• Title/Summary/Keyword: Emotional States

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SOM(State of Mind) Model for Emotional Judgement Asymmetry between Positive and Negative Information (감성판단에 대한 SOM(States of Mind) 모형 : 긍정적/부정적 정보의 비대칭성)

  • 임승락;김지혜
    • Science of Emotion and Sensibility
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    • v.4 no.2
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    • pp.69-77
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    • 2001
  • Positively biased asymmetry between positive and negative cognition is the basic assumption of heuristic human functioning. This article describes the SOM(states of mind) model for emotional judgement, a psycho-mathematical model built on affective-cognitive assessment research on the balance of positive and negative thoughts and feelings. The SOM model suggests that subjects on the average choose a positive over a negative pole with the probability 0.62 and the precise value of this constant coincides with algebraic “golden section”  .618:.382. Statistical analyses of 32 normal subjects shows that the mean of SOM ratios of self-referent judgement and incidental recall task for positive/negative emotional words are .62(SD=.08) and .58(SD=.4). Also, the SOM ratios are significantly correlated with self-referent judgement for positive/negative emotional words. Implications of cognitive balance and future research directions for emotional science are discussed.

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Hi, KIA! Classifying Emotional States from Wake-up Words Using Machine Learning (Hi, KIA! 기계 학습을 이용한 기동어 기반 감성 분류)

  • Kim, Taesu;Kim, Yeongwoo;Kim, Keunhyeong;Kim, Chul Min;Jun, Hyung Seok;Suk, Hyeon-Jeong
    • Science of Emotion and Sensibility
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    • v.24 no.1
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    • pp.91-104
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    • 2021
  • This study explored users' emotional states identified from the wake-up words -"Hi, KIA!"- using a machine learning algorithm considering the user interface of passenger cars' voice. We targeted four emotional states, namely, excited, angry, desperate, and neutral, and created a total of 12 emotional scenarios in the context of car driving. Nine college students participated and recorded sentences as guided in the visualized scenario. The wake-up words were extracted from whole sentences, resulting in two data sets. We used the soundgen package and svmRadial method of caret package in open source-based R code to collect acoustic features of the recorded voices and performed machine learning-based analysis to determine the predictability of the modeled algorithm. We compared the accuracy of wake-up words (60.19%: 22%~81%) with that of whole sentences (41.51%) for all nine participants in relation to the four emotional categories. Accuracy and sensitivity performance of individual differences were noticeable, while the selected features were relatively constant. This study provides empirical evidence regarding the potential application of the wake-up words in the practice of emotion-driven user experience in communication between users and the artificial intelligence system.

Factors Influencing the Emotional State of Patients with Lymphedema (림프부종 환자의 정서상태와 관련요인)

  • Jung Hyang-Mi;Cho Myung-Ok
    • Journal of Korean Academy of Nursing
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    • v.36 no.5
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    • pp.845-852
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    • 2006
  • Purpose: The purpose of this study was to investigate the emotional state and related factors in patients with lymphedema. Methods: The subjects of this study consisted of 95 patients with lymphedema at 8 hospitals in Busan and Seoul. Data was collected by a self-administered questionnaire between March 2001 to December 2001. Data was analyzed by Pearson correlation coefficient, and stepwise multiple regression using SPSS Win 12.0. Results: The mean score of the emotional state of the subjects was 3.06; of their physical symptoms, 1.84; of their Activities of Daily Living(ADLs), 2.30; and of their social activities, 3.67. The emotional states of lymphedema patients correlated with their physical symptoms, their ADLs, and their social activities. The Factor influencing the emotional state of the subjects was social activities. Conclusion: These results suggest that a negative emotional state is very common in patients with lymphedema, to which appropriate attention should be given. Rehabilitation programs must be implemented to improve lymphedema patients' emotional state, physical symptoms, ADLs, and social activities.

The Influence of Restrictions toward Online Game Misbehavior on Users' Emotional States and Intention to Reuse (온라인 게임 부정사용 억제가 감정과 재사용의도에 미치는 영향에 관한 연구)

  • Yang, Chang-Gyu;Huang, Yunchu;Hwang, Yousub
    • Asia-Pacific Journal of Business Venturing and Entrepreneurship
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    • v.10 no.3
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    • pp.111-121
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    • 2015
  • Owing to the wide distribution of smart devices, more people enjoy online games. Previous research related to online game has mainly focused on the factors that increase users' intention to reuse and less focused on the influence of restrictions toward online game misbehavior. This study proposes a research model that considers factors that either increase or decrease the use of online games and presents the outcomes. The research results showed that: (1) Restriction policy had no impact on online game users' feelings of pleasure and arousal. (2) Restriction system had negative impact on users' feelings of pleasure and arousal. (3) In an environment where online game misbehavior was restricted, users' emotional states still had positive influence on users' intention to reuse. This research results implies that in order to lead to healthy online game environment, compared to repressive and systematic restriction methods, it is preferable to establish restriction policies that have no negative impact on users' emotional states and to change users' perception through education, so to achieve successful restrictions toward online game misbehavior without jeopardizing revitalization of online game industry.

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The comparative study of activity ability of daily livings, body pain and emotional states between elders living alone and those living with others (독거노인의 생활활동능력과, 신체통증과 정서상태에 관한 비교연구)

  • Shin, Young-Seok;Kim, Woo-Seop;Shin, I-Su;Choi, D.K.;Chae, Seon-Ah;Jung, Duk-Young;Kim, Kyu-Ho
    • Journal of rehabilitation welfare engineering & assistive technology
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    • v.12 no.1
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    • pp.29-37
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    • 2018
  • In this research, one's ability to perform activities of daily living, body pain, and emotional states of elders who live alone and elders who live with others were compared to investigate which factors affect senior's health state. The data was collected from 88 seniors and analyzed for the comparison. Compared to seniors who live with others, elders who live alone had lower activity of daily livings, stronger body pain, and instability in emotional states. These 3 aspects showed a statistical significance of correlation. As a result of further analysis, not only residential types(living alone or living with others), but also life pattern(indoor or outdoor) is affected on the results. It is expected that the results of this research could be used as basic data for physiological index to evaluate senior's health state and care service for seniors who live alone.

College Students' Perspectives on How Emotions Affect their Learning Motivation and Academic Performance

  • Pyong Ho Kim
    • International Journal of Advanced Culture Technology
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    • v.12 no.2
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    • pp.190-195
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    • 2024
  • This study aimed to investigate types of emotional experiences that college students undergo, particularly those affecting learning motivation and academic performance. To this end, six college students residing in Seoul, South Korea participated in a series of 'focus-group interview (FGI)' sessions in which in-depths discussions took place. The researcher attempted to draw the participant students' opinions and ideas as they made interactions with each other. Three participants were placed in each of two groups, and each group had approximately 90-minutes-long sessions. The results showed that positive emotions, such as joy and enthusiasm, can increase learning motivation and academic achievement, while negative emotions such as anxiety and stress can hinder them. The findings also highlight that students actively employ coping strategies to manage negative emotions. Moreover, the study underscores students' desire for improved emotional support from instructors, indicating a gap between their expectations and the actual emotional care provided in educational settings. Relevant issues are discussed for future suggestions.

Emotional Intelligence across Cultures: The Relationship between Emotional Intelligence and Cultural Distance (문화와 정서지능 : 정서지능과 문화적 거리의 관계를 중심으로)

  • Moon, Tae-Won
    • Management & Information Systems Review
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    • v.29 no.2
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    • pp.119-151
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    • 2010
  • This study focuses on the workplaces of two distinct nations, the United States and Korea, to ascertain the impact of culture on emotional intelligence (EI). This paper examines if EI is dependant on culture by finding significant variances of emotional responses under a given situation. The results suggest that EI is significantly impacted by national culture. In addition, this study investigates the relationship between cultural distance and EI by using the secondary data of 19,402 participants across 13 nations. The results demonstrate that only power distance among Hofstede's dimensions has significant effect on EI.

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Psychodynamics of Investments: Study on 'Fear' and 'Love' Among Financially Literate Investors in India

  • SHOLLAPUR, M.R.;PATTED, Shridevi;PRASAD, Dev
    • The Journal of Asian Finance, Economics and Business
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    • v.9 no.2
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    • pp.395-407
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    • 2022
  • This study examines the emotional undercurrents of individual investors. Earlier finance theory was based on the assumption that investors would act rationally. According to the findings, it is the investors' collective expectations and anxieties that have an impact on their investment fortunes. This necessitates a high level of emotional stability on the side of the investors. Investors must have a firm foundation in financial literacy to have the requisite level of emotional stability. This study aims to add to existing theory and practice by analyzing whether investors who have received business-related education are less emotional than those who have not. For the survey inquiry of individual investors, 'fear' and 'love' are considered among the emotional undercurrents of individual investors. The research is based on a survey of 875 individual investors in India, 342 of whom had a business background and the others have none. It has been discovered that no investor, regardless of their level of business education, is emotion-free. Investors with and without a business education display emotional stability in many behavioral aspects of fear and love to varying degrees.

Non-Suicidal Self-Injury and Emotional Dysregulation in Male and Female Young Adults: A Qualitative Study

  • Daphnee Thomas;Celine Bonnaire
    • Journal of the Korean Academy of Child and Adolescent Psychiatry
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    • v.34 no.3
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    • pp.159-168
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    • 2023
  • Objectives: Non-suicidal self-injury (NSSI) has been theoretically, clinically, and empirically associated with emotional dysregulation. NSSI is a means of regulating emotional states, particularly negative emotions. However, empirical studies on this topic are scarce and the literature lacks qualitative research on individuals' perceptions and comprehension of the function of self-injury. Thus, this qualitative study aimed to provide novel insights into the relationship between NSSI and emotional dysregulation in young adults. Methods: Twelve participants (mean age=22.7 years, 9 females and 3 males) from different support groups and a healthcare center participated in semi-structured interviews on NSSI-related emotional processes. Three aspects were investigated: reasons for NSSI, function of NSSI, and emotions. Each interview was voice recorded and typically lasted between 20 and 40 minutes. All responses were analyzed using thematic analysis. Results: Four major themes were identified. The results showed that NSSI had both intrapersonal and interpersonal functions, within which emotional regulation played a significant role. NSSI was also used to regulate positive emotions. The results also showed a sequence of emotions among the participants, going from feeling overwhelmed to feeling relatively calm but guilty. Conclusion: NSSI has several functions for the same individual. Thus, it would be interesting to provide integrative therapy, such as emotion-focused therapy, which focus on improving intrapersonal and interpersonal emotion regulation skills and strategies.

How to Express Emotion: Role of Prosody and Voice Quality Parameters (감정 표현 방법: 운율과 음질의 역할)

  • Lee, Sang-Min;Lee, Ho-Joon
    • Journal of the Korea Society of Computer and Information
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    • v.19 no.11
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    • pp.159-166
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    • 2014
  • In this paper, we examine the role of emotional acoustic cues including both prosody and voice quality parameters for the modification of a word sense. For the extraction of prosody parameters and voice quality parameters, we used 60 pieces of speech data spoken by six speakers with five different emotional states. We analyzed eight different emotional acoustic cues, and used a discriminant analysis technique in order to find the dominant sequence of acoustic cues. As a result, we found that anger has a close relation with intensity level and 2nd formant bandwidth range; joy has a relative relation with the position of 2nd and 3rd formant values and intensity level; sadness has a strong relation only with prosody cues such as intensity level and pitch level; and fear has a relation with pitch level and 2nd formant value with its bandwidth range. These findings can be used as the guideline for find-tuning an emotional spoken language generation system, because these distinct sequences of acoustic cues reveal the subtle characteristics of each emotional state.