• Title/Summary/Keyword: data science education

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Comparisons of Probability and Statistics Education in Mathematics Textbooks in Korea High School

  • Lee, Sang-Bock
    • Journal of the Korean Data and Information Science Society
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    • v.15 no.3
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    • pp.523-529
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    • 2004
  • In Korea, mathematics education has been changed according to the 7th national mathematics curriculum renovated by the Ministry of Education and Human Resources Development announcement in 1997. The education of probability and Statistics has been carried out as a part of this curriculum. We analyze and compare 3 kinds of mathematics textbooks for 10-12 grade students. Descriptions of random variable, sample variance and sample standard deviation, distribution of sample mean, and etc. which are on some textbooks, are misleaded in school education. We suggest the unbiased estimator of sample variance in textbooks and distributions of sample means with normal population assumption.

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Media Improvisation of Lecturers in the State-Owned Colleges of Education in the South-West, Nigeria

  • Ogunwuyi, Babatunde Oyeyemi;Adenike, Omoike
    • International Journal of Knowledge Content Development & Technology
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    • v.12 no.3
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    • pp.7-17
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    • 2022
  • Media improvisation among lecturers in colleges is inevitable because of insufficient media resources for utilization. The study investigated media improvisation in the state -owned colleges of education in the South-West, Nigeria. The study is anchored on Media Richness Theory. Stratified sampling technique was adopted to select 812 lecturers. Media improvisation scale (r = .71) was used for data collection and T-test statistical method was adopted for data analysis. The result showed that there was no significant differences between media improvisation of Art/Social Science and Science lecturers (Crit - t = 1.96, Cal. t = 821, df = 278, p>.05) and that of lecturers in the School of Art/Social Sciences and Vocational/Technical Education (Crit. t = 1.96, Cal. t = .136, df = 276, p>.05). Significant difference did not exit between that of the Schools of Languages and Education (Crit. t = 1.96, Cal. t = 1.946, dif. = 288 p<.05) . It is recommended that media improvisation of lecturers in schools should be encouraged and improved upon.

An Analysis of Pre-service Science Teachers' Pedagogical Content Knowledge through the Student-Teacher Practice (교육실습을 통한 예비과학교사의 교수내용지식 분석)

  • Park, Chul-Yong;Min, Hee-Jung;Paik, Sung-Hye
    • Journal of The Korean Association For Science Education
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    • v.28 no.6
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    • pp.641-648
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    • 2008
  • The purpose of this study is to analyze pre-service science teachers' pedagogical content knowledge. For this study, two senior education students were selected. The data of this study were collected through interviews, CoRe questionnaire, and classroom observation recordings during the period of student-teacher practice. Data were analyzed using the constant comparative method. The results indicated that the two pre-service science teachers had low level pedagogical content knowledge. Two pre-service science teachers' knowledges of science curriculum were different from each other. Orientations toward teaching science shifted to undesirable direction after the experience of a student-teacher's practice-teaching. Their subject matter knowledges were imperfect. They also had low levels of knowledge of students' understanding.

An Exploration of the Possibility of Implementing 'Responsive Teaching' (RT) in Elementary Science Classrooms (초등 과학 수업에서 '반응적 교수'의 실현 가능성 탐색)

  • Oh, Jiun;Oh, Phil Seok
    • Journal of Korean Elementary Science Education
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    • v.36 no.3
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    • pp.227-245
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    • 2017
  • The purpose of this study was to explore the possibility of implementing 'responsive teaching (RT)' in elementary school science classrooms. A review of relevant literature yielded a tentative framework of RT which consisted of three characteristics of RT and example practices for each characteristic. The RT framework was used to analyze elementary science lessons on the topic of the transpiration in plant leaves. The data sources were audio recordings of three $5^{th}$ grade classrooms which included both the whole-class instruction and student group activities. The data were examined through collaboration between the teacher who had taught the lessons and a university-based science education researcher. It was revealed that the implementation of RT was limited when the teacher's intervention was focused on completing tasks; when it was out of the contexts of student activities; when the teacher provided earlier what students were supposed to find out by themselves; and when the teacher's comments were evaluation-centered. By contrast, the implementation of RT was made highly possible when the teacher's intervention induced an intellectual debate among students; when the teacher negotiated meanings with students; when the teacher connected what students shared to scientific knowledge; and when the teacher prompted students to solve a new problem. Implications about implementing and studying RT were discussed.

Taxonomic Position and Affinities of Isopyrum mandshuricum within Korean Isopyroideae (Ranunculaceae) Based on Molecular Data

  • Lee, Nam-Sook;Yeau, Sung-Hee;Kim, Ji-Hyun;Kim, Min-Ju
    • Animal cells and systems
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    • v.3 no.2
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    • pp.133-141
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    • 1999
  • To examine the taxonomic position and affinities of Isopyrum mandshuricum (Ranunculaceae) and related taxa, genetic analysis were carried out on the basis of isozyme patterns and ITS sequences. Molecular data, both isozyme patterns and ITS sequences suggest that I. mandshuricum is closely related to Enemion raddeanum than to Semiaquilegia adoxoides. The estimation of genetic identities by isozyme analysis reveals that I. manshuricum is genetically distant from E. raddeanum. The phylogenetic tree based on molecular data is rather congruent with the phenogram based on quantitative morphological characteristics, but not consistent with one based on qualitative morphological characteristics. Incongruencies between molecular and qualitative morphological data provide clues to re-evaluate several morphological features.

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Steric Sea Level Variability in the East Asian Seas estimated from Ocean Reanalysis Intercomparison Project Data

  • Chang, You-Soon;Kang, Min-Ji
    • Journal of the Korean earth science society
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    • v.40 no.5
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    • pp.487-501
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    • 2019
  • In this study, steric height variability in the East Asian Seas (EAS) has been analyzed by using ocean reanalysis intercomparison project (ORA-IP) data. Results show that there are significant correlations between ocean reanalysis and satellite data except the phase of annual cycle and interannual signals of the Yellow Sea. Reanalysis ensemble derived from 15-different assimilation systems depicts higher correlation (0.706) than objective analysis ensemble (0.296) in the EAS. This correlation coefficient is also much higher than that of the global ocean (0.441). For the long-term variability of the thermosteric sea level during 1993-2010, a significant warming trend is found in the East/Japan Sea, while cooling trend is shown around the Kuroshio extension area. For the halosteric sea level, a dominant freshening trend is found in the EAS. However, below 300 m depth around this area, the signal-to-noise ratio of the linear trend is generally less than one, which is related to the low density of observation data.

Exploring Science Teachers' Epistemological Understanding of Science and Science Teaching and Learning (과학 및 과학 교수학습에 대한 과학교사의 인식론적 이해의 탐색)

  • Lee, Sun-Kyung;Yu, Eun-Jeong;Choi, Jong-Rim;Kim, Chan-Jong;Han, Hye-Jin;Shin, Myeong-Kyeong
    • Journal of The Korean Association For Science Education
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    • v.30 no.2
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    • pp.218-233
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    • 2010
  • The purpose of this study was to explore science teacher's epistemological understanding of science and science teaching and learning, from the perspective of inquiry as the process of scientific knowledge building. Three science teachers participated in this study. The data were collected from individual in-depth interviews and classroom videotaping. The results show a case involving coherent and consistent data. It showed that the teacher's epistemological understanding of science and science teaching and learning consisted of five categories: scientists doing science with scientific thinking; scientific thinking as the process of knowing; science learner in the learning process of scientific thinking; science teacher as a man/woman with good understandings of science; and teaching and learning as the process of knowing science. Based on the results, discussions and implications about science education and science teacher education were presented.

e-Learning Course Reviews Analysis based on Big Data Analytics (빅데이터 분석을 이용한 이러닝 수강 후기 분석)

  • Kim, Jang-Young;Park, Eun-Hye
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.21 no.2
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    • pp.423-428
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    • 2017
  • These days, various and tons of education information are rapidly increasing and spreading due to Internet and smart devices usage. Recently, as e-Learning usage increasing, many instructors and students (learners) need to set a goal to maximize learners' result of education and education system efficiency based on big data analytics via online recorded education historical data. In this paper, the author applied Word2Vec algorithm (neural network algorithm) to find similarity among education words and classification by clustering algorithm in order to objectively recognize and analyze online recorded education historical data. When the author applied the Word2Vec algorithm to education words, related-meaning words can be found, classified and get a similar vector values via learning repetition. In addition, through experimental results, the author proved the part of speech (noun, verb, adjective and adverb) have same shortest distance from the centroid by using clustering algorithm.

Study on Perceptions of the Image of Science Teacher and the View of Science Teaching Profession (과학 교직관과 과학 교사상에 대한 문헌 연구 및 실태 조사)

  • Cho, Hee-Hyung;Pak, Sung-Jae
    • Journal of The Korean Association For Science Education
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    • v.13 no.3
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    • pp.377-388
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    • 1993
  • This research was developed to investigate the apprehension of the ideal image of science teacher and the view of science teaching profession. The samples were drawn from middle/high schools students, university students of colleges of education, science teachers of secondary schools. principals of middle schools and masters of high schools, and professors majoring in science and/or science education. Data were collected through the use of questionaires. The samples responded differently to the Questions depending on their personal needs and professional viewpoints. Very few of the students wanted to be a science teacher in the future. Even the many numbers of college students gave up becoming a science teacher. Furthermore greater portion of science teachers were not satisfied with their profession as science teaching. More findings are described in the paper.

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North Korean Immigrant Elementary Students' Cognitive and Affective Characteristics Related to Science Education (탈북 초등학생의 과학 교육 관련 인지적.정의적 특성)

  • Noh, Suk Goo;Oh, Phil Seok
    • Journal of Korean Elementary Science Education
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    • v.32 no.4
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    • pp.495-502
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    • 2013
  • The purpose of this study was to explore North Korean immigrant elementary students' cognitive and affective characteristics related to science education. A total of 68 North Korean immigrant students enrolled in 3 to 6 grades and 133 South Korean students in 4 and 6 grades in 3 South Korean elementary schools participated in the study. A short version of Group Assessment of Logical Thinking(GALT) was used to investigate the students' levels of logical thinking, and the Enjoyment of Science Lessons Scale(ESLS) of the Test of Science Related Attitudes(TOSRA) was administrated to examine their attitudes towards science lessons. The statistical analysis of data revealed that the level of logical thinking of the North Korean immigrant elementary students was very low and that this was also the case for the South Korean students. Especially, the mean score of logical thinking of the North Korean immigrant 6 graders was much lower when compared with that of the South Korean counterparts. For both the North Korean immigrant students and South Korean students, the enjoyment of science lessons decreased as they progressed through higher grades. This decreasing trend, however, turned out to be more serious in the South Korean elementary students. Based on these results, suggestions were presented to help successful science learning of North Korean immigrant elementary students.