• Title/Summary/Keyword: 감성 예측

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The Effects of Older Driver's Subjective Evaluation for Driving Ability on Mobility and Subjective Well-Being (운전능력에 대한 주관적 평가가 고령 운전자의 이동성과 주관적 안녕감에 미치는 영향)

  • Joo, Mijung;Lee, Jaesik
    • Science of Emotion and Sensibility
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    • v.19 no.2
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    • pp.67-78
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    • 2016
  • The purpose of this study was to investigate relationships among the older drivers' subjective evaluation and objective performances for driving ability, mobility and subjective well-being. Scores for mobility and subjective well-being were obtained using questionnaires. Diagram-based driving scenarios and driving simulation were used to measure subjective and objective driving abilities, respectively. The results can be summarized as followings. First, subjective evaluation scores of driving ability but not objective driving performance significantly correlated with mobility. Second, the higher level of mobility predicted higher life satisfaction, higher positive affectivity, and lower negative affectivity. Third, the older driver's higher scores of subjective driving ability induced higher level of mobility, which, in turn, increased life satisfaction and positive affectivity but lower negative affectivity. The results suggested that subjective rather than objective ability for driving is more important in determining the level of old driver's subjective well-being.

The Effect of Emotional and Cognitive Empathy on Happiness: The Mediating Role of Cognitive Reappraisal (정서적 인지적 공감이 행복감에 미치는 영향: 인지적 재평가의 매개효과)

  • Cho, Myung Hyun
    • Science of Emotion and Sensibility
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    • v.25 no.3
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    • pp.33-46
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    • 2022
  • This study seeks to verify how empathic concern and perspective-taking predict happiness by investigating the mediating effects of cognitive reappraisal. Online surveys about empathic concern, perspective-taking, cognitive reappraisal, and happiness were conducted by 336 adult subjects. First, the correlation analysis indicated that empathic concern and perspective-taking significantly predicted cognitive reappraisal and happiness, respectively. Second, cognitive reappraisal also significantly predicted happiness. Third, the cognitive reappraisal mediated the association between empathic concern and happiness and between perspective-taking and happiness. Specifically, people who emotionally and cognitively empathize with others reported higher levels of cognitive reappraisal, which allowed them to experience higher levels of happiness. These findings have confirmed that people can increase their happiness by enhancing cognitive reappraisal through emotional and cognitive empathy. Finally, the implications and limitations of the present research are discussed.

Trend Analysis of FinTech and Digital Financial Services using Text Mining (텍스트마이닝을 활용한 핀테크 및 디지털 금융 서비스 트렌드 분석)

  • Kim, Do-Hee;Kim, Min-Jeong
    • Journal of Digital Convergence
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    • v.20 no.3
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    • pp.131-143
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    • 2022
  • Focusing on FinTech keywords, this study is analyzing newspaper articles and Twitter data by using text mining methodology in order to understand trends in the industry of domestic digital financial service. In the growth of FinTech lifecycle, the frequency analysis has been performed by four important points: Mobile Payment Service, Internet Primary Bank, Data 3 Act, MyData Businesses. Utilizing frequency analysis, which combines the keywords 'China', 'USA', and 'Future' with the 'FinTech', has been predicting the FinTech industry regarding of the current and future position. Next, sentiment analysis was conducted on Twitter to quantify consumers' expectations and concerns about FinTech services. Therefore, this study is able to share meaningful perspective in that it presented strategic directions that the government and companies can use to understanding future FinTech market by combining frequency analysis and sentiment analysis.

Affective Representation and Consistency Across Individuals Responses to Affective Videos (정서 영상에 대한 정서표상 및 개인 간 반응 일관성)

  • Ahran Jo;Hyeonjung Kim;Jongwan Kim
    • Science of Emotion and Sensibility
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    • v.26 no.3
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    • pp.15-28
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    • 2023
  • This study examined the affective representation and response consistency among individuals using affective videos, a naturalistic stimulus inducing emotional experiences most similar to those in daily life. In this study, multidimensional scaling was conducted to investigate whether the various affective representations induced through video stimuli are located in the core affect dimensions. A cross-participant classification analysis was also performed to verify whether the video stimuli are well classified. Additionally, the newly developed intersubject correlation analysis was conducted to assess the consistency of affective representations across participant responses. Multidimensional scaling revealed that the video stimuli are represented well in the valence dimension, partially supporting Russell (1980)'s core affect theory. The classification results showed that affective conditions were successfully classified across participant responses. Moreover, the intersubject correlation analysis showed that the consistency of affective representations to video stimuli differed with respect to the condition. This study suggests that the affective representations and consistency of individual responses to affective videos varied across different affective conditions.

Parenting Motives Moderate the Link between Parents' Relationship Satisfaction with their Children and Subjective Well-Being (양육 동기에 따른 자녀 관계 만족도와 주관적 안녕감)

  • Hwaryung Lee;Ji-eun Shin;Eunkook M. Suh
    • Science of Emotion and Sensibility
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    • v.27 no.1
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    • pp.93-106
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    • 2024
  • Children play a crucial role in the lives of parents, but research on the parent-child relationship has focused mainly on its impact on parents' social relationships and happiness. This study explored how parenting motives affect the association between parents' relationship satisfaction with children and subjective well-being. Previous studies have suggested that the psychological benefits of achievement or positive experiences in specific life domains are dependent on the perceived importance of such domains. Thus, we hypothesized that a satisfying relationship with children can strongly predict the subjective well-being of parents with elevated parenting motives. The study included Korean (Study 1) and American (Study 2) participants. Results of both studies demonstrated a pronounced positive correlation between parents' relationship satisfaction with children and subjective well-being in individuals with high levels of parenting motives. This moderating effect persisted even after controlling for relevant covariates (e.g., gender, age, and Big 5 personality traits). Notably, this effect was particularly evident in subfactors of subjective well-being, which is negative affect.

A Morphological Analysis Method of Predicting Place-Event Performance by Online News Titles (온라인 뉴스 제목 분석을 통한 특정 장소 이벤트 성과 예측을 위한 형태소 분석 방법)

  • Choi, Sukjae;Lee, Jaewoong;Kwon, Ohbyung
    • The Journal of Society for e-Business Studies
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    • v.21 no.1
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    • pp.15-32
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    • 2016
  • Online news on the Internet, as published open data, contain facts or opinions about a specific affair and hence influences considerably on the decisions of the general publics who are interested in a particular issue. Therefore, we can predict the people's choices related with the issue by analyzing a large number of related internet news. This study aims to propose a text analysis methodto predict the outcomes of events that take place in a specific place. We used topics of the news articles because the topics contains more essential text than the news articles. Moreover, when it comes to mobile environment, people tend to rely more on the news topics before clicking into the news articles. We collected the titles of news articles and divided them into the learning and evaluation data set. Morphemes are extracted and their polarity values are identified with the learning data. Then we analyzed the sensitivity of the entire articles. As a result, the prediction success rate was 70.6% and it showed a clear difference with other analytical methods to compare. Derived prediction information will be helpful in determining the expected demand of goods when preparing the event.

Citizen Sentiment Analysis of the Social Disaster by Using Opinion Mining (오피니언 마이닝 기법을 이용한 사회적 재난의 시민 감성도 분석)

  • Seo, Min Song;Yoo, Hwan Hee
    • Journal of Korean Society for Geospatial Information Science
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    • v.25 no.1
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    • pp.37-46
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    • 2017
  • Recently, disaster caused by social factors is frequently occurring in Korea. Prediction about what crisis could happen is difficult, raising the citizen's concern. In this study, we developed a program to acquire tweet data by applying Python language based Tweepy plug-in, regarding social disasters such as 'Nonspecific motive crimes' and 'Oxy' products. These data were used to evaluate psychological trauma and anxiety of citizens through the text clustering analysis and the opinion mining analysis of the R Studio program after natural language processing. In the analysis of the 'Oxy' case, the accident of Sewol ferry, the continual sale of Oxy products of the Oxy had the highest similarity and 'Nonspecific motive crimes', the coping measures of the government against unexpected incidents such as the 'incident' of the screen door, the accident of Sewol ferry and 'Nonspecific motive crime' due to misogyny in Busan, had the highest similarity. In addition, the average index of the Citizens sentiment score in Nonspecific motive crimes was more negative than that in the Oxy case by 11.61%p. Therefore, it is expected that the findings will be utilized to predict the mental health of citizens to prevent future accidents.

The Effect of Good and Bad Luck on Attention to Background versus Object: An Exploratory Study (행운과 불운이 배경 대 대상에 대한 주의에 미치는 효과: 탐색적 연구)

  • Lee, Byung-Kwan;Lee, Guk-Hee
    • Science of Emotion and Sensibility
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    • v.18 no.3
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    • pp.35-48
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    • 2015
  • It is frequently found in daily life that people who experience good luck as lottery winners try to improve their background (e.g., home, car) but it has not been empirically validated why they do that. Present research attempts to explore the prediction that people who experience good luck expand the scope of attention to background and those who undergo bad luck shrink the scope of attention to adjacent objects. Findings from Experiment 1a indicate that participants who experienced good luck (won the rock-paper-scissors game) paid more attention to background and performed worse in the "find the hidden picture" (below FHP) task while those who underwent bad luck (lost the rock-paper-scissors game) paid more attention to objects, leading to better performance in the FHP task. It is also found in Experiment 1a that, if people washed their hands after experiencing good or bad luck, the opposite result occurred. Experiment 1b confirmed that the rock-paper-scissor game manipulated good and bad luck successfully and did not influence self-control. Experiment 2 shows that people who strongly believe in good luck performed poorly in FHP task while those who do not believe in good luck performed well in FHP task. Overall, three experiments support the proposed research hypotheses. Implications of the study findings for cognitive psychology and related fields including consumer and sports psychology are discussed.

The effects of endogenous attention and reorienting on performance of detection task (내현적 주의와 재정향이 탐지과제 수행에 미치는 영향)

  • Ko, Jae-Hyeong;Kim, Shin-Woo;Li, Hyung-Chul O.
    • Science of Emotion and Sensibility
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    • v.15 no.1
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    • pp.37-46
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    • 2012
  • We tested the effects of endogenous attention and reorienting on the performance of detection task. In the classic detection paradigm of Posner and Cohen (1980), performance on target detection is measured, where target appears either on the same or difference spatial location of cue stimulus after brief period of SOA (stimulus onset asynchrony). In this study, we induced exogenous attention by manipulating predictability of cue for target, and also induced reorientation by inserting additional (reorienting) cue between initial cue and target. Experiment 1 had three conditions of reorienting speed: Early, middle, and late. Facilitation and IOR (inhibition of return) occurred in different forms depending on SOA and reorienting speed, but we were not able to discover interpretable pattern in the results. However, reanalysis of early reorienting condition revealed that facilitation and IOR occurred in a crossed manner where short SOA found facilitation and long SOA did IOR, the typical results of simple detection task. Experiment 2 collected additional data to replicate the results in early reorienting condition of experiment 1. The results obtained that facilitation occurred with short SOA and IOR with long SOA. These results contrast with those of Wright and Richard (2000) where they reported elimination of IOR when cue had predictability of target locations. These results suggest that additional cue (here, orienting cue), which rapidly appears before extinction of IOR by prior cue, brings about double IOR. The present research demonstrates that even when attention is allocated to certain location via endogenous mechanism, rapidly repeating cues in certain location maximizes IOR that offsets the effects of endogenous attention to the same location.

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The Effect of Emotional Clarity on Social Interaction Anxiety among Senior Citizens: The Mediating Role of Self-Esteem and Self-Efficacy (노년기 정서인식명확성이 사회적 상호작용 불안에 미치는 영향: 자존감과 자기효능감의 매개효과)

  • Myung Hyun Cho;SangHee Nam
    • Science of Emotion and Sensibility
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    • v.26 no.2
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    • pp.85-102
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    • 2023
  • This study aims to examine whether emotional clarity predicts low levels of social interaction anxiety among senior citizens and to verify whether self-esteem and self-efficacy play a critical role as mediators between them. An online survey measuring emotional clarity, social interaction anxiety, self-esteem, and self-efficacy was conducted with 217 Korean senior citizens. The analysis revealed that emotional clarity in old age predicted lower social interaction anxiety. Besides, self-esteem mediated the relationship between emotional clarity and social interaction anxiety, while self-efficacy did not produce consistent results. That is, recognizing one's emotions increases one's self-esteem, which reduces social interaction anxiety, but this mediating effect could not be confirmed through self-efficacy. This result emphasizes that recognizing one's emotions in old age is an important factor in facilitating interaction with others, and shows that individuals can be comfortable in relational situations because emotional clarity increases one's self-esteem. Finally, the implications of this study and the future direction of this research area were discussed.