• 제목/요약/키워드: Model courses

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Predicting Students' Engagement in Online Courses Using Machine Learning

  • Alsirhani, Jawaher;Alsalem, Khalaf
    • International Journal of Computer Science & Network Security
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    • 제22권9호
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    • pp.159-168
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    • 2022
  • No one denies the importance of online courses, which provide a very important alternative, especially for students who have jobs that prevent them from attending face-to-face in traditional classes; Engagement is one of the most important fundamental variables that indicate the course's success in achieving its objectives. Therefore, the current study aims to build a model using machine learning to predict student engagement in online courses. An online questionnaire was prepared and applied to the students of Jouf University in the Kingdom of Saudi Arabia, and data was obtained from the input variables in the questionnaire, which are: specialization, gender, academic year, skills, emotional aspects, participation, performance, and engagement in the online course as a dependent variable. Multiple regression was used to analyze the data using SPSS. Kegel was used to build the model as a machine learning technique. The results indicated that there is a positive correlation between the four variables (skills, emotional aspects, participation, and performance) and engagement in online courses. The model accuracy was very high 99.99%, This shows the model's ability to predict engagement in the light of the input variables.

New Model Course on Training in Operational Use of ECDIS

  • Weintrit, Adam
    • 한국항해항만학회:학술대회논문집
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    • 한국항해항만학회 2006년도 International Symposium on GPS/GNSS Vol.2
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    • pp.367-372
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    • 2006
  • The revision of SOLAS, Chapter V, which entered into force on 1 July 2002, has firmly established the electronic navigational chart as part of the international maritime safety system. Its possible recognition as a paper chart equivalent confirms the considerable safety benefits provided by the official Electronic Chart Display and Information Systems (ECDIS). Elaborated by the Author IAMU Model Course on operational use of ECDIS aims to provide answers to some of the most commonly asked questions regarding various types of electronic charts (ENC, RNC, DNC) and electronic chart systems (ECDIS, RCDS, ECS). Following the earlier adoption of the International Convention STCW 78/95 and IMO model training courses, e.g. IMO Model Course on ECDIS [2], to assist in the implementation of the Convention and the associated IMO Assembly resolutions, a number of IAMU Member Universities had suggested that IAMU should develop model training courses on higher academic level to assist in achieving a more rapid transfer of information and skills regarding new developments in marine technology. The provision of model courses could help instructors improve the quality of their existing courses and enhance their effectiveness in meeting the requirements of the IAMU. In this paper the Author presents the results of two IAMU research projects sponsored by Nippon Foundation, titled 'IAMU Model Course on Training in Operational Use of ECDIS' and 'IAMU Handbook on ECDIS'.

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기업의 직무체계에 기초한 실업자 직업훈련과정 표준모형 개발 연구 (A Study on the Development of a Standard Model for Vocational Training Courses for the Unemployed Based on Entrepreneurial Skill System)

  • 주인중;박종성;김상진
    • 공학교육연구
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    • 제10권3호
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    • pp.38-63
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    • 2007
  • 이 연구의 목적은 기업의 직무체계에 기초한 실업자 직업훈련과정 표준모형 개발 연구에 있다. 훈련과정 표준모형 개발은 우선 직무체계 정립을 통하여 직무관련 개념정의와 직무체계를 검토하였으며, 직무능력체제 및 훈련과정 모형 개발 방향 및 방법을 수립하여, 직무능력체제를 개발하였다. 이를 통해 직무영역, 핵심능력 및 수행내용, 능력단위 및 수준, 단위요소가 도출되었다. 그리고 이를 바탕으로 직무능력체제에 따른 훈련과정 구성 및 구조 설계 정립이 수행되었으며, 그 결과 훈련과정 개발모형, 훈련과정 구조설계, 훈련과정별 훈련교과 모형이 도출된 훈련과정 모형이 개발되었다.

An Integer Programming Model for a Complex University Timetabling Problem: A Case Study

  • Prabodanie, R.A. Ranga
    • Industrial Engineering and Management Systems
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    • 제16권1호
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    • pp.141-153
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    • 2017
  • A binary integer programming model is proposed for a complex timetabling problem in a university faculty which conducts various degree programs. The decision variables are defined with fewer dimensions to economize the model size of large scale problems and to improve modeling efficiency. Binary matrices are used to incorporate the relationships between the courses and students, and the courses and teachers. The model includes generally applicable constraints such as completeness, uniqueness, and consecutiveness; and case specific constraints. The model was coded and solved using Open Solver which is an open-source optimizer available as an Excel add-in. The results indicate that complicated timetabling problems with large numbers of courses and student groups can be formulated more efficiently with fewer numbers of variables and constraints using the proposed modeling framework. The model could effectively generate timetables with a significantly lower number of work hours per week compared to currently used timetables. The model results indicate that the particular timetabling problem is bounded by the student overlaps, and both human and physical resource constraints are insignificant.

CIPP 평가모형에 기반한 항공종사자 전문교육기관 교육과정(항공정비사) 평가준거 개발 (Evaluation Criteria Development of Courses Based on CIPP Evaluation Model Dedicated to Approval of Training Organizations)

  • 남명관;박상범
    • 한국항공운항학회지
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    • 제22권4호
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    • pp.8-14
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    • 2014
  • The purpose of this research was to develop evaluation conformity to operate courses based on CIPP evaluation model dedicated to approval of training organizations. In order to achieve the goal, the researchers scrutinized related documents and precedent studies, initiated the draft for evaluation conformity to operate courses and secured validity for evaluation conformity initiated through Delphi Method survey. To secure validity for evaluation conformity, the researchers conducted two Delphi Method surveys of an expert panel of 22 professionals from relevant fields including officials from the Ministry of Land, Infrastructure and Transport, researchers from Korea Transportation Safety Authority, instructors from approved training organizations and officials from industries. Through the surveys, the researchers determined 4 evaluation areas, 13 evaluation items and 52 evaluation indexes as the evaluation conformity to operate courses for aircraft maintenance mechanics. On top of that, the researchers established evaluation system in the courses for aviation professionals (aircraft maintenance mechanics), and suggested a follow-up studies regarding managing the quality of education.

한국문헌정보학 교과과정 운영모형 및 표준교과목 개발에 관한 연구 (A Study of the Curriculum Operating Model and Standard Courses for Library & Information Science in Korea)

  • 노영희;안인자;최상기
    • 한국문헌정보학회지
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    • 제46권2호
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    • pp.55-82
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    • 2012
  • 본 연구에서는 국내외 문헌정보학과의 교과과정 운영모형을 조사하여 국내 현실에 맞는 운영모형을 제안하고자 하며, 운영모형에 기반하여 한국문헌정보학 표준교과목도 제안하고자 한다. 이를 위해 국외 교과과정 분석결과, 국내 교과과정 분석결과, 국내 현장사서를 대상으로 한 설문조사 결과, 그리고 현장사서를 대상으로 한 관종별 직무분석결과를 종합적으로 분석하여 문헌정보학 필수교과목, 핵심교과목, 그리고 선택교과목을 선정하여 제시하였다. 최종 제안된 문헌정보학 필수과목은 6개 과목으로서, 문헌정보학개론, 정보조직학, 정보서비스론, 도서관경영론, 정보검색론, 사서실습이다. 핵심과목은 6개 과목으로서, 정보자료분류목록실습, 주제별정보원(참고정보원), 장서개발론, 디지털도서관론, 서지학개론, 기록관리학개론이다. 선택과목은 총 20개 과목으로서, 문헌정보학 영역 4개 과목(도서및도서관사, 지식정보사회와 도서관, 도서관과저작권, 문헌정보학연구방법론), 정보조직학 영역 2개 과목(메타데이터의 이해, 한국문헌자동화목록실습), 정보조사제공학 영역 3개 과목(정보활용교육론, 독서지도론, 정보이용자연구), 도서관 정보센터경영학 영역 4개 과목(도서관협력론, 관종별도서관운영론, 도서관마케팅, 비도서자료관리론), 정보학 영역 6개 과목(데이터베이스운영론, 색인초록론, 정보학개론, 정보시스템론, 도서관시스템자동화, 도서관정보네트워크), 기록관리학 영역 1개 과목(기록보존론)이다.

도서관장애인서비스 전문사서 양성을 위한 문헌정보학 교과 과정(안) 개 발에 관한 연구 (A study on the Library & Information Science Curriculum Model Development for the Disabled Users Service Special Librarian)

  • 김혜주
    • 한국도서관정보학회지
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    • 제46권3호
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    • pp.325-348
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    • 2015
  • 본 연구는 정보소외계층에 대한 사회의 관심도 증가에 따라 도서관서비스 대상에서 소외되었던 장애인 이용자가 처한 특수상황에 맞는 맞춤형 도서관서비스를 제공하기 위한 방안으로 도서관장애인서비스 전문사서 교과 과정 모형을 개발하였다. 이를 위하여 도서관장애인서비스 전문사서 교과과정에 반드시 포함되어야 하는 요인을 선별하기 위하여 국내외 도서관에서 이루어지고 있는 기존의 도서관장애인서비스와 장애인서비스 전문사서 교과과정을 조사 분석하였다. 이상의 연구결과를 종합하여 도서관장애인서비스를 위한 전문사서 양성 과정에 반드시 포함되어야 할 교과 내용과 교과 과정을 기초 과정과 심화 과정으로 나누어 제시하였다.

대학 e-Learning의 교수학습모형 개발 (The Development to Teaching-Learning Model of the e-Learning in Universities)

  • 박성두
    • 한국산학기술학회논문지
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    • 제9권2호
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    • pp.529-534
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    • 2008
  • 본 연구에서는 e-러닝에 대한 교수들의 의식조사를 수행하여 문제점을 파악하고 e-러닝의 교수학습모형 개발에 대한 결과로써 대학의 교양과정, 산학연계가 필요한 분야, 평생교육분야 등에 있어서 학습자가 e-러닝 강좌를 필요에 따라 선별적으로 선택하여 학습할 수 있는 모듈형 수업체제를 개발하여 새로운 대학교육의 모델을 제시하여야 하고, e-러닝 활성화를 위하여 면대면 수업과 온라인 수업의 장점이 적절히 결합된 혼합형 강좌의 개발이 필요하며, 혼합형 e-러닝의 강좌 유형은 1단계로 4주 정도로 운영하는 것이 적당하다는 결론을 얻었다.

Measuring the Perceived Mental Image of Practical Courses among Students using Electronic Questionnaire

  • Khaled Hussein Mohamed Aly
    • International Journal of Computer Science & Network Security
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    • 제23권3호
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    • pp.1-9
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    • 2023
  • The practical courses are considered as a model for the courses taught by the student of the Department of Physical Education at different levels of study, during which he employs his mental, physical and skill abilities to understand and master the motor skills and develop his physical abilities to be able to master them and later teach and train them, so this study was conducted with the aim of identifying the perceived mental image For the practical courses of the students of the Department of Physical Education at Umm Al-Qura University, by designing a scale for the perceived mental image of the practical courses, and identifying the percentages and the extent of their prevalence for each of the positive mental image, the nonperceived mental image, and the negative mental image of the practical courses among the students of the Department of Physical Education at Umm Al-Qura University, The researcher used the descriptive approach from the survey studies by designing a measure of the perceived mental image on a sample of (175) students, and they were chosen by the intentional method from the fourth level students who studied all the practical courses in the department, whether for the first or second semester of the academic year 2021 /2022. Data using frequencies, percentages and the test of significance of the ratio, and one of the most important results was the validity of the scale used in measuring the mental image perceived by students of the Department of Physical Education about practical courses. Realizing a positive mental image that is statistically significant about the practical courses of (53.20%) of the students of the Department of Physical Education, the sample of this study. And realizing a positive mental image that is statistically significant for students about the axes of the nature of studying practical courses, their abilities in practical performance, the method of implementing lectures, the lecturer, and their evaluation methods. The mental image of the student, and taking appropriate measures to develop the practical courses and academic programs, applying similar studies to measure the mental image of the department's graduates on the specialized tracks in the Department of Physical Education, reviewing the number of hours for some practical courses so that they are not less than two hours for all practical courses.

Method of Curriculum System Design and Documentation Including General Education, MSC, and Engineering Design at Chosun University

  • Go, Hyun-Sun;Park, Gil-Moon
    • 공학교육연구
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    • 제14권6호
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    • pp.60-66
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    • 2011
  • The curriculum system and documentation for advanced general education, MSC (Mathematics, Basic Science, Computer Science), and engineering-design courses have been developed to improve the education of advanced undergraduate students in engineering and technology at Chosun University. In this paper, to obtain improved quality of engineering courses, we systemized the education of engineering and technology, which could be designed as the education satisfying students and provide awards for high-quality performance, through efficient management of education courses and establishment of basic and professional courses. In addition, by applying evaluation to the engineering courses and using the model of continuous quality improvement, we could achieve a high-quality education system for the engineering and technology courses.