logistic regression. The performance of the proposed method is evaluated using different datasets. The comparative analysis not only demonstrates the effectiveness of the proposed method but also exhibits it superiority over the existing methods.

A Survey of Use of Computers in Mathematics Education (수학교육 현장에서 교육 정보화의 현황과 과제)

  • 김민경;노선숙
    • School Mathematics
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    • v.3 no.1
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    • pp.45-74
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    • 2001
  • In this paper, an analysis of survey questions relating to educational technology which was extracted from a more general survey of 1-12 mathematics teachers in Korea is reported. The general survey was conducted to provide a baseline for evaluating and developing recommendations for mathematics curriculum that is consistent with the knowledge based information society model of the future. The basic requirements for technology based education are availability of hardware and the ability of teachers to use technology for education. Therefore, the availability and use of technology by mathematics teachers in today’s curriculum was analyzed. The computer ability of teachers, the amount of computer use in the classroom, and the attitude of teachers about the use of technology for education was analyzed. The analysis is intended to provide a baseline of information for understanding and developing plans for better implementing technology for mathematic education.

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Students' Growth of Understanding with Technology Experience from the Perspective of Representation

  • Jung, In-Chul
    • Communications of Mathematical Education
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    • v.15
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    • pp.281-286
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    • 2003
  • The primary purpose of this study was to investigate how and to what extent 'representations' affect the students' understanding and the growth of understanding in a technology [GSP]-based collegiate mathematics classroom. There are three themes related as frames of the study along with this purpose, which are mentioned in the first chapter and extended in the second chapter: technology in mathematics education; images on computer screen - visualization and representation; understanding and growth of understanding. Three research questions guided this study: 1) How do students present each component of representations when they study 'transformations' in a technology [GSP]-based classroom? If there is any difference between the first and second presentation for each component, how are they different?; 2) How and to what extent do representations affect the students' understanding and the growth of understanding in a technology [GSP]-based classroom?; What types of benefits and obstacles are there when students study 'transformations' in a technology [GSP]-based classroom?

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Development of Stair Climbing Robot for Delivery Based on Deep Learning (딥러닝 기반 자율주행 계단 등반 물품운송 로봇 개발)

  • Mun, Gi-Il;Lee, Seung-Hyeon;Choo, Jeong-Pil;Oh, Yeon-U;Lee, Sang-Soon
    • Journal of the Semiconductor & Display Technology
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    • v.21 no.4
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    • pp.121-125
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    • 2022
  • This paper deals with the development of a deep-learning-based robot that recognizes various types of stairs and performs a mission to go up to the target floor. The overall motion sequence of the robot is performed based on the ROS robot operating system, and it is possible to detect the shape of the stairs required to implement the motion sequence through rapid object recognition through YOLOv4 and Cuda acceleration calculations. Using the ROS operating system installed in Jetson Nano, a system was built to support communication between Arduino DUE and OpenCM 9.04 with heterogeneous hardware and to control the movement of the robot by aligning the received sensors and data. In addition, the web server for robot control was manufactured as ROS web server, and flow chart and basic ROS communication were designed to enable control through computer and smartphone through message passing.

A Study of Entrepreneurship Education of University in Science and Engineering for Vitalization of Technology-based Startup (기술기반 창업 활성화를 위한 이공계 창업교육에 관한 연구)

  • Kim, Sunwoo;Ko, Hyuk-Jin;Lee, Yunseok
    • Journal of Engineering Education Research
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    • v.18 no.2
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    • pp.3-7
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    • 2015
  • Entrepreneurship has been considered as an engine to lead economy, which has been resulting in a focus on entrepreneurship education to promote entrepreneurship. This paper focuses on science and engineering students, and analyzes the relationship between entrepreneurship education and entrepreneurship level. The response results of 950 students (34 universities) were as follows. First, the entrepreneurship level of science and engineering students are a little high but not as significant more than non-science and engineering. Second, science and engineering students have an impact on the level of entrepreneurship about entrepreneurship courses. Third, entrepreneurship courses and clubs have an effect on entrepreneurship level. As a conclusion, we have to improve the quality of entrepreneurship education, recognize startup as a credit, and build up entrepreneurship education ecosystem through the local area network.

Using Project-Based Learning Method As a Way to Engage Students in STEM Education

  • Lee, Mi Yeon;Robles, Rolando
    • Research in Mathematical Education
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    • v.22 no.2
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    • pp.83-97
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    • 2019
  • Science, Technology, Engineering, and Mathematics (STEM) education has been at the forefront of K-12 curricula in the technology-rich 21st century, with emphasis on how these fields reinforce each other in preparing students for a dynamic future. However, there is a need for greater attention to STEM education research in the mathematics education community, in particular to pedagogical approaches that facilitate integrating the mathematics component of STEM education. Toward this end, the authors report the outcomes of a Project-based Learning (PBL) unit in which upper elementary students integrated STEM elements by researching, crafting, testing, and evaluating kites they created by applying scientific knowledge of aerodynamics and mathematical knowledge of polygons, surface area, graphs, and data analysis. This unit, which the authors developed, implemented, and assessed, demonstrates how STEM subjects and in particular mathematics can be effectively integrated in upper elementary school classrooms through PBL.

Development and Effectiveness of an AI Thinking-based Education Program for Enhancing AI Literacy (인공지능 리터러시 신장을 위한 인공지능 사고 기반 교육 프로그램 개발 및 효과)

  • Lee, Jooyoung;Won, Yongho;Shin, Yoonhee
    • Journal of Engineering Education Research
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    • v.26 no.3
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    • pp.12-19
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    • 2023
  • The purpose of this study is to develop the Artificial Intelligence thinking-based education program for improving AI literacy and verify its effectiveness for beginner. This program consists of 17 sessions, was designed according to the "ABCDE" model and is a project-based program. This program was conducted on 51 first-year middle school students and 36 respondents excluding missing values were analyzed in R language. The effect of this program on ethics, understanding, social competency, execution plan, data literacy, and problem solving of AI literacy is statistically significant and has very large practical significance. According to the result of this study, this program provided learners experiencing Artificial Intelligence education for the first time with Artificial Intelligence concepts and principles, collection and analysis of information, and problem-solving processes through application in real life, and served as an opportunity to enhance AI literacy. In addition, education program to enhance AI literacy should be designed based on AI thinking.