• Journal of the Korean Home Economics Association
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• v.43 no.4 s.206
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• pp.111-123
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• 2005

This study investigated the effects of child, mother, and family characteristics on parenting self-efficacy of 416 Korean mothers living in Seoul Korea. The results showed that mother's parenting self-efficacy was positively related to mother's perceived social support, child's temperament, and family income, but negatively related to mother' stress. Mother's educational parenting self-efficacy among parenting self-efficacy was positively related to mother's perceived social support, child's temperament, and mother's educational level, but negatively related to mother' stress and family income. Multiple regression indicated that mother characteristics were a strong predicator of mother's parenting self-efficacy. Especially, husband's support among mother characteristics was the strongest predicator of mother's parenting self-efficacy.

• Journal of KIISE
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• v.44 no.12
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• pp.1252-1257
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• 2017

In dialogues, speakers' intentions can be represented by sets of an emotion, a speech act, and a predicator. Therefore, dialogue systems should capture and process these implied characteristics of utterances. Many previous studies have considered such determination as independent classification problems, but others have showed them to be associated with each other. In this paper, we propose an integrated model that simultaneously determines emotions, speech acts, and predicators using a convolution neural network. The proposed model consists of a particular abstraction layer, mutually independent informations of these characteristics are abstracted. In the shared abstraction layer, combinations of the independent information is abstracted. During training, errors of emotions, errors of speech acts, and errors of predicators are partially back-propagated through the layers. In the experiments, the proposed integrated model showed better performances (2%p in emotion determination, 11%p in speech act determination, and 3%p in predicator determination) than independent determination models.

• 한국어정보학회:학술대회논문집
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• 2016.10a
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• pp.119-121
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• 2016

최근 사람과 컴퓨터가 대화를 하는 채팅시스템 연구가 활발해지고 있다. 컴퓨터가 사람의 말에 적절한 응답을 하기 위해선 그 의미를 분석할 필요가 있다. 발화에 대한 의미 분석의 기본이 되는 연구로 감정분석과 화행분석이 있다. 그러나 이 둘은 서로 밀접한 연관이 있음에도 불구하고 함께 분석하는 연구가 시도되지 않았다. 본 연구에서는 Long Short-term Memory(LSTM)를 이용하여 대화체 문장의 감정과 화행, 서술자를 동시에 분석하는 통합 대화 분석모델을 제안한다. 사랑 도메인 데이터를 사용한 실험에서 제안 모델은 감정 58.08%, 화행 82.60%, 서술자 62.74%의 정확도(Accuracy)를 보였다.

• Journal of the Korean Home Economics Association
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• v.39 no.7
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• pp.37-58
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• 2001

The Purpose of this study was to examine the direct or indirect effects of psychological family environment self-control, and friends characteristics of middle school students on their problem behaviors. Data were corrected from 520 senior students of middle school (266 boys and 254 girls) who reside in Inchon. The level of problem behaviors was directly influenced positively by closeness with friends and negatively by self-control and open communication with mothers. And the level of problem behaviors was indirectly influenced positively by intrafamily conflicts and negatively by self-control, parental monitoring and open communication with parents. Self-control was the most powerful predicator of problem behaviors of middle school students. Self-control was directly influenced positively by open communication with fathers and negatively by intrafamily conflicts. Closeness with friends was directly influenced positively by parental monitoring and negatively by self-control and open communication with mothers.

• Annual Conference on Human and Language Technology
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• 2016.10a
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• pp.119-121
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• 2016

최근 사람과 컴퓨터가 대화를 하는 채팅시스템 연구가 활발해지고 있다. 컴퓨터가 사람의 말에 적절한 응답을 하기 위해선 그 의미를 분석할 필요가 있다. 발화에 대한 의미 분석의 기본이 되는 연구로 감정분석과 화행분석이 있다. 그러나 이 둘은 서로 밀접한 연관이 있음에도 불구하고 함께 분석하는 연구가 시도 되지 않았다. 본 연구에서는 Long Short-term Memory(LSTM)를 이용하여 대화체 문장의 감정과 화행, 서술자를 동시에 분석하는 통합 대화 분석모델을 제안한다. 사랑 도메인 데이터를 사용한 실험에서 제안 모델은 감정 58.08%, 화행 82.60%, 서술자 62.74%의 정확도(Accuracy)를 보였다.

• Journal of the Korean Home Economics Association
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• v.43 no.2
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• pp.1-17
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• 2005

The purposes of this study were to show general trends in the degree of parental monitoring, self-control and problem behavior perceived by adolescents and to examine possible changes in such trends in accordance with gender of adolescents and mother's employment, and then to determine the effects of these variables on adolescents' problem behavior. The subjects were 1288 adolescents of middle school in Busan (male 661, female 627). The main results were as follow. (1) General trends in the degree of internalizing problems and total behavior problems showed that girls had more problem behaviors than boys. (2) Boys and girls with unemployed mother perceived more parental monitoring than ones with employed mothers. Boys with unemployed mother had more self-control than ones with employed mothers. Boys with employed mother showed more problem hehaviors than ones with unemployed mother. (3) Mother's employment, the degree of parental monitoring and self-control had a significant indirect effect on internalizing problems, externalizing problems and total behavior problems. (4) The degree of self-control was the most powerful predicator of problem behaviors of middle school students.

• The Journal of Korean Society for School & Community Health Education
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• v.10 no.1
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• pp.61-86
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• 2009

본 연구는 영문으로 발표된 문헌고찰을 통해 한국의 청소년 자살행동의 예측요인을 종합적으로 이해하고 이과 관련된 정책과 중재프로그램의 동향을 파악하는데 그 목적을 두었다. 이 연구의 목적은 나아가 한국 청소년 자살을 감소시키고 억제하는데 필요한 효과적인 중재방안의 개발에 근거자료로 활용될 수 있다. 본 연구는 주제어 검색을 통해 4대 사회과학 검색엔진을 활용하여 문헌검색을 하였고 Citation Pearl Growing 기법을 적용하여 영문으로 발표된 학술지 게재 논문을 선별하였는데 추가적으로 국회도서관 전자 데이터베이스를 이용하여 최근 청소년 자살에 관한 대표적인 2개의 보고서를 찾아 고찰하였다. 본 문헌고찰은 청소년 자살예방 중재 프로그램 뿐만 아니라 청소년 자살행동에 영향을 주는 요인을 거시적, 미시적 차원으로 논하였다. 청소년 자살행동에 기여하는 거시적 또는 사회적 요인은 국가 경제수준, 대학입시에 대한 학업성취도 스트레스, 그리고 매체 및 인터넷 문화였다. 개인적 또는 미시적 위험요인은 6개의 영역으로 나누어 설명되었다. 일반적 특성, 가족 특성, 학교 환경, 약물 사용, 정신적 장애, 성적 정체성이었다 이 6개 영역의 위험요인들이 서로 조합되면서 청소년에게 자살 의도나 시도가 일어나도록 하는 경향이 높았으며 이중 청소년 자살 예방에 우선적인 3대 요소는 자아정체성 확립, 정신건강 중재서비스의 제공, 거시적 예방 정책의 구조화로 분석되었다. 종합적으로 학교는 정규학교교육과정과 학생 검사를 통해서 일반적인 정신건강교육을 실시하고 위험학생을 선별 하는데 핵심적인 장이다. 따라서 학교를 경유한 위험학생 선별사업과 이에 따른 교육 및 중재 프로그램의 지원이 활성화되는 것이 필요하다.

• Proceedings of the Korea Inteligent Information System Society Conference
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• 2002.11a
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• pp.445-453
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• 2002

Past and current customer behavior is the best predicator of future customer behavior. This paper introduces a procedure on personalized defection detection and prevention for an online game site. The basic idea for our defection detection and prevention is adopted from the observation that potential defectors have a tendency to take a couple of months or weeks to gradually change their behavior (i.e. trim-out their usage volume) before their eventual withdrawal. For this purpose, we suggest a SOM (Self-Organizing Map) based procedure to determine the possible states of customer behavior from past behavior data. Based on this representation of the state of behavior, potential defectors are detected by comparing their monitored trajectories of behavior states with frequent and confident trajectories of past defectors. The key feature of this study includes a defection prevention procedure which recommends the desirable behavior state for the ext period so as to lower the likelihood of defection. The defection prevention procedure can be used to design a marketing campaign on an individual basis because it provides desirable behavior patterns for the next period. The experiments demonstrate that our approach is effective for defection prevention and efficient for defection detection because it predicts potential defectors without deterioration of prediction accuracy compared to that of the MLP (Multi-Layer Perceptron) neural network.

• Korean Journal of Child Studies
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• v.26 no.1
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• pp.317-328
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• 2005

This study investigated the effects of mothers' perceived social support, stress, and children's temperament on parenting self-efficacy of boy's and girl's mothers among 416 Korean mothers living in Seoul, Korea. Results showed that mothers' parenting self-efficacy of boys and girls were positively related to mothers' perceived social support and children's temperament. On the other hand, parenting self-efficacy of both boys' and girls' mothers were negatively related to mothers' stress. Multiple regression indicated that mothers' perceived social support and children's temperament were the significant predictors for mothers' parenting self-efficacy of boys and girls. Husbands' support, support from social network, approach-withdrawal, and activity level-general were the significant predictors for mothers' parenting self-efficacy of boys. Husbands' support, support from social network, conflict with their children, transition of husband's job, difficulty of finance and business were the significant predictors for mothers' parenting self-efficacy of girls. Husbands' support was the strongest predicator of mothers' parenting self-efficacy of boys and girls.

• Journal of the Korea Academia-Industrial cooperation Society
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• v.15 no.7
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• pp.4439-4448
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• 2014

This study was conducted to extend the understanding and knowledge by examining the effect of climacteric symptoms and the cognitive function on QoL(Quality of life) of middle aged women. This study was conducted from March 2nd to March 10th, 2014. The data was collected by self-report questionnaires from 204 middle aged women. There was a significantly positive correlation between the climacteric symptoms and cognitive function. A significantly negative correlation was observed between the climacteric symptoms and QoL. The climacteric symptoms were a direct predictor and an indirect predicator of QoL mediated by the cognitive function. The study suggests that nursing intervention is needed to manage the climacteric symptoms and cognitive function for improving the QoL of middle aged women.