• Title/Summary/Keyword: Emotion Factors

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Investigating the Impact of Discrete Emotions Using Transfer Learning Models for Emotion Analysis: A Case Study of TripAdvisor Reviews

  • Dahee Lee;Jong Woo Kim
    • Asia pacific journal of information systems
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    • v.34 no.2
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    • pp.372-399
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    • 2024
  • Online reviews play a significant role in consumer purchase decisions on e-commerce platforms. To address information overload in the context of online reviews, factors that drive review helpfulness have received considerable attention from scholars and practitioners. The purpose of this study is to explore the differential effects of discrete emotions (anger, disgust, fear, joy, sadness, and surprise) on perceived review helpfulness, drawing on cognitive appraisal theory of emotion and expectation-confirmation theory. Emotions embedded in 56,157 hotel reviews collected from TripAdvisor.com were extracted based on a transfer learning model to measure emotion variables as an alternative to dictionary-based methods adopted in previous research. We found that anger and fear have positive impacts on review helpfulness, while disgust and joy exert negative impacts. Moreover, hotel star-classification significantly moderates the relationships between several emotions (disgust, fear, and joy) and perceived review helpfulness. Our results extend the understanding of review assessment and have managerial implications for hotel managers and e-commerce vendors.

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.

The Effects of Hotel Employees' Emotional Intelligence and Job Engagement on Work Performance (호텔종사원의 감성지능과 직무열의가 업무성과에 미치는 영향)

  • Kwon, Na-Kyung;Lim, Seonhee
    • Culinary science and hospitality research
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    • v.22 no.7
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    • pp.22-35
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    • 2016
  • This study presents to demonstrate the relationships among emotional intelligence, job engagement, and work performance as perceived by hotel employees. For conducting analysis in this study, 380 copies of the questionnaire were distributed to the employees in deluxe hotels in Seoul and 353 copies was used for statistical analysing by using SPSS 18.0. Current stud y found that the factors of hotel employees' emotional intelligence (other's emotion, control of emotion, self-emotion, and use of emotion) have a critical effect on the concentration job engagement. In addition, the elements of job engagement (concentration and job engagement) have a significantly effect on work performance. Based on these results, the study established that hotel employees' emotional intelligence and job engagement were important elements as key factors affecting the continuous work performance of the hotel industry. Through these study results, this study provides practical implications that help hotel employees to better understand their emotional factors are critical predictor of job engagement and it will be useful information for utilizing human resources and improve their work performance.

Valence of Social Emotions' Sense and Expression in SNS (SNS내 사회감성의 어휘적 의미와 표현에 대한 유의성)

  • Hyun, Hye-Jung;Whang, Min-Cheol
    • Journal of the Korea Society of Computer and Information
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    • v.19 no.6
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    • pp.37-48
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    • 2014
  • Social emotion is being highlighted as an important factor of human life in terms of quality of communication as a variety of social networks are commonly used. To understand such social emotion, this study verifies and analyzes the significance of lexical meaning and expression of emotion basically for understanding of complex meaning of social emotion. The emotional expressions represented in SNS text messages, one of the major channel of communication, are examined in this study to create scales of meaning and expression and to understand the differences deeply. As a result of the analysis, it turned out that negative assessment factors were more than positive ones among social emotional factors while positive ones were outstandingly many in the case of social emotional expression. Social emotional factors were classified by basic emotional elements and valences while emotional expression included complex meaning and especially positive elements were dominant in general.

The Relationship between Children's Social Competence and Emotional Intelligence (유아의 사회적 능력과 정서지능과의 관계에 대한 연구)

  • Hwang, Hye Jung;Kim, Kyoung Hoe
    • Korean Journal of Child Studies
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    • v.20 no.3
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    • pp.139-151
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    • 1999
  • This study examined the factor structure of social competence and the relationship between social competence and emotional intelligence in preschool children. The subjects were 503 3- to 6-year-old children. Instruments were the Emotional Intelligence Rating Scale for Preschool Children and The Social Competence Scale. The validity and reliability of the factor structures of The Social Competence Scale were confirmed. These factors were initiative, ability, and sociability. The relationship between The Social Competence Scale and the emotional intelligence scale was highly significant (r=.29, p<.001). Three sub-factors of The Social Competence Scale were significantly related to the total emotional intelligence score. Among the six sub-factors of emotional intelligence, 5 were related to the total score of social competence. These were utilization of emotion, empathy, appraisal and expression of self emotion, relationship with teacher, and relationship with peers.

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Relative importance of factors affecting text reading time and preference(II) : Focusing on non-square form letter

  • Yi, Joon-Suk;Jin, Young-Sun;Park, Min;Lee, Jong-Hyoung
    • Proceedings of the Korean Society for Emotion and Sensibility Conference
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    • 2000.04a
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    • pp.380-384
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    • 2000
  • Effectiveness of information conveyance in reading is affected by several factors such as line length, letter size, line spacing arrangement as well as typeface itself. This study examined relative importance of these factors by asking people to read the texts that was constituted with non-square form letter and rank the preference of texts through conjoint analysis. In the case of reading time, justification was the most important factor, followed by leading, line spacing, letter width, line length, font size, font type in their order of importance. And in the case of preference decision, letter width was the most important factor, followed by font size, justification, line spacing, leading, line length, font type. The result will be useful in understanding how to consider human preference in the hangul typography.

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Development and Usability Evaluation of Fixed-base AHS Simulator

  • Cha, Doo-Won;Park, Peom
    • Proceedings of the Korean Society for Emotion and Sensibility Conference
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    • 2002.05a
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    • pp.57-62
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    • 2002
  • This study described the specification and configuration of developed fixed-base AHS (Automated Highway System) simulator fur the human factors researches, and its usability evaluation results after riding 120, 140, and 160kph automated driving speed. As the results, this study suggested the subjects' preferences and opinions about simulator and AHS configurations that would help to establish the AHS R&D plan and driver-vehicle/road interface design guidelines as the basic researches of the AHS human factors.

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The Effect of the Service Encounter Element in Korean Restaurants upon Customer's Emotion Feelings, Customer Satisfaction, and Behavioral Intention - Focused on Foreigners Living in Korea - (국내 한식당의 서비스 접점 요인이 고객감정, 고객만족도 및 행동의도에 미치는 영향 - 국내 거주 외국인 고객을 중심으로 -)

  • Lee, Sun-Lyung;Song, Min-Kyung;Kwak, Da-Young;Lee, Kyung-Jin;Jung, Hyo-Sun;Yoon, Hye-Hyun
    • Journal of the Korean Society of Food Culture
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    • v.26 no.6
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    • pp.641-648
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    • 2011
  • The two purposes of this study were to understand service encounters in Korean restaurants by foreigners living in Korea and to examine the effect of service encounters on the customer's emotion feelings, customer satisfaction, and behavioral intention. Based on the reactions of a total of 614 foreigners obtained by empirical research, this study reviews the reliability and fitness of the research model, and verifies a total of 4 hypotheses using the Amos program. The hypothesized relationships in the model were tested simultaneously using a structural equation model (SEM). The proposed model provided an adequate fit to the data: ${\chi}^2$ 683.466 (df=216), CMIN/df 3.164, RMR 0.095, GFI 0.911, AGFI 0.886, NFI 0.933, CFI 0.953, and RMSEA 0.059. As a result of empirical analysis, the physical environment, interactions with employees, and interactions with other customers were quantified as service encounter factors in Korean restaurants. These factors were indicated to have an influence on customer's emotion feelings. Also, customer's emotion feelings had a positive influence on customer satisfaction and behavioral intent. Limitations and future research are also discussed.

The Influence of Self-Related & Parental Factors on the Depression of Adolescents from a Low Social Economic Status Background (저소득층 가정 아동.청소년의 우울에 영향을 미치는 자아관련 변수와 부모관련 변수의 분석)

  • Moon, Ji-Hye;Yoon, Hye-Kyung;Park, Hye-Won
    • Journal of the Korean Home Economics Association
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    • v.49 no.6
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    • pp.57-66
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    • 2011
  • This study investigated the self-related and parental factors that influence depression in 204 adolescents from a low social economic status background. The self-related factors were self-trust and emotional regulation, and the parental factors were parental concern and domestic violence. The results showed that girls were more likely to be depressive, but had better emotional regulations and a closer relationship with their parents than boys. There was no significant difference between age groups with respect to parental concern, self-trust and emotion regulation. It was also found by regression analyses that girls' depression was predicted by both emotional regulation and parental concern while boys' depression was predicted only by self-trust. The finding suggested that intervention for boys' depression has to focus more on intrapersonal factors, but should emphasize interpersonal factors for girls.

The Development and Validity of a Scale for Measuring Mother's Reaction to Children's Negative Emotions (아동의 부정적 정서표현에 대한 어머니 반응 척도 개발과 타당화)

  • Oh, Ji Hyun
    • Korean Journal of Child Studies
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    • v.34 no.6
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    • pp.97-122
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    • 2013
  • The aim of this study was to develop and validate measures of a mother's reaction to children's negative emotions. After construct factors of a mother's reaction to children's negative emotions based on the theoretical basis and existing scales were explored, the first preliminary items were extracted. After the content validity was confirmed by expert opinions, the second preliminary items were composed, and the initial survey was carried out. Using exploratory factor analysis, three principal factors and 21 items were revealed to be most suitable. The factors of the scale consist of emotion-coaching-reactions, oversensitive reactions, and emotion-minimizing-reactions, respectively. In addition, the reliability analysis and validation analysis of the scale was conducted, by means of surveying 413 elementary students. The internal coherence reliability and test-retest reliability were verified as was the general internal coherence and timing stability of the scale. There were three additional verifications to validate the scale. (1)For the evidence based on internal structure, the confirmatory factor analysis and convergent-discriminant evidence; this resulted in confirming the factor structure of the scale as being reliable. (2)In order to understand the relationships to other variables, the correlation analysis came in effect to the overall scale and each of its sub-factors, showing that they are significantly correlated with the scale of the child's perception on rearing attitudes of the mother. (3)As for evidence based on the consequences of the test, the correlation analysis produced a result showed that sub-factors of the scale have as significant correlation with the child's emotional intelligence and resilience.