• Title/Summary/Keyword: negative association

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Negatively attributable and pure confidence for generation of negative association rules (음의 연관성 규칙 생성을 위한 음의 기여 순수 신뢰도의 제안)

  • Park, Hee-Chang
    • Journal of the Korean Data and Information Science Society
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    • v.23 no.5
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    • pp.939-948
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    • 2012
  • The most widely used data mining technique is to explore association rules. This technique has been used to find the relationship between items in a massive database based on the interestingness measures such as support, confidence, lift, etc. Association rules are frequently used by retail stores to assist in marketing, advertising, floor placement, and inventory control.In general, association rule technique generates the rule, 'If A, then B.', whereas negative association rule technique generates the rule, 'If A, then not B.', or 'If not A, then B.'. We can determine whether we promote other products in addition to promote its products only if we add negative association rules to existing association rules. In this paper, we proposed the negatively attributable and pure confidence to overcome the problems faced by negative association rule technique, and then we checked three conditions for interestingness measure. The comparative studies with negative confidence, negatively pure confidence, and negatively attributable and pure confidence are shown by numerical examples. The results show that the negatively attributable and pure confidence is better than negative confidence and negatively pure confidence.

The Effect of Children′s Perception of Body Shape and Body Image on Their Negative Emotions (아동의 체형 지각과 신체상 지각에 따른 부정적 정서)

  • 이영미
    • Journal of the Korean Home Economics Association
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    • v.42 no.8
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    • pp.133-145
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    • 2004
  • The purpose of this study was to identify the effect of children's perception of body shape and body image on their negative emotions. The subjects were 345 3rd and 6th graders. Questionnaires were used to investigate the children's perception of their body shape and body image, and negative emotions. Data analyzed by SPSS-WIN program included mean, standard deviation, ANOVA, Scheffe's test and regression. Results were as follows. (1) The 6th graders perceived their body image more negatively than the 3rd graders did. (2) The children who perceived themselves more obesely had more negative body image and more negative emotions than those who did not. (3) There were interaction effects among the children's grade, sex and body shape perception on their body image perception. (4) The regression analysis demonstrated that children's perception of appearance was more influential on the negative emotions than their body shape perception.

Moderating Effects of Negative Emotionality on the Association Between Maternal Attitude Toward Children's Emotional Expression and Empathy Based on the Differential Susceptibility Model (차별적 민감성 모델에 기초한 어머니의 정서표현수용태도와 유아의 공감능력 간의 관계에서 부정적 정서성의 중재효과)

  • Shin, Yoolim;Kim, Yoonsoo
    • Korean Journal of Childcare and Education
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    • v.14 no.6
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    • pp.241-255
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    • 2018
  • Objective: The purpose of this research was to examine the moderating effect of children's negative emotionality on the relationship between maternal attitude toward children's emotional expression based on the differential susceptibility model. Methods: Participants were 216 preschool children including 116 boys and 100 girls from day care centers and preschools located in Chungchung province and Seoul. EAS was used to measure the children's negative emotionality. The children's empathy quotient was used to measure empathy. Mothers reported their attitude toward children's emotional expression. Results: The results revealed that the association between empathy and maternal suppression of children's emotional expression was significant only for the children with high levels of negative emotionality. Moreover, the magnitude of association between empathy and maternal acceptance of children's emotional expression was greater for high levels of negative emotionality. Conclusion/Implications: It was concluded that these findings supported the differential susceptibility model.

The Influence of Self-Compassion on Binge Eating in College Students: Mediating Effects of Negative Affect and Negative Urgency (대학생의 자기자비가 폭식행동에 미치는 영향: 부정정서와 부정 긴급성의 매개효과)

  • Lee, Seul-Gi;Lee, Hee-Kyung
    • The Journal of the Korea Contents Association
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    • v.22 no.9
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    • pp.412-425
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    • 2022
  • The purpose of this study is to examine the relationship between self-compassion and binge eating and to examine the mediating effects of negative affect and negative urgency. To validify this hypothesis, 441 college and graduate students were measured self-compassion, negative affect, negative urgency, and binge eating. For the collected data, SPSS(23.0) and AMOS(23.0) were used for descriptive statistics, correlation analysis, and analyzing the structural equation model. The results of this study are summarized as follows. First, the correlation analysis showed significant correlations among self-compassion, negative affect, negative urgency, and binge eating. Second, in the relationship between self-compassion and binge eating, negative affect and negative urgency showed serial mediating effects. This means that for college and graduate students, the promotion of self-compassion can reduce binge eating behavior by sequentially reducing negative emotions and negative urgency. Finally based on these results, practical applications of self-compassion in the treatment of binge eating behavior were proposed.

The Psychological Characteristics of the Unemployed, and the Negative Emotions and Behavioral Changes in Their Children (실직자의 심리적 특성과 자녀의 부정적 정서 및 행동 변화)

  • 천희영
    • Journal of the Korean Home Economics Association
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    • v.38 no.7
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    • pp.103-116
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    • 2000
  • The purpose of this study was to find out the psychological characteristics of the unemployed, and their children's negative emotions and behavioral changes in the context of the increasing family dysfunction caused by the IMF economic crisis. The subjects were 184 public labor workers in Busan. They answered the questions about the psychological characteristics of themselves and their children, and their children's behavioral changes. Frequency analysis, $\chi$$^2$ test and logistic regression were used for data analyses. The results were as follows. The unemployed showed high levels of negative emotions and perceived their social supports as low. As well, they interpreted their quality of life as poor. They perceived their economic difficulty as high and the perception was influenced by negative emotions as well as the economic situation. Children of the unemployed showed middle levels of negative emotions, and positive and negative behavioral changes. These changes were influenced by their parent's psychological characteristics. In light of these results, psychological counseling services from social welfare centers are needed to be more actively supporting the families of the unemployed.

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A Study on the Difficult Temperament of Childhood- (아동기의 까다로운 기질연구)

  • 최영희
    • Journal of the Korean Home Economics Association
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    • v.35 no.1
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    • pp.99-110
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    • 1997
  • This research was focused on the identification of difficult temperament of childhood. In order to identify the difficult temperament of childhood 336 of 3 and 6 graders were investigated. the difficult temperament of childhood was defined as the cahracteristics which were perceived as difficult for taking care of by mothers related to negative mother's attitude and related to the children's low competence. Mothers felt difficult in caring for the children with high activity and negative mood. Mothers showed negative attitude to the children with negative mood and low persistence. And the children with unpredictability and low persistence had lower perceived competence. In short high activity unpredictability negative mood and low persistence might be said as difficult temperament of childhood, These temperament categories-activity predictability mood and persistence-appeared as one factor in factor analysis. unpredictability negative mood and low persistency were shown as the difficult temperament in other studies but high activity should be examined more carefully.

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A Study on Korean Negative Sentences in the 17th Century (17세기 국어 부정문 연구 - '아니', '못' 부정문을 중심으로 -)

  • Park, Hyeong-woo
    • Korean Linguistics
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    • v.39
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    • pp.223-257
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    • 2008
  • The purpose of this paper is to get characteristics about Korean negative sentences in the 17th century. In this paper used method is to classify and collect statistics of negative sentences in the 17th century Korean literatures, then to reclassify according to morphological characteristics of predicates. The subjects of analysis are 'ani'(don't)' and 'mos(can't)' negative sentences except for 'malta(forbid)' negative sentences.

Factor Analysis of Negative SNS Behaviors using Association Rules (연관규칙을 이용한 SNS에서의 부정적 행동 요인 분석)

  • Lee, Soojung
    • The Journal of Korean Association of Computer Education
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    • v.16 no.2
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    • pp.61-68
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    • 2013
  • SNS is a social networking service that helps people to have a two-way communication, manage their personal relationships and share information. The domestic and international SNS markets have attained a steady growth, and their growth is being more accelerated recently. Under these circumstances, immature students are more likely to show negative cyber behavior. This study attempted to analyze the relationship between the use of SNS, motives of SNS use, the use of active SNS functions, SNS-dependency and views in SNS and negative SNS behaviors among elementary and middle school students. For this, negative cycber behaviors are classified into four stages depending on the severity, for each of which distribution of factors is investigated and the combination of factors to determine each stage is obtained through association rule analysis. As a result, it is found that 85% of the students rarely show negative cyber behaviors, stealing personal information and contacting with strangers are the most frequent negative behaviors, and students with a great dependency on SNS are highly probable to show negative behaviors.

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The Effects of Attachment, Self-Esteem and Impulse Control on Adolescent Delinquency (청소년의 애착, 자아존중감 및 충동통제가 비행에 미치는 영향)

  • 이경님
    • Journal of the Korean Home Economics Association
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    • v.40 no.8
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    • pp.191-206
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    • 2002
  • The purpose of this study was to explore the effects of adolescent attachment to mothers and peers, self-esteem and impulse control on delinquency. The subjects were 624 eighth and eleventh grade students in Busan. The subjects rated themselves on questionnaires regarding attachment to mothers and peers, self-esteem, impulse control and latent delinquency. The major findings of this study were as follows; 1) Male adolescent delinquency increased with grade. But no grade difference was found in female adolescent delinquency. And male adolescent had more delinquency than female adolescent. 2) Grade had a direct and indirect effect through attachment to peers and impulse control on male adolescent delinquency and was the first positive contribution factor. Impulse control had a direct negative effect on male adolescent delinquency. Attachment to mothers had an indirect negative effect through self-esteem on male adolescent delinquency. Attachment to peers had an indirect negative effect through self-esteem and impulse control on male adolescent delinquency. Self-esteem had an indirect negative effect through impulse control on male adolescent delinquency. 3) Attachment to mothers had a direct and indirect effort through impulse control on female adolescent delinquency and was a first negative contribution factor. Impulse control had a direct negative effect on female adolescent delinquency. Attachment to peers had an indirect negative effect through impulse control on female adolescent delinquency. Grade had an indirect negative effect through impulse control on female adolescent delinquency. Self-esteem had no effect on female adolescent delinquency.

A comparison of reactions between mothers and fathers to their children's negative emotions (유아의 부정적 정서에 대한 어머니와 아버지의 반응 비교)

  • Lee, Kang-Yi
    • Korean Journal of Human Ecology
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    • v.16 no.3
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    • pp.455-463
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    • 2007
  • The purpose of this study was to compare Korean mothers' and fathers' reactions to their children's negative emotions. The survey with questionnaire was performed with 179 mothers and 179 fathers of children aged three to five-years-old from three child care centers in Seoul and Kyoungki Province. Parental emotion-related practices regarding children's negative emotions were assessed with an adaptation of the CCNES-R(Cortes, 2002), and parental reactions were categorized as problem-focused, emotion-focused, expressive encouragement, emotion-teaching, punitive, parental distress and minimizing. The main results were as follows. First, Korean mothers and fathers, in general, used more positive reactions than negative reactions when their children showed negative emotions, in particular problem-focused reactions were mostly used. In addition, Korean mothers were significantly higher than fathers on problem-focused and emotion-teaching reactions. Second, Korean mothers' and fathers' reactions to their children's negative emotions were significantly different depending on the educational level of mothers, mothers' job and fathers' job. But there was no significant differences in parent's reactions according to children's sex and age. The findings in this study provide implication for an association between parent's reactions to children's negative emotions and parent's socioeconomic background.