• 제목/요약/키워드: science of emotion

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생물분류탐구과정에서 호르몬 변화를 이용한 부정감성예측모델 개발 (Development of a Negative Emotion Prediction Model by Cortisol-Hormonal Change During the Biological Classification)

  • 박진선;이일선;이준기;권용주
    • 과학교육연구지
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    • 제34권2호
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    • pp.185-192
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    • 2010
  • 이 연구의 목적은 생물분류탐구과정에서 나타나는 부정감성을 호르몬 변화로 예측할 수 있는 부정감성 예측모델을 개발하는 것이다. 이를 위해 통합적인 과학 탐구가 가능하도록 깃털 분류 탐구 활동을 개발하였다. 연구대상은 호르몬 변화 측정에 문제가 없는 서울, 안산, 청주 소재 중학교 2학년 47명(남 18, 여 29)으로 하였다. 피험자들은 개인별로 깃털 분류 탐구 활동을 수행하였다. 깃털 분류 탐구 활동 전과 후에 형용사 이모티콘 척도법을 이용하여 부정감성 검사를 하였고, 타액 시료를 채취하여 코르티솔 호르몬 변화를 분석하였다. 연구결과 부정감성 변화량과 타액 코르티솔 변화량 사이에서 유의미한 정적 상관관계(R=0.39, P<0.001)가 나타났으며, 회귀분석을 이용하여 생물분류탐구에서 나타나는 타액 코르티솔 변화량을 이용한 부정감성 예측모델을 개발하였다.

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감정 분류를 위한 한국어 감정 자질 추출 기법과 감정 자질의 유용성 평가 (A Korean Emotion Features Extraction Method and Their Availability Evaluation for Sentiment Classification)

  • 황재원;고영중
    • 인지과학
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    • 제19권4호
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    • pp.499-517
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    • 2008
  • 본 논문에서는 한국어 감정 분류에 기반이 되는 감정 자질 추출의 효과적인 추출 방법을 제안하고 평가하여, 그 유용성을 보인다. 한국어 감정 자질 추출은 감정을 지닌 대표적인 어휘로부터 시작하여 확장할 수 있으며, 이와 같이 추출된 감정 자질들은 문서의 감정을 분류하는데 중요한 역할을 한다. 문서 감정 분류에 핵심이 되는 감정 자질의 추출을 위해서는 영어 단어 시소러스 유의어 정보를 이용하여 자질들을 확장하고, 영한사전을 이용하여 확장된 자질들을 번역하여 감정 자질들을 추출하였다. 추출된 한국어 감정 자질들을 평가하기 위하여, 이진 분류 기법인 지지 벡터 기계(Support Vector Machine)를 사용해서 한국어 감정 자질로 표현된 입력문서의 감정을 분류하였다. 실험 결과, 추출된 감정 자질을 사용한 경우가 일반적인 정보 검색에서 사용하는 내용어(Content Word) 기반의 자질을 사용한 경우보다 약 14.1%의 성능 향상을 보였다.

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어머니의 스마트폰 의존과 양육죄책감이 유아의 정서조절에 미치는 영향 (Effects of Mother's Smartphone Dependency and Maternal Guilty Feelings on Early Childhood Emotion Regulation)

  • 배선미;최영희;송승민;차승은
    • 한국지역사회생활과학회지
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    • 제28권2호
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    • pp.301-312
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    • 2017
  • The purpose of this study was to investigate the effect of mother's smartphone dependency and maternal guilty feelings on early childhood emotion regulation. The subjects were 326 mothers of 2 to 5 year olds. Mothers' smartphone dependency was assessed by the Korea Agency for Digital Opportunity & Promotion(2006), guilty feelings by the Maternal Guilt Scale(Sung 2011), and early childhood emotion regulation assessed by the ERC(Park 2012). The results of the study were as follows. First, mother's dependency on smartphones was highly related with early childhood emotion regulation. Maternal guilty feelingswere weakly related with child's emotion regulation. Relationship between mother's dependency on smartphones and maternal guilty feelingswasmoderate. Second, mother's positive expectations towardssmartphones and maternal guilty feelings from negative parenting behavior explained early childhood emotion regulation as much as 69%.

The Role of Website Quality, Positive Emotion and Personalized Advertising in Triggering Impulse Buying Behavior: A Study of Online Retailer in Indonesia

  • Agung UTAMA;Hunik Sri Runing SAWITRI;Budhi HARYANTO;Lilik WAHYUDI
    • 유통과학연구
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    • 제22권2호
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    • pp.11-20
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    • 2024
  • Purpose: The primary objective of this study is to investigate the impact of website quality on impulse buying of the online retailer, which is mediated by positive emotion and moderated by personalized advertising. Research design, data and methodology: The present study used a survey methodology conducted on many user's smartphones. The sample in this study included 409 college students in Indonesia. Purposive sampling was used as the sampling technique. Data was collected by distributing questionnaires to many respondents through the Google Documents online survey. Results: The findings derived from the application of structural equation modelling for data analysis show that 1). Website quality affects impulse buying and positive emotion, and 2). The impact of website quality on impulse buying was mediated by positive emotion and moderated by personalized advertising. Conclusions: The findings presented in this study has significant theoretical implications that contribute to the existing concept on the relationship between website quality, positive emotion, personalized advertising and impulse buying. The findings of the research possess managerial implications. It can be used can as a reference in determining website quality and the appropriate personalized advertising that increases online impulse buying at online retailer In Indonesia.

한글 감정단어의 의미적 관계와 범주 분석에 관한 연구 (A Study on the Analysis of Semantic Relation and Category of the Korean Emotion Words)

  • 이수상
    • 한국도서관정보학회지
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    • 제47권2호
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    • pp.51-70
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    • 2016
  • 이 연구의 목적은 한글로 된 주요감정단어들의 리스트를 대상으로 의미적 관계의 네트워크와 극성과 각성의 범주를 분석하는데 있다. 분석결과는 다음과 같다. 첫째, 감정단어 네트워크에서 각 감정단어들은 의미적으로 연결되어 있었다. 이것은 의미적 유사성에 따라 감정단어들의 유형을 구분하는 것을 어렵게 하는 특징이다. 대신에 의미적 관계의 감정단어 네트워크에서 중심적인 역할을 수행하는 감정단어들을 확인할 수 있었다. 둘째, 극성과 각성의 차원을 혼합한 범주에서, 많은 감정단어들은 부정적인 극성과 높은 각성의 단어들 집단과 부정적인 극성과 중간수준 각성의 단어들 집단으로 분류되었다. 이러한 한글감정단어의 특성들은 도서관이나 문헌정보에 나타나는 각종 텍스트 데이터의 감정분석에 유용하게 활용될 것이다.

5세아와 7세아의 도덕적, 사회인습적, 개인적 규칙위반에 대한 정서예측 및 정서설명 (Emotion Expectations and Explanations of Participants During Rule Transgressions by Five- Year and Seven- Year-Old Children)

  • 김미정;이순형
    • 한국지역사회생활과학회지
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    • 제20권2호
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    • pp.169-180
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    • 2009
  • This study was performed to examine the emotion expectations and explanations of four participants(an actor, a recipient, a child observer, and an adult observer) in moral, social-conventional, and personal rule transgression situations. Six vignettes describing the rule transgressions were presented to 200 children who were either five or seven years old. The children were asked to predict and explain each participant's emotions. The children's emotion expectations were different depending on the domain of the rule transgressions and on the type of the participant. The actors were predicted to feel happy during all transgressions, while the recipients and two observers(a child and an adult) were predicted to feel unhappy. The seven-year-old children attributed more happiness to the actors, and more negative affect to the recipients compared to the five-year-olds. This result was inconsistent with the previous findings that older children attributed more happiness to actors. This finding was discussed in relation to the 'happy victimizer'. Some categories of emotion explanations were differentiated according to the domain of rule transgressions. The personal rule transgressions, newly defined and examined in this study, were judged to be less serious than the moral rule transgressions in terms of the intensity of the negative affect.

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터치폰 인터랙션의 Flicking에 대한 감성 터치감에 대한 연구 (A Research on Emotion Assessment by Touch Sensibility Flicking on Mobile Phone)

  • 김지혜;황민철;김치중;박재언;문성철
    • 대한인간공학회지
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    • 제29권4호
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    • pp.533-540
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    • 2010
  • This study was to suggest the proper level of touch sensibility for twenties while flicking touch phones. A rapid prototype of $480{\times}800$ pixel size was developed for the experiment. Participants were 20 undergraduates, not visually and physically handicapped in using touch phones. 15 different modes, with each mode changing in velocity when flicking the prototype were randomly presented to each subject. The subjects were asked to score what they felt in each mode on a 1-to-6 Likert scale. The data was analyzed by the one-way ANOVA procedure. Each mode showed significant differences in 8 representative emotions except for exclusivity feeling and fresh feeling. Each velocity mode was scaled by the multidimensional scaling technique. Then, vector coordinates in each emotion were obtained by simple regression analysis. 15 velocity modes and each emotion were joint-plotted by the MDS, PROXSCAL. The findings in this study could be basic data for studying affective touch sensibilities in multiple ways.

Jointly Image Topic and Emotion Detection using Multi-Modal Hierarchical Latent Dirichlet Allocation

  • Ding, Wanying;Zhu, Junhuan;Guo, Lifan;Hu, Xiaohua;Luo, Jiebo;Wang, Haohong
    • Journal of Multimedia Information System
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    • 제1권1호
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    • pp.55-67
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    • 2014
  • Image topic and emotion analysis is an important component of online image retrieval, which nowadays has become very popular in the widely growing social media community. However, due to the gaps between images and texts, there is very limited work in literature to detect one image's Topics and Emotions in a unified framework, although topics and emotions are two levels of semantics that often work together to comprehensively describe one image. In this work, a unified model, Joint Topic/Emotion Multi-Modal Hierarchical Latent Dirichlet Allocation (JTE-MMHLDA) model, which extends previous LDA, mmLDA, and JST model to capture topic and emotion information at the same time from heterogeneous data, is proposed. Specifically, a two level graphical structured model is built to realize sharing topics and emotions among the whole document collection. The experimental results on a Flickr dataset indicate that the proposed model efficiently discovers images' topics and emotions, and significantly outperform the text-only system by 4.4%, vision-only system by 18.1% in topic detection, and outperforms the text-only system by 7.1%, vision-only system by 39.7% in emotion detection.

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The Formation of Resistance on Multi-culture Social Emotion and Countermeasures in Korea

  • Kim, Bo-Suk;Kim, Yeong-Ok;Jung, Myung-Hee
    • 유통과학연구
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    • 제15권1호
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    • pp.21-30
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    • 2017
  • Purpose - These days, Korean society with more than 2 million foreigners has made multi-cultural society quickly. Multi-cultural society has become popular and anti multi-cultural phenomenon has grown up gradually against Korea's traditional habits. Research design, data, and methodology - European countries that were said to be multi-cultural society had suffered from terror, riot and other social conflicts. The study examined Koreans' racism and anti multi-cultural emotion to investigate the conditions and causes of anti multi-cultural emotion. Further, this study investigates a prevention of the worst case such as Norway terror and the countermeasures compared to each country's social customs. Results - Koreans are not generous to the foreigners. Foreign countries' cases after failures in multi-cultural society might give future implications on multi-cultural society in Korea. Conclusions - Korean society have not produced new one by introducing another races, nationality and culture not cognizing failure experiences of multi-culturalism like Europe. Nonetheless, Korean society shall not give up multi-culturalism. Korean society shall prepare for multi-culturalism society to lessen social conflict as much as possible and not to neglect anti culturalism emotion producing social conflict, and shall investigate the related causes to lessen anti multi-culturalism emotion and to integrate Korean style of multi-culturalism society for Korea as a tool of nation management.