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A Text Mining Analysis for Research Trend about the Mathematics Education (텍스트 마이닝 분석을 통한 수학교육 연구 동향 분석)

  • Jin, Mireu;Ko, Ho Kyoung
    • East Asian mathematical journal
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    • v.35 no.4
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    • pp.489-508
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    • 2019
  • In this paper we used text mining method to analyze journals of mathematics education posterior to the year of 2016. To figure out trends of mathematics education research. we analyzed the key words largely mentioned in the recent mathematics education journals by Term Frequency and Term Frequency-Inverse Document Frequency method. We also looked at how these keywords match up with the key words that appear of education to prepare for future society. This result can infer the characteristics of mathematics education research in the aspect upcoming research topics.

Emergency Nurses' Perceived Competency and Frequency of Educational Intervention (응급실 간호사의 교육중재 수행능력과 수행빈도)

  • Kang, Ji-Yeon;Lee, Eun-Nam;Kim, Bok-Ja
    • The Journal of Korean Academic Society of Nursing Education
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    • v.15 no.1
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    • pp.44-52
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    • 2009
  • Purpose: This study was done to investigate emergency nurses' perceived competency and frequency of 17 educational interventions. Methods: A mail survey was administered to a convenience sample of 744 nurses in 143 emergency departments across the nation. Results: The mean score for overall competency was 2.90 out of 4. The competency score for staff education (2.40 out of 4) was lower than that of patient/family education (3.40 out of 4). The mean score for overall frequency was 3.34 out of 5. The frequency score for staff education (2.27 out of 5) was lower than that of patient/family education (4.39 out of 5). Emergency nurses' perceived competency was significantly correlated with frequency of educational interventions. Overall competency score was different according to the nurses' age, education, position, hospital experience, emergency experience and the type of emergency department. Conclusions: Although the overall competency is high, the competency on some areas of educational intervention remains insufficient. Educational programs to reinforce emergency nurses' educational competency and evidenced based protocols on education should be developed.

The Effect of Word Frequency on Resident Education Effectiveness in Rural Field Forums (농촌현장포럼에서 단어의 빈도가 주민교육 효과성에 미치는 영향)

  • Lee, Byungjoon;Yoon, Seongsoo
    • Journal of Korean Society of Rural Planning
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    • v.28 no.3
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    • pp.1-11
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    • 2022
  • In this study, the magnitude of the influence of word frequency on the change of perception of residents before and after resident competency strengthening education in villages where the rural field forum was conducted was analyzed. The results of analyzing the changes in residents' perceptions of the village development project according to the frequency of words are as follows. It was found that talking about surrounding factors had a greater influence than individual factors of keywords. In addition, the frequency of word use had a positive effect on the resident's perception. It was analyzed that items with high awareness of resident prior to resident competency-enhancing education had a low impact.

Analysis of ICT Education Trends using Keyword Occurrence Frequency Analysis and CONCOR Technique (키워드 출현 빈도 분석과 CONCOR 기법을 이용한 ICT 교육 동향 분석)

  • Youngseok Lee
    • Journal of Industrial Convergence
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    • v.21 no.1
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    • pp.187-192
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    • 2023
  • In this study, trends in ICT education were investigated by analyzing the frequency of appearance of keywords related to machine learning and using conversion of iteration correction(CONCOR) techniques. A total of 304 papers from 2018 to the present published in registered sites were searched on Google Scalar using "ICT education" as the keyword, and 60 papers pertaining to ICT education were selected based on a systematic literature review. Subsequently, keywords were extracted based on the title and summary of the paper. For word frequency and indicator data, 49 keywords with high appearance frequency were extracted by analyzing frequency, via the term frequency-inverse document frequency technique in natural language processing, and words with simultaneous appearance frequency. The relationship degree was verified by analyzing the connection structure and centrality of the connection degree between words, and a cluster composed of words with similarity was derived via CONCOR analysis. First, "education," "research," "result," "utilization," and "analysis" were analyzed as main keywords. Second, by analyzing an N-GRAM network graph with "education" as the keyword, "curriculum" and "utilization" were shown to exhibit the highest correlation level. Third, by conducting a cluster analysis with "education" as the keyword, five groups were formed: "curriculum," "programming," "student," "improvement," and "information." These results indicate that practical research necessary for ICT education can be conducted by analyzing ICT education trends and identifying trends.

Solvent and Concentration Effects on Carbonyl Stretching Frequencies: Dialkyl Ketones (카르보닐 신축진동 파수에 대한 용매 및 농도 효과: 디알킬 케톤)

  • Jung, Young-Mee;Kang, Jae-Soo;Nam, Sang-Il;Lee, Mu-Sang
    • Journal of the Korean Chemical Society
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    • v.40 no.6
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    • pp.415-419
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    • 1996
  • Hydrogen bonding, dielectric effects and steric effects are all factors which determine the carbonyl stretching frequency, νC=O of ketones in solution. The νC=O frequency of ketones is affected by change in concentration of ketones in various solvents. The νC=O frequency shifts to lower frequency in nonpolar solvents and shifts to higher frequency in polar solvents with the increasing volume% of ketones. In acetonitrle, the νC=O frequency shifts to higher frequency as the volume% of ketones is increased except dimethyl ketone. The νC=O frequency shifts to lower frequency as the solvent system becomes increasingly polar or with the increasing extent of intermolecular hydrogen bonding, as in the case of increasing volume% chloroform in $CHCl_3$/$CCl_4$ solvent system.

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A Study on an Evaluation Modeling of Power System Performance for Frequency Regulation ESS Based on the PSCAD/EMTDC (PSCAD/EMTDC를 이용한 주파수조정용 ESS의 계통영향성 평가 모델링에 관한 연구)

  • Choi, Sung-Sik;Kang, Min-Kwan;Lee, Hu-Dong;Nam, Yang-Hyun;Park, Ji-Hyun;Rho, Dae-Seok
    • The Transactions of The Korean Institute of Electrical Engineers
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    • v.67 no.8
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    • pp.1024-1030
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    • 2018
  • Recently, the large scaled energy storage system(ESS) which has various functions such as peak saving, demand management, output stabilization of renewable energy and frequency regulation(FR) is being energetically installed and operated. Especially, as the use case of frequency regulation ESS, the KEPCO has demonstrated the total of 376[MW] ESS since 2014. However, there are no operational experiences and international technical standards on frequency regulation application in ESS. Therefore, this paper propose the evaluation algorithm for power system performance of ESS by considering the frequency characteristics between governor of existing generator and frequency regulation ESS, in order to verify the power system performance of ESS. And also, this paper propose an evaluation modeling for small scaled power system including the existing generator, frequency control ESS and customer loads based on the PSCAD/EMTDC S/W. From the simulation results in 360[MW] model power system, it is confirmed that frequency regulation ESS has better performances than conventional generators.

Development of an In-service Education Program for Emergency Room Nurses According to Their Career Ladders (응급실 간호사의 업무분석을 통한 경력등급별 실무교육안 개발)

  • Lee, Eun Nam;Kim, Bog Ja;Kim, Sung Sook;Kang, Kyung Hee;Kim, Young Soon
    • Journal of Korean Clinical Nursing Research
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    • v.14 no.1
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    • pp.99-111
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    • 2008
  • Purpose: This study was done to provide basic data for developing an in-service education program to improve nurses' quality. First, frequency of nursing activities and competency levels of emergency nurses according to their career ladders were compared through job analysis and then practical education programs were presented on based of the results. Method: Data were collected from 335 nurses working in emergency rooms in 31 tertiary hospitals. Data collection was done from September to November 2005 using the job analysis questionnaire. Results: There were 41 nursing activities that showed differences in frequency and 78 activities that showed differences in perceived competency level. Irrespective of emergency nurses' careers, activities that show high frequency but low competency were sputum liquefying therapy, assessment of cranial nerve function, identification of diagnostic radiology, and communication with various departments. In-service education content according to nurse's career ladders was presented by adding high frequency nursing activities and activities with low competency level even though having high frequency. Conclusion: There is a need to develop and provide in-service education programs, which consider nurses' difference in frequency and competency level for their career ladders.

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The Effects of Instructional Multi-Media in Home Economics Education Perceived by Teachers. (멀티미디어 활용효과에 대한 가정과 교사의 인식)

  • 박명숙
    • Journal of Korean Home Economics Education Association
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    • v.12 no.3
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    • pp.105-114
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    • 2000
  • The purpose of this study was to investigate the effects of instructional multi-media in Home Economics Education perceived by teachers. The data for this research were attained from 139 middle & high school teachers of Home Economics. The data were analyzed by frequency of distribution, mean, stand deviation. t-test and analysis of variance, scheffe test with SPSSWin 7.5 program. The results of this study are as follows: The effects of instructional multi-media were composed of four dimensions in this study; need, frequency of use, pros and cons. 1. From these four dimensions, the need has the highest and the frequency of use has the lowest score. 2. The effects of instructional multi-media are significantly related to personal & environmental characteristics. 1)Need of the instructional multi-media effects is significantly different according to age, experience of computer education and possession of a computer at home. Low and high age groups are higher in the need of the instructional multi-media effects score than middle group age and the more experience of computer education and possession of a computer at home are higher in that score. 2) Frequency of use is significantly different according to LAN system in school. The higher score of frequency of use is in a LAN system’s school. 3) Pros of the instructional multi-media effects is significantly different according to the level of education, experience of computer education and the type of school. Undergraduate high school teachers and the lower o experience of computer education are higher in the pros of the instructional multi-media effects score. 4) Cons of the instructional multi-media effects is significantly different according to the level of education. Graduate teachers are higher in the cons of the instructional multi-media effects score.

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A Study of the Kinds and Frequency Characteristics of Descriptors in the Articles Related to Scientific Literacy (과학적 소양 관련 논문에서 서술자의 종류와 빈도 특성 연구)

  • Lee, Myeong-Je
    • Journal of Korean Elementary Science Education
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    • v.29 no.4
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    • pp.401-413
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    • 2010
  • This study analyzed the kinds and frequencies of descriptors in 154 articles in ERIC data base on the 4th day of January in 2010. The titles of the articles includes the words, 'scientific literacy'. As each descriptor is constituted of two words and over, in this study the first word in the descriptor was defined as 'restrictive word' and the rest word(s) as 'target word(s)'. The results are as follows. First, the descriptors which show high frequencies of target words are the traditionally important themes of scientific literacy education. Target words which show relatively high frequency are 'education', 'literacy', 'instruction' and 'countries'. Low frequency word is 'curriculum', which has various restrictive words and represents wide differentiation. Second, among the descriptors which show low frequencies of target words, relatively high frequency descriptors are '(and)society', 'change', 'secondary education', 'concepts', and 'biology', which have been given more attention in scientific literacy research than the rest descriptors. Third, the number of the descriptors that shows largely distributed pattern A, which happens over 15 years continuously, is over the half of all analyzed descriptors, which shows that they have been the major objectives in researches about scientific literacy. Most descriptors of pattern A shows normal distribution of frequency or the trends of increasing frequency as the time is nearer. Fourth, The descriptors are divided into four groups according to the time span. Each research trends are as follows. In later 80s, the research which emphasizes the importance of the sociality and technology in all level school science curriculum. In later 90s the research for educational change of inquiry-centered science curriculum which considers technological literacy in social contexts. In earlier 2000s the research that scientists and science teachers develop science curricula mostly related to scientific principles and thinking in chemistry and biology especially. In later 2000s case studies which relates teaching methods and science process activities to students' attitudes, scientific concepts and curricula.

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A Study on the Actual Condition of Smartphone Usage and the Influential Variables of 3 to 5 Years Old Children

  • Choi, Dea-Hun
    • Journal of the Korea Society of Computer and Information
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    • v.24 no.2
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    • pp.179-184
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    • 2019
  • As the tendency of children's overdependence on smart phones increased, it was obligatory to carry out preventive education more than once a year in kindergarten and day care center, but there is no specific guidance on contents and method of preventive education. This is due to the lack of prior studies on the actual use of smartphones and the influence variables of infants and young children. The purpose of this study was to investigate the effects of use time, frequency of use, and sociological background variables on the actual situation of smartphone usage and overdependency on smartphone among 3-5 year old children nationwide. For the analysis, the frequency of the use of smartphone for 3-5 year old children was analyzed by frequency analysis, and the influence variables were correlated and multiple regression analysis. Research shows that smartphone overdependence of 3-5 year old children have an influence on the use time and frequency of use. The results should include content that restricts the use time and frequency of use of smartphones and prevention education programs for 3-5 year olds and young children. Suggesting a need for a transition to the educational method used.