• Title/Summary/Keyword: 데이터과학 교육

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An Analysis of the Infographics Features according to the Scinece Content's Domains in Middle School Science Textbooks (중학교 과학 교과서에서 과학 내용 영역에 따른 인포그래픽의 특징 분석)

  • Noh, Sang Mi;Yang, Soon Young;Kim, Yong-Jin
    • Journal of Science Education
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    • v.41 no.3
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    • pp.462-479
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    • 2017
  • This study classified the visualization's materials presented in two types of middle school science textbooks to data visualization and infographics, thereafter characteristics of infographics according to science content's domains were analyzed using an analytical framework for infopraphics. The results of this study are as follows : First, visualization materials in middle school science textbooks had more data visualization (23.2%) than infographics (76.8%). Second, there were many differences in information content's category among the science subject's domains. The relationship type of information content in the domain of energy and matter, the function type in life domain, and the location type in the earth domain were prominent. In visual representation's category, the illustration type and comparative analysis type were the most dominant in the all science domains. The horizontal type in layout category occupied the largest proportion in all science domains. Therefore, it is necessary to present the visualization materials with the infographics conveying many informations than the data visualization in middle school science textbooks. And the infographics need to be developed and distributed in various formats in each science domain.

A Study on Strategies to Promote the Activation of Institutional Research Data Repositories in the Field of Science and Technology (과학기술분야 기관 연구데이터 리포지터리 운영 활성화 방안 연구)

  • Ye Hyeon Kim;Jihyun Kim
    • Journal of the Korean BIBLIA Society for library and Information Science
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    • v.34 no.3
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    • pp.109-134
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    • 2023
  • The purpose of this study is to identify the current status of institutional research data repositories in the field of science and technology and to suggest ways to activate them. The study conducted literature research, case analysis, and interviews with repository managers both domestically and internationally. The study suggested strategies with a focus on establishing repository regulations and policies, improving awareness of research data sharing, and enhancing research data quality management. First, in terms of repository regulations and policy establishment, it was considered necessary to promote the status of the National R&D Information Processing Standards, a regulation related to research data, and clarify repository basis regulations. Second, to enhance awareness of research data sharing, the need for comprehensive research data education and the identification of exemplary cases were suggested. Third, in terms of strengthening research data quality management, the need for preparation for interaction between researchers-persons in charge-committees, standardization work, and long-term preservation was suggested.

A study on the predictability of acoustic power distribution of English speech for English academic achievement in a Science Academy (과학영재학교 재학생 영어발화 주파수 대역별 음향 에너지 분포의 영어 성취도 예측성 연구)

  • Park, Soon;Ahn, Hyunkee
    • Phonetics and Speech Sciences
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    • v.14 no.3
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    • pp.41-49
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    • 2022
  • The average acoustic distribution of American English speakers was statistically compared with the English-speaking patterns of gifted students in a Science Academy in Korea. By analyzing speech recordings, the duration time of which is much longer than in previous studies, this research identified the degree of acoustic proximity between the two parties and the predictability of English academic achievement of gifted high school students. Long-term spectral acoustic power distribution vectors were obtained for 2,048 center frequencies in the range of 20 Hz to 20,000 Hz by applying an long-term average speech spectrum (LTASS) MATLAB code. Three more variables were statistically compared to discover additional indices that can predict future English academic achievement: the receptive vocabulary size test, the cumulative vocabulary scores of English formative assessment, and the English Speaking Proficiency Test scores. Linear regression and correlational analyses between the four variables showed that the receptive vocabulary size test and the low-frequency vocabulary formative assessments which require both lexical and domain-specific science background knowledge are relatively more significant variables than a basic suprasegmental level English fluency in the predictability of gifted students' academic achievement.

A study about CS Unplugged using Unsupervised Learning (비지도 학습을 위한 언플러그드 활동에 대한 연구)

  • Jun, Bungwoo;Shin, Seungki
    • 한국정보교육학회:학술대회논문집
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    • 2021.08a
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    • pp.175-179
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    • 2021
  • Computer Science Unplugged activities are activities to learn about computer science through learning tools other than programming programs. Existing unplugged activities focus on the procedural thinking process and focus on guiding the thinking process through play. There is a lack of research on unsupervised learning, which plays an important role in machine learning, which has recently attracted attention. In this study, we designed and conducted an unplugged activities for unsupervised learning that analyzes data using video media familiar to elementary school students. The results on the effectiveness of the class were analyzed using the bebras challenge. As a result of analyzing the scores of the pre-test and post-test, it was confirmed that the students' computational thinking and problem-solving ability improved.

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소형 망원경을 이용한 천체의 분광관측과 교육적 활용

  • Song, In-Ok;Baek, Chang-Hyeon;Lee, Jeong-Ju;Hwang, In-Jun
    • The Bulletin of The Korean Astronomical Society
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    • v.37 no.2
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    • pp.94.1-94.1
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    • 2012
  • 국내의 교육기관에서는 망원경과 검출장비의 한계로 천체의 측광관측에 중점을 둔 실험교육을 하고 있으며 천체의 물리, 화학적 특성을 이해하는데 필수적인 천체분광 실험교육은 원활하지 못한 상황이다. 천체분광 실험 교육을 위하여 과학교육용 실험장비인 랩주니어(Lab-Junior)를 이용하여 소형망원경으로도 천체의 스펙트럼을 얻을 수 있는 어댑터를 개발하였다. 5인치 망원경에 랩주니어 장비를 장착하여 달과 행성의 태양반사 스펙트럼을 얻을 수 있었고 12인치 망원경에 장착하여 데네브(deneb) 같은 밝은 천체의 스펙트럼을 얻을 수 있었다. 이 발표에서는 랩주니어를 이용하여 관측된 스펙트럼 데이터를 분석해 보고 학교 현장에서 교육적 활용 방안을 소개하고자 한다. 개발된 장비를 활용한다면 고가의 분광장치가 없는 학교나 천문교육시설에서도 손쉽게 천체분광 실험 교육프로그램을 운영할 수 있을 것이다.

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Survival Analysis of Battalion-Level Commanders(leaders) Using Big Data as Results of Brigade-Level KCTC Training - Focused on Infantry Battalion Defensive Operations - (여단급 KCTC 훈련 결과 빅데이터를 활용한 대대급 이하 지휘관(자)의 생존분석 - 보병대대 방어작전을 중심으로 -)

  • Jinseong Yun;Hoseok Moon
    • Journal of the Korea Institute of Military Science and Technology
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    • v.27 no.1
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    • pp.94-106
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    • 2024
  • In this study, we conducted a survival analysis on battalion-level commanders(leaders), focusing on infantry battalion defensive operations using the big data of brigade-level KCTC(Korea Combat Training Center) training results. Unlike previous studies, we utilized the brigade-level KCTC training results data for the first time to conduct a survival analysis, and the research subjects were battalion-level commanders(leaders), which can affect the battle. At this time, the battle results were defined, and through cluster analysis, infantry battalions were divided into excellent, average, and insufficient units, and the difference in the survival rate of the commanders was analyzed through the Kaplan-Meier survival analysis. This provided an opportunity to objectively compare the differences between excellent and insufficient units. Subsequently, factors affecting the survival of commanders were derived using the Cox proportional hazard model, and it was possible to confirm the influencing factors from various angles by also using the survival tree model. Significance and limitations confirmed in the research process were presented as policy suggestions and future research directions.

Learning Record-XML Format

  • Sung, Jin-Woo;Lee, Young-Joo;Jang, Ji-Hoon;Kim, Joong-Kwon
    • Proceedings of the Korea Information Processing Society Conference
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    • 2004.05a
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    • pp.961-964
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    • 2004
  • 우리는 가정이나 직장 등에서 PC를 이용하여 인터넷에 쉽게 접근할 수 있게 되었다. 많은 수의 분산된 PC를 활용하여 의미가 있는 일을 하고자 하는 노력이 시도되고 있으며, 교육 분야에서도 정보통신기술(ICT)을 활용한 교육에 많은 연구가 이루어지고 있다. 본 논문에서는 웹 기반의 문제풀이형 학습 시스템을 위해 통일된 XML 데이터 구조를 정의하였다. 웹상에서 학습정보를 XML로 저장하고 교환함으로써 수정없이 재사용할 수 있게 되었다. 분산된 다수의 서버들이 표준화된 학습정보문서의 체계에 따라 학습 정보를 제공한다면, 쉽게 대규모의 가상 학습시스템의 구축이 가능하다.

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Pre-service Elementary Teachers' Exploration of Children's Science Ideas (초등 예비교사의 아동의 과학 개념 조사)

  • Yoon, Hye-Gyoung
    • Journal of The Korean Association For Science Education
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    • v.31 no.2
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    • pp.164-180
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    • 2011
  • In this study, pre-service elementary teachers (n=68) participated in an inquiry of exploring children's science ideas as group work. After conducting interviews with children, the pre-service teachers analyzed their science ideas on specific concept and propose a teaching plan based on their findings. This paper aimed to find the positive learning experiences of the pre-service teachers by looking into their inquiry process. Questionnaire, researcher's journal, classroom videos and final reports were collected and analyzed for this multiple case study. Four representative groups were chosen and interviewed after submitting their final reports for in-depth understanding of their inquiry process. The positive learning experiences found in the process of their inquiry into children's science ideas were as follows: (1) exploring children's ideas have brought the opportunity for enhancing pre-service teachers' science content knowledge. (2) the pre-service teachers developed their ability in creating questions that probe into children's understanding. (3) the pre-service teachers recognized that children have various incomplete and unstable science ideas. (4) the pre-service teachers could suggest teaching strategy based on their findings.

Problem Analysis and Recommendations of CPU Contents in Korean Middle School Informatics Textbooks (중학교 정보 교과서에 제시된 중앙처리장치 내용 문제점 분석 및 개선 방안)

  • Lee, Sangwook;Suh, Taeweon
    • KIPS Transactions on Computer and Communication Systems
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    • v.2 no.4
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    • pp.143-150
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    • 2013
  • The School Curriculum amend in 2007 mandates the contents from which students can learn the principles and concepts of computer science. Computer Science is one of the most rapidly changing subjects, and the Informatics textbook should accurately explain the basic principles and concepts based on the latest technology. However, we found that the middle school textbooks in circulation lack accuracy and consistency in describing CPU. This paper attempted to discover the root-cause of the fallacy and suggest timely and appropriate explanation based on the historical and technical analysis. According to our study, it is appropriate to state that CPU is composed of datapath and control unit. The Datapath performs operations on data and holds data temporarily, and it is composed of the hardware components such as memory, register, ALU and adder. The Control unit decides the operation types of datapath elements, main memory and I/O devices. Nevertheless, considering the technological literacy of middle school students, we suggest the terms, 'arithmetic part' and 'control part' instead of datapath and control unit.

Status and Service Plan of Marine Science and Technology Research DB (해양수산 과학기술 연구 DB 구축 현황 및 서비스 계획)

  • Choi, Jung Min
    • Proceedings of the Korean Society for Information Management Conference
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    • 2017.08a
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    • pp.99-99
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    • 2017
  • 최근 4차 산업혁명 시대 도래에 따른 빅데이터가 이슈화 되고 정부의 공공 데이터 개방? 공유 정책 등으로 정부의 R&D 정보화 서비스도 다양화되고 있다. 특히 해양수산 R&D사업은 해양이라는 공간적 제약으로 선박 및 특수 장비 등을 사용함에 따라 연구비 단가가 상대적으로 높은 실정임에도 해양수산 연구 자료 및 관측자료가 통합적으로 관리되지 않고, 사업별 기관별로 산발적으로 관리되고 있어, 이에 따라 연구 DB 통합관리의 수요가 제기 되고 있다. 이에 해양수산 R&D사업에서는 사업별 통합 DB 구축사업이 진행되고 있고, '관할해역해양정보 공동활용시스템(JOISS)'이 대표적이라 할 수 있다. JOISS는 2012년부터 시작된 '관할해역 해양정보 공동활용체계 구축'과제를 통해 자료 표준화 연구와 함께 해양과학조사 분야의 R&D과제들과 실시간 해양관측망으로부터 산출되는 데이터를 수집하고, 정보서비스를 구현한 시스템이다. 2016년 1차 시스템 구축을 완료하여 현재 서비스를 진행하고 있다. 한편, 해양관측 데이터 수집 공유 서비스 외 해양수산 R&D사업과 연계된 다양한 정보들을 나누고 소통하는 온라인 장을 구현하기 위해 '해양수산 R&D 지식정보 시스템(OFRIS)' 개발사업이 별도로 진행되고 있다. OFRIS는 해양수산 R&D사업을 통한 데이터의 원할한 수집 및 품질관리 등의 문제를 보완하고, 그 외에도 사업별로 분산 관리되고 있는 R&D 관련 정보를 연계하고, 기술공급자와 수요자를 직접 연결해 주는 '개방형 기술 정보 중개 시스템'으로의 역할, 국내외 해양수산 R&D관련 정책 연구 산업 동향을 엄선하여 제공하는 등 해양수산 R&D 종합 포털로서 기능구현을 목표하고 있다. 2017년 말 1단계 개발 완료를 앞두고 있으며, 1단계에서는 시급성 높고, 수요가 많은 (1) R&D동향, (2) 과제이력, (3) 연구성과, (4) 기술거래, (5) DB공유 등 5대 기능을 우선 구현하고, 2단계에서는 통계자료 생산 및 분석 기능 강화, 3단계에서는 해양수산 산업통계, 인력, 교육 등의 정보를 서비스하는 포털로 확장할 계획이다. JOISS, OFRIS를 개발하는 과정에서는 해양수산 R&D의 정보를 수집 관리 하는데 있어 다양한 현안 문제 등이 도출되었으며, 그 중에서도 연구자들의 자발적 데이터 제공 협조, 데이터의 표준화 및 품질검증, 구축된 데이터의 활용 및 피드백 등에 대해 구체적이고 현실적인 대응 방안이 요구된다.

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