• Title/Summary/Keyword: data science curriculum

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Study on the Current Status of Data Science Curriculum in Library and Information Science and its Direction (문헌정보학과의 데이터 사이언스 커리큘럼 개발 실태와 방향성 고찰)

  • Kang, Ji Hei
    • Journal of Korean Library and Information Science Society
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    • v.47 no.3
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    • pp.343-363
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    • 2016
  • This study determines 69 iSchools provided which data science curriculum, and presents the direction for Korean LIS schools. It is certain that iSchools extend their subject territory including areas related to health, technology and biotechnology. However, this phenomenon is not actively observed in Korea. iSchools also focus on the area about how to process and manage data. iSchools, in deed, offer courses regarding data science, data management and data security. The 'database' was a higher proportion of 'data warehouse' curriculum, and, 'data statistic and analysis' curriculum are forming similar portion. As a result of analysis of the iSchool's curriculum and comparison with Korean curriculum, this study suggests: the expansion of LIS curriculum related to data science; the enhanced role of the data translational data science; development of curriculum to raise the mathematical analysis capabilities, development of specialized curriculum and experimental classes; and support new knowledge skills to interact with technology.

An Analysis of Data Science Curriculum in Korea (데이터과학 교육과정에 대한 분석적 연구)

  • Lee, Hyewon;Han, Seunghee
    • Journal of the Korean Society for Library and Information Science
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    • v.54 no.1
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    • pp.365-385
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    • 2020
  • In this study, in order to analyze the current status of the data science curriculum in Korea as of October 2019, we conducted an analysis of the prior studies on the curriculum in the data science field and the competencies required for data professional. This study was conducted on 80 curricula and 2,041 courses, and analyzed from the following perspectives; 1) the analysis of the characteristics of data science domain, 2) the analysis of key competencies in data science, 3) the content analysis of the course titles. As a result, data science program in Korea has become a research-oriented professional curriculum based on an academic approach rather than a technical, vocational, and practitional view. In addition, it was confirmed that various courses were established with a focus on statistical analysis competency, and interdisciplinary characteristics based on information technology, statistics, and business administration were reflected in the curriculum.

Data Literacy Education in Design Curriculum of Higher Education Focused on Development of Design-Data Convergence Curriculum (디자인 교과과정에서의 데이터 문해력 교육에 관한 연구 -디자인-데이터 융합 교과 개발 사례를 중심으로)

  • Lee, Hyun Jhin
    • The Journal of the Korea Contents Association
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    • v.22 no.5
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    • pp.685-696
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    • 2022
  • This study explores convergence curriculum for design and data science, and applies data science knowledge on undergraduate design classes for designer's data literacy. First, related studies about data literacy education for non-data science major's, and data driven design project cases are explored, then design competency and data competency based on NCS are studied. Then this study developed 3 step design-data convergence curriculum model for designers' data literacy. The curriculum model is applied on case study classes, which are Big data and UX design(2) classes. The learning results and student's feedback of the case study classes are collected and analyzed to prove the design-data convergence curriculum, and the results provide findings and implications of the design-data convergence class case study.

A study on the Korean food(Hansik) Curriculum of Culinary Art & Science related department - Focus on the mainly four-year universities in Korea - (조리 관련 학과의 한식 교과과정에 관한 연구 - 주요 4년제 대학교를 중심으로 -)

  • Chung, Hea-Jung
    • Korean Journal of Human Ecology
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    • v.20 no.1
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    • pp.183-194
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    • 2011
  • The main objective of this research was to investigate the Korean food (Hansik) Curriculum of Culinary Art & Science related department of mainly four-year universities in Korea. To accomplish this study, we performed an analysis regarding curriculum data from the homepage of nine universities. The method of this research was conducted by content analysis. The classification according to content analysis was conducted to 1) current status regarding Korean Food related curriculum, 2) a study on the Korean food related theoretical curriculum, and 3) a study on the Korean food related practical curriculum. As a result of this study, the most common opened curriculum was 'a study on the Korean food related practical curriculum'. The largest curriculum among 'a study on the Korean food related practical curriculum' was the Korean cooking skill of basic and intermediate. The following curriculum was the Korean traditional and royal cuisine related curriculum. These two curriculum were found based on data of Culinary related departments of mainly four-year universities in Korea. To summarize these results, in the cases of the general culinary-related departments, Korean food-related classes will need expansion. In addition to Korean food-related departments, increasing the opening of classes to learn regarding Korean foods will be needed.

An Analysis of STS Contents in the area of 'The Earth and the Universe' in Elementary Science Subject (초등 과학과 '지구와 우주' 영역의 STS 내용 분석)

  • Lee, Sang-Gyun;Choi, Seong-Bong;Kim, Chan-Gi
    • Journal of the Korean Society of Earth Science Education
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    • v.4 no.1
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    • pp.66-73
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    • 2011
  • This study aims to compare and analyze the types of teaching-learning activities, themes and percentage of STS contents in the area of "The Earth and the Universe" in elementary science subject following the 7th Curriculum and 2007 Revised Curriculum, identifying how STS education has changed and their features. First, the number of pages where STS appears in the 2007 revised science textbook has increased over 10% compared to the that of the 7th curriculum. In particular, the number of pages in the 5th and 6th graders increased substantially to 15% and 34%, respectively. Second, as a result of analysis on components of STS, 'applications of science', 'local and community relevance', 'social problem and issues', 'evaluation concerned fir getting and using information' were obtained in the order named for the 7th curriculum; while 'applications of science', 'local and community relevance', 'career awareness' and 'social problem and issues' were obtained in the order named for 2007 revised curriculum. Third, with regard to the analysis on theme areas, the 7th curriculum was found to cover the theme on use of natural resources most frequently, followed by environmental problem, while 2007 revised curriculum to cover environmental problem and effects of technical development most frequently, followed by space development and use of natural resources. Fourth, in the area of STS teaching activities, 'investigation activity' showed highest percentage in 7th curriculum, followed by 'analysis of data', and 'research design', while 'analysis of data' showed highest frequency of appearance, followed by "investigation activity' and 'actual activities' and 'research design' in the order named in 2007 revised curriculum, showing that the area of 'analysis of data' and 'actual activities' increased substantially compared to the 7th curriculum.

A Study on Information Graphics in the Middle School Social Studies Textbooks

  • Lee, Sang-Bock
    • Journal of the Korean Data and Information Science Society
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    • v.16 no.3
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    • pp.603-608
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    • 2005
  • The purpose of this qualitative case study is to understand how the idea of data view and information graphics is used in the social studios middle school textbooks. Data were collected through national curriculum documents and social studies middle textbooks for 7-9 grades. We set up three questions for this studies; what kinds of information graphics are used in the textbooks, how the graphics are organized in the social studies middle school, and how the 7th social studies curriculum is related with the 7th national mathematics curriculum. Through the data analysis, we found that 1) Photographs, illustrations, information maps, etc., are used and frequencies of their usages are in descending order, 2) double lines graphs, circle graphs, and stripe graphs nip often adopted for the comparison of populations, 3) the relation of the two subjects curricula is not so good, especially in the curriculum steps of information mads scatter diagrams, and comparison of populations. Finally we suggest that new web site of data view or information graphics be provided for two curricula, workshop of information graphics are needed for social studies teachers.

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An Evaluative Study on the 7th National Elementary-school Science Curriculum Implementation (제7차 초등 과학과 교육과정 운영 실태 분석)

  • Kwak, Young-Sun
    • Journal of The Korean Association For Science Education
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    • v.24 no.5
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    • pp.1028-1038
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    • 2004
  • This study investigated how the 7th national elementary school science curriculum was implemented at science classrooms. Data from surveys with 140 elementary schools, 18 science classroom observations, and in-depth interviews with teachers were used to examine the characteristics of elementary school science instruction. Based on the data, I explored (1)how science curriculum is operated in terms of objectives, contents, methods and evaluation of school science, and (2)how student-centeredness and localization themes are reflected on the reconstructed school science curriculum. It was found that the degree of the reorganization of the national curriculum at the teacher level was minimal. And most of the elementary teachers followed the directions and contents of the science textbook and teacher's guidebook regardless of their own local situations. For most teachers, restructuring science curriculum meant reordering the sequences of the contents, and adding or deleting some units or topics. I also examined why elementary teachers have difficulty in reconstructing science curriculum at the classroom level. The necessity of curriculum reconstruction at the teacher level is also discussed.

A Study on Information Graphics in the 10th Grade Social Studies Textbooks

  • Lee, Sang-Bock
    • Journal of the Korean Data and Information Science Society
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    • v.16 no.4
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    • pp.843-848
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    • 2005
  • The purpose of this qualitative case study is to understand how the idea of data view and information graphics is used in the social studies high school textbooks. Data were collected through national curriculum documents and social studies middle school textbooks for the 10th grade students. We set up three questions for this study; what kinds of information graphics are used in the textbooks, how the graphics are organized in the social studies middle school, and how the 7th social studies curriculum is related with the 7th national mathematics curriculum. Through the data analysis, we found that 1) photographs, information tables, illustrations, etc., are used and frequencies of their usages are in descending order, 2) double lines graphs, and stripe graphs are often adopted for the comparison of populations, 3) the relation of the two subjects curricula is not well developed, especially in the curriculum steps of information maps, scatter diagrams, and comparison of populations. Finally we suggest that new web site of data view or information graphics be provided for two curricula, workshop of information graphics be needed for social studies teachers, and modification of the 7th probability and statistics curriculum.

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The Relation of Elementary School Teachers' Point of Views about the Organization of Science Curriculum and the Nature of Science (초등 교사의 과학 교육 과정의 구성에 대한 인식과 과학의 본성에 대한 관점과의 상관)

  • Kim, Myong-Ho;Nam, Il-Kyun;Kwon, Sung-Gi
    • Journal of Korean Elementary Science Education
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    • v.29 no.3
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    • pp.243-251
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    • 2010
  • The purpose of this study is to investigate the relationships between elementary school teachers' points of view about the organization of the science curriculum and their views on the nature of science (NOS). We surveyed 132 elementary school teachers' view points about these two kinds of views, analyzed the data by their variables, and compared the two viewpoints with their personal details. The elementary school teachers thought the science curriculum should be emphasized through the process more than contents. They thought the contents of the science curriculum should be integrated rather than separated. As teachers' career progressed, they focused on the contents more than the process. On the other hands, because elementary school teachers showed the NOS views as relativism, deductivism, decontextualism, content, and instrumentalism, when we plotted sub-viewpoints of NOS in process-content dimension, we thought it would be similar distributions with point of views on the organization of science curriculum. However, there was no meaningful relation. This showed that teachers' views on the organization of the curriculum and the NOS are totally different. These findings suggest further research is needed to find how factors influence elementary school teachers' views on the organization of the science curriculum and what inclinations can occur in science classes with their different views.

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A Comparative Study of Illustration on the Grade 5 and 6 Science Textbook in Elementary School between the 2007 Curriculum and 2009 Revised Curriculum (2007과 2009 개정 교육과정의 초등학교 5, 6학년 과학 교과서 삽화 비교 연구)

  • KIM, Yong-Gwon
    • Journal of Fisheries and Marine Sciences Education
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    • v.29 no.1
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    • pp.80-89
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    • 2017
  • The purpose of this research is to consider whether current science textbook is designed to let children properly obtain scientific knowledge through research study and at the same time provide an implication to help development of science textbook for the 2015 revised curriculum through comparing and analyzing of illustration in science textbooks of grade 5 and 6 published based on the 2007 curriculum and on the 2009 revised curriculum. The conclusion of comparison and analysis on illustration of the grade 5 and 6 science textbooks in the 2007 curriculum and the 2009 revised curriculum as follows. First, according to the comparison and analysis result on in the textbook, science textbook of year 2009 revised for grade 5 and 6 had 1.65 illustration per page and for the 2007 curriculum, it had 1.98 illustrations per page having 0.83 times more illustrations than that of the previous one. Second, the types of illustrations both textbooks had a higher ratio of pictures that are very detailed and objective which can identify scientific facts. In terms of role of illustration, illustrations providing various and realistic data related to the learning for students to have enough scientific experiences accounted for the most ratios.