• 제목/요약/키워드: statistics education in university

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소프트웨어 및 하드웨어분야의 트랙과 수학/통계와의 연관성 정도 파악 (A Research on the Relations between Mathematics/statistics and Software/Hardware Tracks)

  • 이승우
    • 한국수학교육학회지시리즈A:수학교육
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    • 제47권4호
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    • pp.505-517
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    • 2008
  • This paper studies on the necessity of mathematics/statistics in software and hardware fields. First, this research analyzes the contents of mathematics/statistics among subjects in software and hardware fields. Secondly, this research explores the relationship and connectivity between mathematics/statistics and major tracks of software and hardware fields. This connectivity between mathematics/statistics and majors in software and hardware fields would certainly contribute to creating pragmatic and professional knowledge.

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A comparative study of the revised 2022 Korea mathematics curriculum and the international baccalaureate diploma program mathematics: Applications and interpretation standard level - focusing on high school statistics area

  • Soo Bin Lee;Ah Ra Cho;Oh Nam Kwon
    • 한국수학교육학회지시리즈D:수학교육연구
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    • 제27권1호
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    • pp.49-73
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    • 2024
  • This study aims to explore the direction of high school statistics education in Korea through a comparative analysis between the revised 2022 Korea mathematics curriculum and the IBDP Mathematics: Application & Interpretation Standard Level (IBDP AI SL) Curriculum and textbooks. The study seeks to investigate the Statistics unit of the two curricula, compare chapter structures and content elements of textbooks, and explore exercises on modeling and utilization of technology tools. The results are as follows: First, the IBDP AI SL statistics covered a broader range of topics. Second, exercises in Korean high school textbooks typically inquire about one or two questions in each topic, whereas the IBDP AI SL textbook's exercises present a real-life scenario on all relevant topics through sub-questions. Third, the Korean textbook guides the utilization of technology tools only in exercises presented after completing the entire chapter or where the calculation is complex. Also, there were only a handful of modeling exercises in the Korean textbook in contrast to most of the lessons and exercises were modeling exercises in the IBDP AI SL textbook. If these findings can be integrated into teaching practices in Korea, it will provide a direction for statistics education in Korean high schools.

기초통계교육을 위한 통계소프트웨어의 개발 -Excel에 기초한- (Development of Statistical Software for the Education of Statistics at the Introductory Level based on Excel)

  • 조신섭;송문섭;이윤모;성병찬;윤영주;이현부
    • 품질경영학회지
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    • 제27권2호
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    • pp.277-290
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    • 1999
  • In this paper we compare several statistical packages and propose basic requirements of the package for the efficient education of statistics. We develop a statistical software, KESS, based on Excel. KESS provides all the input menus and output results in Korean.

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A Study on Role of Mathematics/Statistics in IT Fields

  • Lee, Seung-Woo
    • Journal of the Korean Data and Information Science Society
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    • 제19권4호
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    • pp.1397-1408
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    • 2008
  • Mathematics develops the ability to solve a problem and the spirit of inquiry by logical thinking, and statistics develops the ability to making a decision scientifically or rationally by various data processing techniques. Even though mathematics is a compulsory subject in most of IT-related departments, the reality of Korean education is serious. This research studies on the necessity of mathematics/statistics education for a person studying IT and analyzes the contents of mathematics/statistics among IT-related subjects. And the research makes a plan for specializing IT-related departments by use of specialized education programs using mathematics/statistics and examines a development plan in the short or long term period for connectivity with mathematics/statistics fields. This connectivity between IT-related departments and mathematics/statistics in the 21st century would certainly contribute to creating more practical or technical knowledge.

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비전공자를 위한 AI기초통계 교육의 고찰 (A Study on AI basic statistics Education for Non-majors)

  • 유진아
    • 통합자연과학논문집
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    • 제14권4호
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    • pp.176-182
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    • 2021
  • We live in the age of artificial intelligence, and big data and artificial intelligence education are no longer just for majors, but are required to be able to handle non-majors as well. Software and artificial intelligence education for non-majors is not just a general education, it creates talents who can understand and utilize them, and the quality of education is increasingly important. Through such education, we can nurture creative talents who can create and use new values by fusion with various fields of computing technology. Since 2015, many universities have been implementing software-oriented colleges and AI-oriented colleges to foster software-oriented human resources. However, it is not easy to provide AI basic statistics education of big data analysis deception to non-majors. Therefore, we would like to present a big data education model for non-majors in big data analysis so that big data analysis can be directly applied.

수학교사의 확률과 통계에 대한 지식과 신념 (Mathematics teachers' knowledge and belief on the high school probability and statistics)

  • 김원경;문소영;변지영
    • 한국수학교육학회지시리즈A:수학교육
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    • 제45권4호
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    • pp.381-406
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    • 2006
  • This work aims to investigate mathematics teachers' knowledge and belief on the high school probability and statistics. For this aim, two research questions are estabilished as follows. (1) How is mathematics teachers' knowledge on the main contents of the high school probability and statistics in the 7th mathematics curriculum? (2) What is mathematics teachers' belief on the high school probability and statistics? Survey and interviews were carried out to answer the above research questions. Subjects of the survey were 2 7mathematics teachers who were answered to questionnaire. Among them, 3 volunteers were chosen by provinces for in-depth interview. Research findings in mathematics teacher's knowledge are as follows. Firstly, mathematics teachers do not have much of mathematical knowledge on the newly added and changed contents of the high school probability and statistics in the 7th mathematics curriculum. Secondly, mathematics teachers do not change their teaching-learning method for probability and statistics. Thirdly, many teachers think that the use of technology and reconstruction of the textbooks are required in teaching and learning of the high school probability and statistics. But, they stick on their own way. Research findings in mathematics teachers' belief are as follows. Firstly, many mathematics teachers view the nature of statistics as a branch of the applied mathematics and put the value of high school probability and statistics on the practical usefulness, Secondly, many mathematics teachers think that understanding concepts and improving problem solving ability are the best method of the teaching and learning. Thirdly, many mathematics teachers think that high school probability and statistics textbooks should cause motivations and interests in order not to give up studying probability and statistics. It is expected that the above findings can be used to change teachers' teaching and learning methods and to improve teachers training program.

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Effects of a GAISE-based teaching method on students' learning in introductory statistics

  • Erhardt, Erik Barry;Lim, Woong
    • Communications for Statistical Applications and Methods
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    • 제27권3호
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    • pp.269-284
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    • 2020
  • This study compares two teaching methods in an introductory statistics course at a large state university. The first method is the traditional lecture-based approach. The second method implements a flipped classroom that incorporates the recommendations of the American Statistical Association's Guidelines for Assessment and Instruction in Statistics Education (GAISE) College Report. We compare these two methods, based on student performance, illustrate the procedures of the flipped pedagogy, and discuss the impact of aligning our course to current guidelines for teaching statistics at the college level. Results show that students in the flipped class performed better than students in traditional delivery. Student questionnaire responses also indicate that students in flipped delivery aligned with the GAISE recommendations have built a productive mindset in statistics.

초.중.고등학교 확률 및 통계영역 교육에서의 R 통계패키지의 활용(I) (Applications of R statistical package on Probability and Statistics Education in Elementary, Middle and High School(I))

  • 장대흥
    • 한국수학교육학회지시리즈E:수학교육논문집
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    • 제21권2호
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    • pp.199-225
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    • 2007
  • 초 중 고등학교 확률 및 통계교육 시 우리는 통계패키지로서 R을 사용할 수 있다. R은 대화식 처리방식을 따르기 때문에 배우기가 쉽다. 또한 R에서의 그래픽스는 아주 강력하다. 가장 큰 장점은 R의 사용이 무료라는 것이다. 이러한 많은 장점을 갖고 있는 R을 초 중 고등학교 확률 및 통계교육 현장에서 사용하는 표준 통계패키지로서 고려할 필요가 있다.

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통계 활용 능력 향상을 위한 웹 2.0 기반 학습 시스템 개발 및 적용 (Development and Application of a Learning System based on Web 2.0 for Promoting Statistics Literacy)

  • 이준희
    • 정보교육학회논문지
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    • 제13권1호
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    • pp.85-95
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    • 2009
  • 웹은 정보가 전송되어 소비되는 매체에서 콘텐츠가 생산되고 공유되며 또 다른 용도로 활용되는 플랫폼으로 변화되고 있다. 웹 2.0 애플리케이션들은 이러한 플랫폼에 가장 근원적인 장점을 제공한다. 본 논문에서는 통계 활용 능력 향상을 위해서 웹 2.0 기반의 학습 방법을 제안하였다. 이를 위해 학생들에게 UCC 자료를 제작하고 통계 원리 및 통계 자료 활용에 대해서 학습할 수 있도록 하였다. 연구의 실효성을 위해서 OO시 소재의 대학교 1학년 1개 반을 대상으로 논문에서 제시한 교육내용과 방법을 통하여 실험연구를 하였다. 연구 결과 학생들은 통계의 기본 원리를 이해하고 통계자료 활용 능력에 대한 중요성을 인식하게 되었으며 긍정적인 반응을 나타내었다. 이를 통해 통계 활용 능력은 적절한 교육 방법만 제시된다면 학생들에게 효과적인 교육이 가능하다는 것을 확인할 수 있었다.

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진로탐색을 강화한 수학과 자유학기제 통계 프로그램 개발 및 적용 (Development and Implementation of the Program for the Free Learning Semester Focused on Career Exploration)

  • 강태경;이서빈;고상숙
    • 한국수학교육학회지시리즈A:수학교육
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    • 제56권2호
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    • pp.177-191
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    • 2017
  • This study was to investigate the effect of the statistics education program for the test-free semester. Two tests of questionnaires were used after revising some items for the subjects and statistical contents covered according to the purpose of the study during the 2nd semester, 2016. one was for finding students' attitude toward statistics and the other for understanding my career exploration. The statistics education program was developed for 5 lesson units and was applied to two classes with 53 students of one middle school in Gyeonggi-province. The results showed that students' understanding on career exploration was improved especially, in self understanding, perceiving career world related to statistics, and economical & educational understanding in statistical career. Also, the three areas such as interest, value, and effort among five areas about students' statistical attitude which was measured by the attitude test revised from the previous study, were improved with statistical significance. Moreover, we analyzed the degree of students' satisfaction over the program. Most of students were satisfied with the program saying that "I could not believe it is over now. The time has gone so fast." or "My mentor(a pre-service teacher) helped me a lot." Therefore, the program for the test-free semester should include the contents for exploring future-career and relating to real life.