• 한국IT서비스학회지
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• 제11권sup호
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• pp.139-152
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• 2012

In the medical web forum, people share medical experience and information as patients and patents' families. Some people search medical information written in non-expert language and some people offer words of comport to who are suffering from diseases. Medical web forums play a role of the informative support and the emotional support. We propose the automatic classification model of articles in the medical web forum into the information support and emotional support. We extract text features of articles in web forum using text mining techniques from the perspective of linguistics and then perform supervised learning to classify texts into the information support and the emotional support types. We adopt the Support Vector Machine (SVM), Naive-Bayesian, decision tree for automatic classification. We apply the proposed model to the HealthBoards forum, which is also one of the largest and most dynamic medical web forum.

• Journal of Information Processing Systems
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• 제17권1호
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• pp.89-106
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• 2021

Different samples can have different effects on learning support vector machine (SVM) classifiers. To rebalance an imbalanced dataset, it is reasonable to reduce non-informative samples and add informative samples for learning classifiers. Safe sample screening can identify a part of non-informative samples and retain informative samples. This study developed a resampling algorithm for Rebalancing imbalanced data using Safe Sample Screening (Re-SSS), which is composed of selecting Informative Samples (Re-SSS-IS) and rebalancing via a Weighted SMOTE (Re-SSS-WSMOTE). The Re-SSS-IS selects informative samples from the majority class, and determines a suitable regularization parameter for SVM, while the Re-SSS-WSMOTE generates informative minority samples. Both Re-SSS-IS and Re-SSS-WSMOTE are based on safe sampling screening. The experimental results show that Re-SSS can effectively improve the classification performance of imbalanced classification problems.

• 디지털콘텐츠학회 논문지
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• 제8권2호
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• pp.157-163
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• 2007

정보콘텐츠산업은 디지털 기술의 진화와 발맞추어 평균적으로는 안정된 자본구조와 우수한 이익률지표, 높은 성장률과 높은 생산성을 나타내고 있으나, 거의 모든 지표에서 점차 악화되고 있는 추세를 보이고 있다. 이것은 정보콘텐츠산업의 발전에 따른 시장 수요의 증가보다도 공급 시장의 확대가 더 빠른 속도로 진행되고 있어 경쟁이 격화되고 있고, 비교적 시장진입이 용이하기 때문인 것으로 분석된다. 정보콘텐츠산업의 지속적인 발전을 도모하기 위해서는 새로운 시장의 개척과 이를 뒷받침하기 위한 신기술의 개발이 필요하며, 이를 위하여 정책적인 자금 지원 및 조세정책적인 측면에서의 지원이 절실하다.

• 한국치위생학회지
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• 제14권6호
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• pp.935-942
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• 2014

Objectives: The purpose of the study was to investigate the related factors of clinical practice satisfaction and social support in dental hygiene students. Methods: A self-reported questionnaire was filled out by 420 dental hygiene students in Gwangju and Jeonnam from March 8 to April 8, 2014. Except 26 incomplete answers, 394 data were analyzed. The instrument consisted of general characteristics of the subjects(7 questions), social support(7 questions), and satisfaction level with clinical practice(22 questions). The instrument for satisfaction level with clinical practice included self-esteem(1 question), interest and usefulness(2 questions), knowledge application(1 question), place of clinical practice(1 question), and influence by practice leader(1 question). Cronbach alpha was 0.773 in the study. The instrument of social support was adapted from Park and reconstructed. Social support included emotional support(11 questions), self-esteem support(7 questions), and informative support(4 questions). Social support was score by Likert 5 scale and higher score showed the higher social support. Results: The dental hygiene students got a mean of $3.11{\pm}0.55$ in clinical practice satisfaction. They got 3.35 points in satisfaction with major and 3.32 in satisfaction with curricula(p<0.001). They got a mean of $3.68{\pm}0.55$ in social support. They got $3.69{\pm}0.57$ in emotional support; $3.81{\pm}0.59$ in self-esteem support; and $3.53{\pm}0.66$ in informative support. The influencing variables on satisfaction with clinical practice were self-esteem support(B=0.202), satisfaction with major(B=0.234), and satisfaction with curricula (B=0.128). Conclusions: There was a close relationship between satisfaction with clinical practice and social support. In order to enhance the satisfaction with clinical practice, it is necessary to connect self-esteem support with major satisfaction and curricula satisfaction.

• 대한방사선기술학회지:방사선기술과학
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• 제38권3호
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• pp.295-304
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• 2015

방사선과 1, 2, 3학년 학생들의 부모진로지지(정보적, 정서적, 경제적, 경험적)의 영향으로 진로자기조절 관계(계획 및 점검, 긍정적사고, 진로피드백, 진로환경조성), 진로정체감 관계(진로결정, 우유부단, 진로미결정)을 알아보고자 설문을 중심으로 분석한 결과 다음과 같은 상관관계가 있음을 알 수 있었다. 부모진로지지 중에 정서적지지는 계획 및 점검(r=.25, p<.001), 진로피드백(r=.54, p<.001), 긍정적사고(r=.46, p<.001)는 높은 상관을 보였고, 정보적지지도 진로환경조성(r=.22, p<.001), 계획 및 점검(r=.20, p<.001), 진로피드백(r=.24, p<.001), 긍정적사고(r=.26, p<.001)도 모두 높은 상관을 보였다. 경제적지지는 진로피드백(r=.33, p<.001), 긍정적사고(r=.34, p<.001)은 다소 높은 상관을 보였다. 경험적지지는 진로환경조성(r=.18, p<.001), 계획 및 점검(r=.25, p<.001), 진로피드백(r=.37, p<.001), 긍정적사고(r=.30, p<.001) 모두 높은 상관을 보였다. 부모진로지지 중에 정서적지지는 진로결정(r=.27, p<.001), 경제적지지 역시 진로결정(r=.18, p<.001), 경험적지지도 진로결정(r=.23, p<.001)에서만 다소 높은 상관을 보였다. 부모진로지지에 따른 학년간의 차이는 정서적지지(F=8.52, p<.001), 경제적지지(F=8.97, p<.001), 경험적지지(F=5.36, p<.05)에 유의한 차이가 나타났다. 진로자기조절에 따른 학년간의 차이는 진로피드백(F=8.48, p<.001), 긍정적사고(F=16.29, p<.001)에 유의한 차이가 나타났다. 진로정체감에 따른 학년간의 차이는 진로미결정(F=4.01, p<.05), 진로결정(F=11.72, p<.001)에 유의한 차이가 나타났다. 부모진로지지가 진로과업을 성장시키는 자녀나 청소년들에게 얼마나 많은 영향력을 발휘하는지에 대한 연구 결과가 나왔으며, 전문적인 후속 연구가 필요로 하며 부모님들이 자녀의 진로나 의사결정에 전적으로 참여하기보다는 지원하고 도울 수 있는 객관적인 입장으로 보살펴주는 부모의 역할이 매우 필요할 것으로 생각된다. 특히 방사선과 전체 학생들은 자신이 진로결정 시 가장 영향을 준 사람은 본인의 의사를 제외하면 부모님의 영향(30.1%)이 높은 결과가 나왔으며, 또한 전공 선택 시 가장 큰 동기는 취업전망이 좋을 것 같아서가 40%로 높은 결과가 나왔다. 이러한 결과들은 고등학교에서 대학 진학 진로결정시 자신의 흥미나 적성보다는 현실적인 문제인 취업전망이 좋은 부분에 많은 관심을 가지고 진로결정을 하였다는 결과로 보여 지고 있다. 또한 정보, 정서, 경제, 경험들의 부모진로지지가 자신의 진로목표 및 목표를 달성하기 위해 자신을 조절할 수 있게 영향을 주며 또한 진로결정에 많은 영향력을 주는 것을 알 수 있으나, 현재 방사선과 학생들의 진로선택은 흥미나 적성보다는 시대에 맞춘 취업 전망이 중요한 부분이고, 또한 대부분의 부모도 미래에 자녀가 안정된 직업을 얻었으면 하는 바람을 갖고 있다. 이러한 기대로 방사선과에 입학한 학생들이 비록 적성과 흥미가 맞지 않아서 대학생활이나 전공공부 하는데 어려움을 겪고 있는 학생들에게 잘 적응 할 수 있도록 부모진로지지 만큼이나 학생들의 학습지도나 정서지지가 필요하다고 생각한다.

• 한국컴퓨터정보학회논문지
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• 제21권3호
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• pp.137-143
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• 2016

This study is to test moderating effects of North Korean Refugees' coping styles in the causal relation between social support and psychological wellbeing and suggest policy implications for helping social adjustment of North Korean Refugees. For this study, 100 North Korean Refugees were sampled and surveyed. The analytical result of this study showed that the degree of psychological wellbeing was highest among the refugees of the entire families migration. Also, this study showed that the causal relationship between social support and psychological wellbeing was not significant, and moderating effects of emotional support and appraisal support were significant, while moderating effects of material support and informative support were not significant. In this study, we suggested some policy implications basing on this analytical results.

• Journal of Contemporary Eastern Asia
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• 제15권2호
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• pp.145-161
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• 2016

Using the Sunflower movement as a case study, this article seeks to articulate a theoretical framework to evaluate online "free spaces" as tools for political mobilization. To this end, this article conducts a thematic and content analysis of 151 posts on the official Facebook page of the Sunflower movement. Key results uncover four thematic functions among posts - expressive, informative, informative-support, and promotional - that overlap, in which the expressive theme prevails, and two thematic topics discussed by posts - damages by protesters and their ideology of freedom. I conclude that: (1) combining the logistic and thematic dimensions of posts enables a specific understanding of an online free space's political viability and anticipates the campaigns it will connect itself to; (2) the networked nature of the Sunflower movement page prompts the reconceptualization of (i) online free spaces as nodes through which various political campaigns and struggles are thematically connected by a political ideology; (ii) inactivity as a strategy where protest capital and followers accumulate to prepare and empower future mobilizations.

• 한국학교ㆍ지역보건교육학회지
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• 제7권
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• pp.59-74
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• 2006

Objectives: The purpose of this research is to find out the relations among children‘s perceived competences, expressive disposition of interpersonal relations, and parents’ social support, which influence their self image. Methods: The samples to achieve the purpose of this research are composed of 294 students in G elementary school, OO city, Kyounggido, the number of male students in the fifth year being 71, female 77, and male students in the sixth year being 73, female 73. After having excluded the data of 9 students among them due to their insincere reply, this research analyzed the data of 285 students by using SPSS WIN Ver. 13.0. Results: First, after having observed the average difference stemming from each method, this research found that there is no sexual difference in parents‘ social support. (p<.05). In children's perceived competences, female students is higher only in active aspect than male students, but there is no meaningful difference in other aspects. In expressive disposition of interpersonal relations, the showing-off and narcissistic expressive tendency of female students is higher than that of male students, but there is no meaningful difference in other aspects. Second, this research found out the meaningful static correlation among parents' social support, children's perceived competences, and expressive disposition of interpersonal relations. Parents' emotional, appreciative, and informative support has the static correlation with all the other aspects of children's perceived competences, and material support has the static correlation with children's academic, active, and general self-esteeming sense (p<.05, p<.01). Third, this research observed, of all the aspects of parents' social support and expressive disposition of interpersonal relations, what variable is affecting children's perceived competences, and found that parents' appreciative support, showing-off and narcissistic expressive tendency, material support, and informative support, each in order, has meaningful influence (p<.05, p<.01). This fact shows that the further the children recognize these supports of their parents', the more affirmatively they recognize their competences, and the further the children of showing-off and narcissistic expressive disposion recognize their competences. Conclusions: First, sampling was conducted of the fifth and sixth male and female students of OO elementary school, and so the result of this research has the applicative limitation in the generalization for all the elementary school students. Therefore this research suggests further researches by broad sampling for the more advanced generalization. Second, this research only observed the differnce of perception deriving from gender and school year, but the parents' social support levels perceived by children reveal many differnces according to children's characters or their families' variables. Therefore this research suggests subsequent researches on various variables.

• 한국보육지원학회지
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• 제14권4호
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• pp.43-62
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• 2018

Objective: The purpose of this study was to examine the effect of child care teachers' happiness and social support on job performance. Methods: The subjects were 380 teachers employed in child care centers and kindergartens in Gyeonggi Province. Self-report questionnaires were used to investigate teachers' happiness, social support and job performance. The data were analyzed by frequency, percent, Pearson's correlation and stepwise regression with the SPSS program. Results: The results of this study were as follow. First, teachers' job performance was positively associated with teachers' happiness. The highest correlation sub-variable was purpose in life. Next were personal growth, self-acceptance, environmental mastery and autonomy. And the last was positive relationships with others. Teachers' job performance was positively associated with teachers' social support. The highest correlation sub-variable was evaluative support. Next were affective support and material support. And the last was informative support. Second, teachers' happiness and social support affected job performance. Evaluative support, which was a sub-variable of social support, affected job satisfaction. And personal growth, purpose in life, and self-acceptance, which were sub-variables of happiness, affected job satisfaction. Conclusion: This study revealed that teacher's happiness and social support were important factors for teachers job performance.

• 여성건강간호학회지
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• 제24권2호
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• pp.116-125
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• 2018

Purpose: To identify factors affecting parenting stress of unmarried mothers. Methods: The subjects were 108 unmarried women who were parenting their children under the age of six. The data was collected from December 15, 2016 to March 5, 2017. The instruments consisted of self-reported questionnaires that included93 items: 21 on depression, 16 on social support, 20 on health perception, and 36 on parenting stress. The collected data were analyzed by t-test, ANOVA, Pearson correlations, and hierarchical multiple regression. Results: The factors influencing parenting stress were health perception (${\beta}=-.55$, p<.001), evaluative support (${\beta}=-.42$, p=.005), informative support (${\beta}=-.35$, p=.040), emotional support (${\beta}=-.24$, p=.045), partner support (${\beta}=-.20$, p=.048), and depression (${\beta}=.14$, p=.033), and the explanatory power was 57%. Conclusion: In order to alleviate the parenting stress of unmarried mothers, it is necessary to develop programs considering the physical, psychological, and social factors of unmarried mothers. Their subjective assessment of their health can increase or decrease their parenting stress, so it is necessary to develop parenting-stress intervention focusing on health perception.