• Title/Summary/Keyword: Engineering education methods

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A Case Analysis of Program Outcomes Assessment Systems for Engineering Education Accreditation of South Korea and USA (한국과 미국의 프로그램 학습성과 평가체계 사례분석)

  • Jin, Sung-Hee;Cho, Woo-Sug
    • Journal of Engineering Education Research
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    • v.14 no.2
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    • pp.13-20
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    • 2011
  • This study aimed to seek the ways of improving program outcomes assessment systems for engineering education accreditation of South Korea through performing comparative analysis on those of the United States. Case-study research method was implemented to achieve the research goal. Five university programs, which have been well recognized as good practices in engineering education accreditation in the United States, were selected and analyzed. In addition, those of three universities in South Korea were chosen for comparative analysis, which were reformed by university affiliated Engineering Education Innovative Centers. The analysis results indicated that there were differences in each program's program outcomes, assessment level of program outcomes, evaluation methods on program outcomes achievement, and analysis and improvement records. It was drawn up that the evaluation methods on program outcomes achievement should be paid full attention. For better program outcomes assessment system, however, the followings are in more attention. Firstly, to establish program outcomes reflecting program goal. Secondly, to set up the detailed plans for analysis and quality improvement on program outcomes. Thirdly, to keep continuing efforts on curriculum update.

A Study on the Analysis of the Vision Achievement and Social Status of the ABEEK (한국공학교육인증원의 2020 비전 달성도 및 사회적 위상 분석)

  • Han, Jiyoung
    • Journal of Engineering Education Research
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    • v.27 no.2
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    • pp.3-12
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    • 2024
  • The purpose of this study was to evaluate how well the 2020 vision presented by the Accreditation Board for Engineering Education of Korea(ABEEK) had been achieved, and to objectively examine the social status. It was very necessary for the development of engineering education in Korea to provide room for improvement by diagnosing how well the ABEEK, one of the major engineering education communities, was achieving its own vision. In order to achieve the objectives of the study, research methods such as literature review, survey research, and expert advisory committee were used. To evaluate the level of achievement of the Vision 2020 of the ABEEK, the analysis was based on the response results of 61 people who had experience as a member of the steering committe. In addition, the vision and mission of the 23 countries that are currently signatory members of the Washington Accord were surveyed, and the social responsibility and financial independence of the 20 countries that joined the signatory member countries before 2020 were compared with each other. As a result of the analysis, the item of securing international equivalence in engineering education received the most positive evaluation, and the social compensation efforts for accreditied graduates received the least evaluation. The ABEEK was evaluated as having a medium level of social responsibility and a low level of financial independence. Based on the results of this research, we proposed ways the ABEEK to contribute to the improvement of Korean engineering education.

A Case Study on the Continuous Quality Improvement for Leadership Outcomes Education in Yeungnam University (영남대학교 리더십 학습성과 교육 CQI 방안에 대한 연구)

  • Pyun, Kyung-Hee;Song, Dong-Joo
    • Journal of Engineering Education Research
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    • v.12 no.1
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    • pp.64-72
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    • 2009
  • The objective of the current study is to establish the CQI procedure of leadership outcome education, which is emphasized in engineering education accreditation. Leadership includes many program outcomes, especially soft skills, such as communication skill, team work skill, and etc. This paper studied leadership education program in Yeungnam University. In particular, this research was conducted by using focus group interviews with experts and working level staffs of relevant organizations for the analysis of Yeungnam University curriculum and non-curriculum courses related to leadership education and for the preparation of leadership education CQI method. In addition, we conducted leadership competence diagnosis, leadership education demand survey and satisfaction level survey on the leadership camp participants. Interviews with experts, lecturers and focus group of Dale Carnegie Research Institute Daegu branch that administered the progress of leadership camp were conducted along with analysis of education contents through non-participation observation method during camp period and participant students interviews. The conclusions are summed up as follows: To educate global leaders in true meaning, first, psychological level competence strengthening method and study completing ability improvement method should be considered simultaneously. In particular, for non-capital region universities, emphasis should be given to education for self-confidence and vision establishment. Second, leadership education methods of mid/long term and systematic curricular and extra-curricular type should be pursued. For instance, with the use of engineering design subject completing system, leadership education can be consolidated to engineering subject courses with engineering design projects or the system of mentor-pupil among earlier leadership camp participants and later participants may be utilized. Third, it is determined necessary to pursue and realize practical methods of conducting various intramural leadership related education activities in mid/long term perspective by organizing leadership education advisory group consisting of major, departments and intramural and extramural relevant organization authorities that focus on leadership education.

Data abnormal detection using bidirectional long-short neural network combined with artificial experience

  • Yang, Kang;Jiang, Huachen;Ding, Youliang;Wang, Manya;Wan, Chunfeng
    • Smart Structures and Systems
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    • v.29 no.1
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    • pp.117-127
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    • 2022
  • Data anomalies seriously threaten the reliability of the bridge structural health monitoring system and may trigger system misjudgment. To overcome the above problem, an efficient and accurate data anomaly detection method is desiderated. Traditional anomaly detection methods extract various abnormal features as the key indicators to identify data anomalies. Then set thresholds artificially for various features to identify specific anomalies, which is the artificial experience method. However, limited by the poor generalization ability among sensors, this method often leads to high labor costs. Another approach to anomaly detection is a data-driven approach based on machine learning methods. Among these, the bidirectional long-short memory neural network (BiLSTM), as an effective classification method, excels at finding complex relationships in multivariate time series data. However, training unprocessed original signals often leads to low computation efficiency and poor convergence, for lacking appropriate feature selection. Therefore, this article combines the advantages of the two methods by proposing a deep learning method with manual experience statistical features fed into it. Experimental comparative studies illustrate that the BiLSTM model with appropriate feature input has an accuracy rate of over 87-94%. Meanwhile, this paper provides basic principles of data cleaning and discusses the typical features of various anomalies. Furthermore, the optimization strategies of the feature space selection based on artificial experience are also highlighted.

A Practical Case Study of Student-Centered Education Using Small Group Activities: 'Prospect of Nuclear Engineering' Course (소그룹 활동을 활용한 학습자중심 교육 사례: '원자핵공학의 미래' 교과목을 중심으로)

  • Na, Yong-Su;Min, Hyeree
    • Journal of Engineering Education Research
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    • v.22 no.5
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    • pp.29-36
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    • 2019
  • Here we analyze a case of redesigned course named "Prospect of Nuclear Engineering" as an example of student-entered education which came to the fore of university education innovation. This course was reformed from lecture-based to student-centered class by changing the context as follows: Stimulating students by addressing various problems or episodes behind scientific and mathematical concepts in the history; Offering experimental project to perceive the importance of differential equations; Exploring the research status and issues of nuclear engineering and the ways of attacking them by discipline; Discussing the public acceptance of nuclear power plants. Small group activities using 'small group discussion' and 'peer-learning' have been applied in this course to enhance students' critical and creative ability. In the survey, students rated highly in the fact that they could actively interact with the peers and that they could think for themselves through 'small group discussion' and 'peer-learning' which is not just the way of conveying knowledge.

The Practical Research of Mixed Reality for Photographic Darkroom Education

  • Li, Wei;Cho, Dong-Min
    • Journal of Korea Multimedia Society
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    • v.24 no.1
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    • pp.155-165
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    • 2021
  • With the continuous development and progress of science and technology, the field of mixed reality applications has involved scientific research, medicine, entertainment, education, information dissemination, and people's daily lives; This paper will focus on the application of mixed reality in the field of education and teaching, relying on the characteristics of mixed reality technology. This article will use the combination of mixed reality and smart glasses to fully consider the characteristics of photography darkroom teaching, design and produce a mixed reality photography darkroom teaching software, and explore the feasibility of the application of mixed reality in teaching. This paper will use literature research methods, practical research methods, and survey methods as the main methods of research topics to determine the importance, feasibility, and necessity of the relevant theories studied in this paper. The application of mixed reality technology in photography darkroom teaching can not only solve many problems in the existing darkroom teaching methods, but also develop and expand students' Independent learning ability. It is concluded from this that mixed reality teaching software has the feasibility of sustainable development, which brings particular application value to the development and research of other education and art discipline software.

The Situation of Environmental Education and A Survey on the Perception of Environment in Middle School Students, Mokpo City (목포시 중학교 환경교육 현황 및 학생들의 환경에 대한 인식조사)

  • Park Hyun-Ju;Jeong Jin-Hwa;Na Choon-Ki
    • Journal of Environmental Science International
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    • v.15 no.7
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    • pp.607-614
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    • 2006
  • A survey of middle school students and teachers in Mokpo city has been done to understand the perception of environment of students and the present situation of environmental education in middle school. Only 2 of the 14 middle schools have chosen the environmental education course as a required subject. The majority of middle-school students in Mokpo city have learned the environmental education as a subordinate course included in the other subjects such as science, social science or technology. The environmental education in school has been done mostly through non-subject activities such as club activity, group work etc. The survey shows that almost all students think the environmental pollution is serious problem(83% of respondents) and they are especially interested in separate garbage collection(72%) and environmental conservation activity(63.9%) to protect the environment. The concerns about the environmental problems of students(57.7%) has increased after environmental education regardless educational methods or subjects. The students and teachers think that environmental education in school has not been carried out enough and almost all of them(68.4% of students, 97.5% of teachers) agree that the environmental education should be done as an independent subject. In order to more practical and effective environmental education, many opportunities to experience environmental conservation activities should be given during the environmental education course and the environmental education should be separated from other subjects to be taught independently. Moreover, it might be necessary to increase proportion of teachers in environmental disciplines and to develop various teaching methods.

A Study on the Evaluation of Program Outcomes(PO) for Mechanical Engineering Program at Chosun University (조선대학교 기계공학프로그램 학습성과 평가 사례 연구)

  • Go, Hyun-Sun;Oh, Jun-Seok;Choi, Keum-Jin;Park, Gil-Moon
    • Journal of Engineering Education Research
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    • v.16 no.6
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    • pp.65-77
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    • 2013
  • The purpose of this paper are to evaluate the program outcome(PO) for mechanical engineering program at Chosun University, In order to achieve the objectives of this study, we analyze the evaluation system on measuring and analyzed methods of PO. We expect that the evaluation system of PO will help program members to efficiently manage the engineering program accreditation evaluations. This paper were to improve PO evaluation system throughout assessment tools, measurements and analysis of PO between current students and faculty. This study would be confined measurements, analysis and improvement of PO for current students, and faculty in this program.

A Study on Technical Writing Instruction in Engineering Education Using Patent Application Form (특허 출원서를 활용한 공학 계열 기술적 글쓰기 수업 사례)

  • Jun, Eun-kyung;Lee, Sung-hak
    • Journal of Engineering Education Research
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    • v.21 no.6
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    • pp.44-53
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    • 2018
  • The purpose of this paper is to develop a technical writing model suitable for engineering students based on the practice of technical writing using the patent application form for engineering students. The Dick & Carey model was used to design the teaching of technical writing using the patent application form. In particular, the instructor communicates with the learner and instructs the learner to produce and express students' own ideas. Instruction design in technical writing progresses consists of four steps, such as creating ideas by brainstorming, comprising contents, exercising writing, and feedback. Feedback occurs between an instructor and a learner and also does among students. As writing is proceeding step by step, instruction design for technical writing should come forth with specific methods to make students practice writing in work. Following these steps will help engineering school students to make up new products after graduating university.

Technological Aspects of the Use of Modern Intelligent Information Systems in Educational Activities by Teachers

  • Tkachuk, Stanislav;Poluboiaryna, Iryna;Lapets, Olha;Lebid, Oksana;Fadyeyeva, Kateryna;Udalova, Olena
    • International Journal of Computer Science & Network Security
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    • v.21 no.9
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    • pp.99-102
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    • 2021
  • The article considers one of the areas of development of artificial intelligence where there is the development of computer intelligent systems capable of performing functions traditionally considered intelligent - language comprehension, inference, use of accumulated knowledge, learning, pattern recognition, as well as learn and explain their decisions. It is found that informational intellectual systems are promising in their development. The article is devoted to intelligent information systems and technologies in educational activities, ie issues of organization, design, development and application of systems designed for information processing, which are based on the use of artificial intelligence methods.