• Title/Summary/Keyword: 정서 분석

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The combined system of consciousness and unconsciousness using Fuzzy Petri net and Neural Network (퍼지페트리네트와 신경망을 이용한 의식.무의식 통합 시스템)

  • 박경숙;박민용
    • Proceedings of the Korean Society for Cognitive Science Conference
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    • 2000.05a
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    • pp.311-321
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    • 2000
  • 본 논문에서는 정신분석과 두 종류의 정서이론, 인공지능과 신경회로망 그리고 퍼지 페트리 네트 등을 사용하여 사람의 인지과정을 모방한 인지모형시스템을 개발하였다. 먼저 프로이트의 정신분석을 사용하여 정신의 구조를 그래프로 표현한 후 이것을 '마음의 지도'라 명명하였다. 인지모형시스템을 구현하기 위한 첫 번째 작업으로 동적인 추론을 할 수 있는 지능 모델인 KNBN(Kohonen Network based Belief Network)을 제안하였다. KNBN으로 표현한 마음의 약도 내에서 연결강도 값으로 사용할 상대적 데이터를 만들기 위한 근거로서는 '정서'를 사용하였는데, 플라칙의 진화론에 근거한 정서이론과 오토니의 인지적 정서이론을 결합하여 데이터로 만든후 이 수치를 연결강도로 사용하였다. 이 두 개의 정서이론을 결합하는 알고리즘을 만들기 위해 페트리네트를 변형한 퍼지 페트리네트를 제안하였다. 또한 오토니가 주장하는 정서의 인지구조를 사람들이 그대로 이해하는지 여부를 알기 위해 대학생 100명을 대상으로 설문지를 사용해 정서의 인지구조에 대해 조사하였고 그 결과 값에 근거하여 두 개의 정서이론 결합 알고리즘을 만들었다. 이것으로 정서 발화에 대한 상대적인 수치가 산출되었고, 이것을 KNBN으로 표현한 마음의 약도에 결합하기 위해 0과 1사이의 수치로 정규화 하였다. 이렇게 정규화된 데이터를 이용해 인지 모형 시스템을 개발하였다.

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The Effects of Emotional Intelligence on Happiness among Early Ehildhood Teachers: The Mediating Effects of Job Stress and Teaching Efficacy (영유아교사의 정서지능이 행복감에 미치는 영향: 직무스트레스 및 교사효능감의 매개효과)

  • Lee, Eun Suk;Lee, Kyung Nim
    • Korean Journal of Childcare and Education
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    • v.11 no.2
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    • pp.221-238
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    • 2015
  • This study examined the effects of emotional intelligence, teaching efficacy and job stress on happiness among early childhood teachers. Data were collected from 246 early childhood teachers. To collect the data, emotional intelligence, teaching efficacy, job stress, and happiness instruments were used. All research variables were measured using self-reported questionnaires, and were analyzed with one-way ANOVA, t-test, Pearson's correlation and pathway analysis. The results indicated teachers' happiness had no difference by demographic variables. Emotional intelligence had a direct effect and an indirect effect through teaching efficacy and job stress on happiness among early childhood teachers. Teaching efficacy and job stress had a direct effect on happiness among early childhood teachers. Additionally, emotional intelligence was the most important variable predicting early childhood teachers' happiness. Teaching efficacy and job stress had a mediating effect between emotional intelligence and happiness.

Optimal Facial Emotion Feature Analysis Method based on ASM-LK Optical Flow (ASM-LK Optical Flow 기반 최적 얼굴정서 특징분석 기법)

  • Ko, Kwang-Eun;Park, Seung-Min;Park, Jun-Heong;Sim, Kwee-Bo
    • Journal of the Korean Institute of Intelligent Systems
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    • v.21 no.4
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    • pp.512-517
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    • 2011
  • In this paper, we propose an Active Shape Model (ASM) and Lucas-Kanade (LK) optical flow-based feature extraction and analysis method for analyzing the emotional features from facial images. Considering the facial emotion feature regions are described by Facial Action Coding System, we construct the feature-related shape models based on the combination of landmarks and extract the LK optical flow vectors at each landmarks based on the centre pixels of motion vector window. The facial emotion features are modelled by the combination of the optical flow vectors and the emotional states of facial image can be estimated by the probabilistic estimation technique, such as Bayesian classifier. Also, we extract the optimal emotional features that are considered the high correlation between feature points and emotional states by using common spatial pattern (CSP) analysis in order to improvise the operational efficiency and accuracy of emotional feature extraction process.

Consistency of ANS Responses Induced by Emotions and Emotion-Specific ANS Responses (정서에 의해 유발된 자율신경계 반응의 일관성 및 정서.특정적 자율 신경계 반응 패턴 확인)

  • 이경화;장은혜;석지아;손진훈;방석원;김경환;이미희
    • Proceedings of the Korean Society for Emotion and Sensibility Conference
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    • 2001.11a
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    • pp.104-111
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    • 2001
  • 정서와 생리반응 (자율신경계 반응) 간의 관계에 관하여 성인을 대상으로 최근가지 많은 연구가 행해져 왔다. 본 연구에서는 동일한 실험참여자를 대상으로 일정 기간 동안 여러 회의 반복실험을 통해 정서(기쁨, 슬픔, 분노, 공포, 혐오)에 따른 자율신경계의 반응의 일관성과 정서별 자율신경계 반응 패턴을 규명하고자 하였다. 본 실험에 앞서 저서를 유발하기 우한 도구인 정서유발자극세트와 정서에 대한 심리반응을 평가하기 위한 정서평가척도가 제작되었다. 정서유발자극세트는 2-4분 정도의 각 정서 장면이 포함된 총 5개의 동영상 장면들이다. 예비실험을 통해 70% 이상의 적합성 및 효과성을 가진 4개의 세트를 추출하여 본 실험에 사용하였다. 본 실험은 남녀 대학생 12명을 대상으로 4회 반복해서 실시되었다. 실험참여자들은 각 정서 장면을 시청 후, 유발된 정서에 대한 심리적인 평가를 하였다. 측정한 자율신경계 생리반응 변수는 ECG, PPG, EDA, SKT이었다. 연구 결과, 심리반응에서 정서유발자극세트는 75% 이상의 적합성 및 효과성을 보였다. 생리반응(ECG, EDA) 분석 결과, 정서에 따른 자율신경계 반응은 회기별로 일관적이었으며, 각 정서별로 특정적인 생리반응 패턴을 가지는 것으로 나타났다.

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The Effects of Mother's Parenting Efficacy and Emotional Expressiveness on Infant's Social Emotional Development (어머니의 양육효능감과 정서표현성이 영아의 사회 정서발달에 미치는 영향)

  • Park, Mi Suk;Chung, Hee Jung
    • Korean Journal of Child Education & Care
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    • v.18 no.3
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    • pp.21-34
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    • 2018
  • Objective: The purpose of this study is to investigate the effects of maternal parenting efficacy and emotional expression on infant's social emotional development. Methods: The subjects of this study were 269 infants and their mothers who attended day care centers in G district of S city and the data was collected by survey. The collected data were analyzed by frequency analysis, t-test and ANONA test using SPSS 16.0 program, $Scheff{\acute{e}}$ test by post test, correlation analysis and multiple regression analysis. Results: First, parenting efficacy, emotional expressiveness, and social emotional development of infants showed differences according to age, participation time, and academic background. Parenting efficacy showed a significant difference in age and parenting time, and emotional expressiveness showed significant difference in education and parenting time. Infant's social emotional development showed a significant difference in educational attainment and parenting time. Second, maternal parenting efficacy and emotional expressiveness were found to have an influence on infant's social emotional development. Conclusion/Implications: Maternal parenting efficacy and emotional expressiveness seem to influence the development of social emotions in infants, and these results suggest that, in order to grow the children healthy in social, emotional aspect, various education programs which could improve parenting efficacy and positive emotional expression are necessary.

A Study on Effects of the Driver's Emotion on the Driving Behavior (운전자의 정서가 운전행동에 미치는 영향에 관한 연구: 운전스트레스 대처행동을 중심으로)

  • Kwon, Min Jeong;Oh, Young-Tae
    • Journal of Korean Society of Transportation
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    • v.31 no.6
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    • pp.34-42
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    • 2013
  • The reasons of traffic accidents can be classified into the vehicle, road environment and human factors. In development of vehicle and road technologies, the human factor is the most important. The emotion research recently carried out showed that emotions play an important role in human judgment and decision making. They are also expected to partly determine driving behavior. The purpose of this study was to investigate the effects of drivers' emotions on their driving behavior. The results of this study showed that positive emotions do not affect driving behavior. As for negative emotions, however, safe driving(SD) and comfort driving(CD) factors have a negative correlation, and violence driving(VD) and regulation violation(RO) factors have a positive correlation. This study is significant as a basic study for establishing and determining a policy for reducing traffic accidents and for educating drivers.

A study on the effect of emotional intelligence on adjustment to college life in first year nursing college students (간호학과 신입생의 정서지능이 대학생활적응에 미치는 영향)

  • Park, Hyun Tae
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.15 no.3
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    • pp.1576-1583
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    • 2014
  • This study was to investigate the relationship between emotional intelligence and adjustment of college life as well as the effect of emotional intelligence on adjustment of college life in first year nursing college students. The participants were 104 first year nursing college students. Data was collected from June 11 to 13, 2012 and analyzed using descriptive statistics, pearson correlation coefficients and multiple regression. The mean scores for emotional intelligence 3.59 and adjustment of college life 3.01 were above average. A significant and positive correlation was found between emotional intelligence and adjustment of college life. The emotional intelligence predicted adjustment of college life. The strongest predictor on adjustment of college life was emotional recognition and next predictors were in order of empathy and emotional expression among the sub-factors of emotional intelligence. The results of this study suggest that it needs to develop the program for improving the emotional intelligence for better adjustment of college life in college nursing students.

The Moderating Effects of Emotional Support, Facilitative Relationship in the Relation between Father and Mother's Emotional Abuse and Difficulties in Emotion Regulation (아동기 부·모의 정서적 학대 경험과 성인기 정서조절곤란의 관계에서 정서적 지지, 촉진적 관계의 조절 효과)

  • Park, Won-Ju
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.20 no.7
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    • pp.255-264
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    • 2019
  • This study aimed to examine the moderating effects of emotional support and facilitative relationship in the relation of emotional abuse and difficulties in emotion regulation. This research suggests therapeutic methods for reducing the negative effects of emotional abuse. Data about emotional abuse, difficulties in emotion regulation, emotional support, and relationship inventory were collected by online survey from 336 adults in South Korea. To test moderation effects, multiple regression analyses entering emotional abuse, emotional support(facilitative relationship) and their interaction terms were hierarchically conducted. Emotional abuse increased difficulties in emotion regulation. Moderating effects of emotional support and facilitative relationship were found in the relation between father's emotional abuse and difficulties in emotion regulation. But Moderating effects of emotional support and facilitative relationship were not found in the relation between mother's emotional abuse and difficulties in emotion regulation. The different effects of father's emotional abuse and mother's, the effects of adult's positive relationship, and clinical implications of these findings were discussed.

Acoustic parameters for induced emotion categorizing and dimensional approach (자연스러운 정서 반응의 범주 및 차원 분류에 적합한 음성 파라미터)

  • Park, Ji-Eun;Park, Jeong-Sik;Sohn, Jin-Hun
    • Science of Emotion and Sensibility
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    • v.16 no.1
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    • pp.117-124
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    • 2013
  • This study examined that how precisely MFCC, LPC, energy, and pitch related parameters of the speech data, which have been used mainly for voice recognition system could predict the vocal emotion categories as well as dimensions of vocal emotion. 110 college students participated in this experiment. For more realistic emotional response, we used well defined emotion-inducing stimuli. This study analyzed the relationship between the parameters of MFCC, LPC, energy, and pitch of the speech data and four emotional dimensions (valence, arousal, intensity, and potency). Because dimensional approach is more useful for realistic emotion classification. It results in the best vocal cue parameters for predicting each of dimensions by stepwise multiple regression analysis. Emotion categorizing accuracy analyzed by LDA is 62.7%, and four dimension regression models are statistically significant, p<.001. Consequently, this result showed the possibility that the parameters could also be applied to spontaneous vocal emotion recognition.

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Kindergarten Children's Emotional Intelligence and Their Giftedness (유아의 정서지능과 영재성의 성별 차이 및 관계 분석)

  • Jang, Young-Sook
    • Journal of Gifted/Talented Education
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    • v.20 no.3
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    • pp.985-1004
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    • 2010
  • The purpose of this study was to examine the gender differences in children's emotional intelligence or their giftedness, and to investigate the relationship between children's emotional intelligence and their giftedness. Subjects were 268 5-year-old kindergarten children who were composed of 131 male children and 137 female children. The collected data were analyzed by using t-test, Pearson's correlation, and multiple regression. The major results of this study were as follows: First, female children showed higher emotional intelligence than male children. Second, there was no signifiant difference between male children and female children in their giftedness. Third, controlling for children's IQ, utilization of emotion, appraisal and expression of self-emotion, and relationship with peers were predictable variables of children's giftedness. Among the subareas of emotional intellignece, utilization of emotion was the most important predictor in explaining children's giftedness. The results showed that there was significant relationship between children's emotional intelligence and their giftedness.