• Title/Summary/Keyword: data science education

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Plan for data science class in high school credit system based curriculum (고교학점제에서의 데이터과학 수업 방안)

  • Kim, Semin;Hong, Ki-Cheon;You, Kangsoo;Seo, SungWon;Woo, SungHee;Lee, Choong Ho
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2022.10a
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    • pp.404-406
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    • 2022
  • In this study, a data science class plan was designed for the high school credit system in general high schools. Since it is difficult to secure class hours in elementary and middle schools or general high schools, learners cannot freely take new subjects such as data science. Therefore, a lesson plan was designed based on the ADDIE model for 15 students who applied for data science at general high schools in A city. Through this study, it was possible to design the data science class according to the learning method.

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An Analysis of Beginning Science Teachers' Pedagogical Content Knowledge through the Teaching Practice (교수 실제를 통한 초임 과학교사의 PCK 분석)

  • Min, Hee-Jung;Park, Chul-Yong;Paik, Sung-Hye
    • Journal of The Korean Association For Science Education
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    • v.30 no.4
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    • pp.437-451
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    • 2010
  • The purpose of this study was to analyse beginning science teachers' PCK. For the purpose of this study, two beginning science teachers were chosen in public middle school. Qualitative data were collected through classroom observation recording, semi-structured interviews, and other document data. Data were analysed using the constant comparative method. The results indicated that the two beginning science teachers' PCK had little differences; both have insufficient knowledge of science curriculum and assessment, and their PCK had quite differences in the instructional strategies and the orientations toward teaching science. Though they were aware of students' various levels, their common teaching method focused on delivery of science text knowledge for poor understanding about student. In conclusion, the two beginning teachers' PCK were still similar with preservice teachers. To develop beginning teachers' PCK, it needs to change the paradigm of pre-service teachers education program and to expand in-service teachers training and supporting program.

The Analysis on Research Trends in Data Education for K-12 students (초·중·고등학생 대상 데이터 교육 연구 동향 분석)

  • Hyunwoo Moon;Youngjun Lee
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2023.07a
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    • pp.391-394
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    • 2023
  • 본 연구에서는 국내 초·중·고 정보교육에서 이뤄지고 있는 데이터 교육 연구 동향을 분석하여, 향후 데이터 교육의 연구 방향을 제안하고자 하였다. 이를 위해 2015년부터 2023년 5월까지 게재된 국내 논문 중 데이터 교육 관련 논문 45편을 발행 연도, 연구 대상, 연구 분야, 데이터 리터러시 요소별로 분석하였다. 분석 결과 데이터 교육은 초등학생을 대상으로 집중적으로 이뤄지고 있었고 개발 및 적용 관련 연구가 가장 많이 이뤄지고 있었다. 또한 데이터 리터러시의 전 요소를 포함한 연구와 인공지능과 관련된 연구의 비중이 높음을 확인할 수 있었다. 따라서 본 연구를 바탕으로 SW·AI 교육을 위한 데이터 교육이 활발히 이뤄지길 기대한다.

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Identifying Barriers to Big Data Analytics: Design-Reality Gap Analysis in Saudi Higher Education

  • AlMobark, Bandar Abdullah
    • International Journal of Computer Science & Network Security
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    • v.21 no.9
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    • pp.261-266
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    • 2021
  • The spread of cloud computing, digital computing, and the popular social media platforms have led to increased growth of data. That growth of data results in what is known as big data (BD), which seen as one of the most strategic resources. The analysis of these BD has allowed generating value from massive raw data that helps in making effective decisions and providing quality of service. With Vision 2030, Saudi Arabia seeks to invest in BD technologies, but many challenges and barriers have led to delays in adopting BD. This research paper aims to search in the state of Big Data Analytics (BDA) in Saudi higher education sector, identify the barriers by reviewing the literature, and then to apply the design-reality gap model to assess these barriers that prevent effective use of big data and highlights priority areas for action to accelerate the application of BD to comply with Vision 2030.

The Study on Unplugged Learning Method of Computer Science for Elementary School Students (초등학생을 위한 컴퓨터과학의 언플러그드 학습 방법 연구)

  • Han, Sun-Kwan;Kim, Kyung-Shin
    • Journal of The Korean Association of Information Education
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    • v.11 no.4
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    • pp.497-504
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    • 2007
  • This study proposed the unplugged learning strategy of computer science that makes more easily to understand learning contents and to improve logical thinking of learners in elementary school. We reorganized the contents of data structure in computer science. The students write project papers from their own experiences and daily lives in the classroom, not in the computer room as applying unplugged learning methods. The result of this study shows that students can better understand computer through a study method of computer science on their step of growth. Through this study, the learners can be the abilities of organizing digital data and increasing the logical thinking, based on information education.

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Case Study: A Preservice Teacher's Belief Changes Represented as Constructivist Profile

  • Kwak, Young-Sun
    • Journal of The Korean Association For Science Education
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    • v.21 no.5
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    • pp.795-821
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    • 2001
  • This Qualitative study investigated a preservice teacher's developing views of learning with the influence of constructivist epistemology taught in the Math, Science, and Technology Education (MSAT) Master of Education (M. Ed.) preservice teacher education program. The MSAT teacher education program employs constructivist aspects of teacher education and generates applications of constructivism to the practice of teaching, as revealed by faculty interview data. It is important at this point to emphasize that there are significant epistemological and ontological differences between different versions of educational constructivism (i.e., individual, radical, and social constructivism) and that these differences imply different pedagogical practices. For the 16 preservice teachers included in a larger study, the epistemological and ontological characteristics for each teacher's developing views of learning were identified through four in-depth interviews. Data from interviews were used to construct a constructivist profile for each preservice teacher's views of learning (i.e., a profile containing ontological beliefs, epistemological commitments, and pedagogical beliefs). Of the sixteen participants in the larger study, five significantly changed ontological and epistemological beliefs and eleven did not. Profile changes for the five who did change also resulted in changes in their conceptions of science teaching and learning (CSTL). In this article, one of the five teachers case was presented with rich quotes. This case study documents how a preservice teacher transferred his ontological and epistemological beliefs to his pedagogical beliefs and maintained the consistency between his philosophical beliefs and CSTL. It also demonstrated implications that changes in components for an educational constructivist profile have for a preservice teacher's view of himself as teacher. Data indicated the possibility that a constructivist-oriented preservice teacher education program can influence students' conceptions of science teaching and learning by explicitly introducing constructivism as an epistemology rather than as a specific method of instruction. Implications for both instructional practices of teacher education programmes and research are discussed.

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Analysis of Doctor' Dissertations in Science Education Produced mainly by the Universities in the USA. (미국대학을 중심으로한 과학교육분야 박사학위 논문분석)

  • Park, Kyu-Eun;Kim, Kyu-Yong;Oh, Duck-Chul
    • Journal of The Korean Association For Science Education
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    • v.11 no.1
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    • pp.73-81
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    • 1991
  • The condensed results of the analytical study on 361 doctoral dissertations in science education recorded in Dissertation Abstracts International during the years of 1985-1989 are as follows: About eighty to hundred dissertations were produced annually, but a slight decline in number was noted currently. About 94.4% of dissertations were produced by the universities in the USA The research data of 361 dissertations were collected from 25 countries. Over 40% of total dissertations had been focused on high school(senior middle school) and college students as the source of research. Disciplines of science constituting the background of dissertations were biology(l9.l%), physics(l2.7%), chemistry(12.0%) and earth science(2.5%). Concerning the research branches, the number of dissertations belonging to complex research(composed of experimental and theoretical research) was 118(32.7%) and those belonging to experimental and theoretical research were 88(24.4%) and 74(20.5%) respectively. Also that belonging to computer-aided research was 45(12.5%). The general methods of data collection were examination & test(34.9%), questionaire(22.2%) and complexmethod(9.1%). The main areas of dissertations were academic achievement(31.8%), teaching assessment(20.2%) and pedagogy(l8.8%).

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An Analysis of Recognitions of the Programs Offered by a 'Science Education Institute' as a Type of Informal Science Education Institution (학교 밖 과학 교육 기관으로서 '과학교육원' 운영 프로그램에 대한 인식 분석)

  • Oh, Phil Seok;Lim, Heejun;Song, Yunmi;Kim, Sungho
    • Journal of Korean Elementary Science Education
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    • v.41 no.1
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    • pp.118-133
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    • 2022
  • In this study, we analyze the strengths and limitations of student convergence education and teacher-training programs offered by a science education institute in the capital region and provide suggestions for organizing and running similar programs in other science education institutes and schools. Reviews of relevant literature and interviews with internal and external expert groups were conducted, and an analytic framework was developed. Based on the framework, we collected data using focus group interviews and email communications with experts. The data were analyzed using both qualitative and quantitative methods within two areas, namely, convergence education programs for students and teacher-training programs. The data analysis results revealed the status of student convergence education and teacher-training programs in the institute. Furthermore, we also provided suggestions for improving programs in other informal science education institutes and schools through the interaction between the two areas in the framework and educational and social needs.

A Comparative Analysis of Science Education Achievemeris of Korea and Japanese Students (한국과 일본학생의 과학학습 성취도의 비교)

  • Chae, Kwang-Pyo;Kim, Yong-Sook
    • Journal of The Korean Association For Science Education
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    • v.9 no.1
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    • pp.91-99
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    • 1989
  • This stdudy intended to analysis the achievements of science education in primary, secondary and high school in Korea and Japan based on the IEA(the Internationl Association for the Evaluation of Educational Achievement) data. Advancing in school level. Korean students were inferior to Jatopanese in Science achievements, especially much more in comprehension, application than knowledge aspect. This results were roughhly discussed in relation to the environments of science edecation and the evlation systems.

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A Longitudinal Study on Achievement of Science Inquiry Skills (과학적 탐구 능력 성취의 종단적 연구)

  • Woo, Jong-Ok;Lee, Kyung-Hoon
    • Journal of The Korean Association For Science Education
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    • v.13 no.3
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    • pp.317-326
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    • 1993
  • The purpose of this study was to examine the longitudinal achievement of Science Inquiry Skills. The study compared two data sets collected in May 1992 and April 1993 using the TSIS(Test of Science Inquiry Skills). TSIS consists of 36items which measure 12 science process skills. TSIS's reliability(K-R 20) is O. 86 and test-retest reliability is O.7822.

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