• The Journal of Korean Association of Computer Education
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• v.14 no.5
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• pp.97-104
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• 2011

Collaborative filtering is a methodology to recommend websites by obtaining data and opinions from the other users with similar tastes. During the past few years, this method has been used in various fields such as books, food, and movies in e-commerce systems. This study addresses the computation of similarity between users to determine items to be recommended in collaborative filtering systems. Previous studies measured similarity between users by treating each user's ratings independently without considering the distribution of the user's ratings. In contrast, this study measures similarity by utilizing position and rank information of each rating in the range of the user's ratings. The result of the experiments on the real datasets demonstrated that the proposed method improves the mean absolute error significantly, compared to the previous methods, especially when the predetermined range of ratings is large.

• Journal of Korean language education
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• v.29 no.2
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• pp.155-180
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• 2018

The purpose of this study is to acoustically analyze eight Korean monophthongs produced by 29 Taiwanese learners of Korean and 20 native speakers of Korean, and to compare their pronunciations in experimental phonetics. Using the first formants(F1) and the second formants(F2) of Korean monophthongs, we can estimate the tongue positions of vowels produced by participants. In order to compare them directly, we had to normalize participants' F1 and F2. The result shows that almost all vowels of the Taiwanese learners are significantly different from those of Korean native speakers in their F1 and F2 values without the /ㅏ/ vowel. In particular, when pronouncing Korean monophthongs, the Korean learners of Taiwan had a narrow area of the place of articulation compared to the Korean native speakers except for back vowels. Finally, it shows that the Korean learners in Taiwan had a narrower range of articulation and articulated the vowels towards the back a little comparing to the Korean native speakers.

• Proceedings of the Korea Water Resources Association Conference
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• 2015.05a
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• pp.121-121
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• 2015

DR. 콩고는 국제원조사업으로 이디오파 지역 내 "안전한 식수 공급 사업"을 요청하였다. 이에 2013년 KOICA에서는 당해 지역내 국제원조사업 실시에 대한 성과를 평가하고자, ODA 사업 추진 전 지역주민의 "삶의 질"을 사전 평가하였다. 본 논고는 KOICA의 DR. 콩고 이디오파지역내 "삶의 질" 평가 결과이다. "삶의 질" 분석을 위한 평가기준으로는 1. 현지 지역주민의 물이용 현황, 위생 및 환경 현황, 취수활동이 교육에 미치는 영향, 취수활동이 가정 경제 활동에 미치는 영향 등을 분석하고, 2. 식수공급사업 추진 시, 지역주민이 바라는 식수개발사업의 유형을 살펴보았다. 분석을 위한 자료 조사 방법으로는 설문 방법을 선택하였으며, 설문은 물 이용 현황, 질병 및 위생 관리 현황, 취수활동이 교육 및 가계 경제에 미치는 영향 그리고 지역주민이 바라는 식수사업의 방향 및 이유 등을 중심으로 구성하였다. 설문지 유형은 현황 관련 계량적 수치를 답하는 질문(계량적 평가)과 함께 지역주민이 현황에 관하여 인식하는 정도를 답하는 질문(비-계량적 평가, 리커트 5점 척도 이용)을 함께 구성하였다. 조사범위는 식수개발사업 범위에 있는 DRC 이디오파 28개 마을, 511 가구, 514 주민을 대상으로 설문조사를 실시하였다.

• Journal of the Korean Society for Library and Information Science
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• v.55 no.4
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• pp.23-43
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• 2021

This study analytically examined library anxiety that various users felt when they use public libraries, by measuring it on K-LAS. The findings show that the library anxiety is varied depending on users' age, gender, academic careers, usage purposes, frequency of use and size of libraries. It suggested the guidance and education about the use of libraries, environmental improvement based on the remodeling of libraries, wearing of nameplates written in big characters for identifying librarians and the education for users' understanding and the provision of device and equipment manuals according the levels of users' experiences, as measures for overcoming the library anxiety, enhancing usage satisfaction and activating usage.

• Korean Journal of Childcare and Education
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• v.18 no.3
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• pp.37-59
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• 2022

Objective: The purpose of this study is to develop and validate a coparenting scales(mother's version) suitable for the Korean situation. Methods: In this study, mothers with one or more children were targeted. First, factor structure and construct validity were verified(N=412), and second, cross-validation and concurrent validity were verified(N=312). Results: The coparenting scale(mother's version) is largely composed of the mother's own coparenting and their spouse's coparenting. First, as a result of performing an exploratory factor analysis, three factors were extracted from the mother's own coparenting and their spouse's coparenting, and they were labeled parenting cooperation, parenting agreement, and parenting sharing. Through confirmatory factor analysis, 13 items were identified with three factors. Second, cross-validation was performed on a new group with confirmatory factor analysis, and as a result, validity was secured by satisfying the model validation criteria. In addition, the correlation between the existing scale and parenting efficacy was significant, thus securing concurrent validity. Conclusion/Implications: Through this study, the coparenting scale(mother's version) that was developed may provide practical guidelines for family coparenting by identifying mothers' perceptions of coparenting, and can be used in parent education and child-rearing policies.

• The Journal of Korean Academic Society of Nursing Education
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• v.28 no.3
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• pp.236-247
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• 2022

Purpose: The COVID-19 pandemic has increased the importance of nurses' clinical performance, and accordingly, nursing educators have emphasized students' clinical practice and performance. This study developed a Clinical Practice Self-Efficacy Scale for nursing students and examined its psychometric properties. Methods: The authors reviewed instruments for selecting items for the scale in the areas of clinical skills, communication, infection control, safety, and nursing process. After preliminary items were selected, ten experts consisting of nursing professors and clinical nurses reviewed the items considering Korean clinical and educational situations. The data for the psychometric evaluation was collected from 257 nursing students in their 2nd, 3rd, and 4th years and then analyzed. Results: The confirmatory factor analysis showed that the goodness of fit of this scale with five factors represented by 40 items was appropriate. The significant positive correlations with general self-efficacy indicated sound construct validity. The senior nursing students showed higher scores than others, as we expected. Cronbach's alpha was .94. Conclusion: The Clinical Practice Self-Efficacy Scale is appropriate for measuring Korean nursing students' self-efficacy of clinical practice. It is expected to act as a good tool to measure the effects of clinical practice education.

• Journal of Korean Home Economics Education Association
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• v.30 no.2
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• pp.1-20
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• 2018

The purposes of this study were to investigate the intensity of middle school students' consumer competency and to assess effectiveness of Home Economics education on consumer competency. One group pretest-posttest quasi experimental design was employed to assess the effectiveness of Home Economics education on 1st grade middle school students' consumer competency in Gyeonggi province and 154 data copies were used for analyses. The results obtained were as follows. First, the cognitive consumer competency of the middle school 1st grade students was lower than the median of 37.66 out of 100 points, and the practical consumer competency was slightly higher than the median of 3.26 out of 5 points. As for cognitive competency, citizen competency was higher than deal competency. As for practical competency, deal competency was higher than citizen competency. Second, quasi-experiment intervention statistically enhanced the middle school students' consumer competency including the cognitive and practical competency. Third, the middle school students' perceived helpfulness of Home Economics education, perceived importance of deal competency and citizen competency, the level of cognitive citizen competency were statistically influential to practical consumer competency(deal and citizen competency). However, gender, life satisfaction, and cognitive citizen competency were not influential to practical consumer competency(deal and citizen competency). The outcome offered the basic information of middle school students' consumer competency and confirmed the effectiveness of Home Economics education on the middle school students' consumer competency.

• Journal of the Korean earth science society
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• v.28 no.7
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• pp.803-810
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• 2007

The purpose of this study is to develop and apply assessment standards for the reflection of science museum exhibitions in science curriculum. Assesment standards were developed based on the national achievement standards for earth science in elementary school. The researchers measured the reflection level and evaluation scale by applying the developed assesment standards to exhibitions in the National Science Museum. The results of this study showed that the reflection level and evaluation scale of science curriculum far elementary school in the National Science Museum were measured as 52% and 3.53 respectively. Especially, the level of the reflection of science curriculum in the National Science Museum was found to be at the high level in Geologic field and Astronomic field. These results indicate that the National Science Museum as an informal education institute is comparatively well connected to science education of elementary school. Science museum should be connected with school education and it should start after a substantial reflection on the curriculum. For this, science museum need to develop standards that reflect science curriculum. From this point of view, the results of this study can be used as basic data that evaluate the level of connection between science museum and school education and that guide the direction of development of science curriculum.

• Journal of The Korean Association For Science Education
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• v.19 no.2
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• pp.275-292
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• 1999

This study aimed to explore the saliences of formal school science and their influences on the attitude toward science communication through mass media. Saliences of school science are salient memories of school science which a perciever attends to selectively among various aspects of formal school science. Among saliences. external saliences refer to the sensory aspects of formal school science. and internal saliences refer to the observers' cognition. Attitude toward science communication through mass media constitute six scales; exposure. cognition. focus. belief. self perception of understanding. application. The questionnaire were developed and sample was selected by multi-stage stratified clustering. The sample size was 1,825. The data was analysed by correlation and multiple stepwise regression. Positive saliences were lab work and science teacher and negative saliences were lecture and exam/grade. According to the correlation and multiple stepwise regression analysis. saliences of the formal school science could account only a small part of the attitude toward science communication through mass media. Internal salieces could account the attitude toward science communication than external salience. Further studies on new models including attitude towards science are needed.

• Journal of the Society of Disaster Information
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• v.19 no.1
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• pp.161-172
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• 2023

Safety education delivered to construction workers in a lecture manner has limitations in concentration and immersion, so delivery power and interest are low. In order to improve unstable behavior through education and prevent safety accidents, it is necessary to change the paradigm to hands-on education. Purpose: Experiential safety education aims to contribute to preventing accidents for construction workers by quickly recognizing risks, improving emergency response skills, and verifying the effectiveness of pre- and post-learning. Method: Based on a survey of workers who experienced the same work environment as the actual construction site, an opinion survey on the pre- and post-safety experience education and a variable measurement tool were planned, and a research hypothesis was established. Results: The Bayesian theory and MC simulation analysis were used to analyze the structural equation model, and the change in construction worker behavior was confirmed through the intended safety (A), non-experiential education in the sub-area of anxiety (B), average, standard deviation, and minimum and maximum values. Conclusion: The effect of education and industrial accidents are reduced only when construction workers are motivated to participate.