• Title/Summary/Keyword: Emotion discrimination

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A Time-Frequency Analysis of the EEG for Yes/No Response II (긍/부정 문답 관련 뇌파의 시간-주파수 분석 II)

  • 류창수;송윤선;신승철;남승훈;임태규
    • Proceedings of the Korean Society for Emotion and Sensibility Conference
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    • 2002.05a
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    • pp.114-117
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    • 2002
  • 뇌-컴퓨터 인터페이스로 활용하기 위한 시도로서, 인간의 가장 간단한 의사 표시인 긍/부정 의사와 관련한 뇌파를 측정하고 시간-주파수 분석(단시간 푸리에 변환)을 수행하였다. 반응 동작과 관련한 $\mu$파와 $\beta$파, 그리고 인지 정보 처리와 관련한 ${\gamma}$파의 시간에 따른 변화를 살펴보고 선행 결과들과 비교, 토론하였다.

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Discrimination of a Pleasant and an Unpleasant State by Linear Complexity of EEG (뇌전위의 Linear Complexity 분석에 의한 쾌, 불쾌상태의 구분)

  • 최정미;배병훈;황민철;김수용
    • Proceedings of the Korean Society for Emotion and Sensibility Conference
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    • 1998.04a
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    • pp.70-74
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    • 1998
  • Liner complexity(LC), which could quantify the modal structure, were calculated from electroencephalograms(EEGs) in four states such as a pleasant and relaxed, a pleasant and aroused, an unpleasant and relaxed, and an unpleasant and aroused state. Each state was evoke by visual stimuli of relaxed or aroused state, LC could discriminate statistically state(t-test; p<0.01). LCs in pleasant states were larger than those in unpleasant ones.

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Effect of Color and Emotional Context on Processing Emotional Information of Biological Motion (색과 정서적 맥락이 생물형운동의 정서정보처리에 미치는 영향)

  • Kim, Jejoong;Kim, Yuri;Jo, Eunui
    • Science of Emotion and Sensibility
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    • v.23 no.3
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    • pp.63-78
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    • 2020
  • It is crucial to process not only social cognitive information but also various emotional information for appropriate social interaction in everyday life. The processing of emotions embedded in social stimuli is affected by various context and external factors and the features of their own. Emotion discrimination tasks using point-light biological motion were conducted in this study to understand the factors influencing emotion processing and their effects. A target biological motion with angry or happy emotion was presented in the first task in red, green, white, or yellow color. A white angry, happy, or neutral "cue" biological motion was displayed simultaneously. Participants judged the emotion of the target relative to the cue stimulus by comparing the target with the cue. The second task used only emotionally neutral stimuli to find effect by the color itself. The results indicated an association between the specific color of the target and emotion. Red facilitated processing anger, whereas green appeared to facilitate happy emotion. The discrimination accuracy was high when the emotions of the cue and the target were identical in general, but the combination of red color and anger yielded different results compared with the rest of the conditions. Some illusory emotional responses associated with the target colors were observed in the second task. We could observe the effects of external factors in this study, affecting the emotional processing using biological motion rather than conventional face stimuli. Possible follow-up studies and clinical research were discussed.

Analysis of Cognitive Styles across Visual Discrimination Tasks (시각적 구별 과제를 통한 인지양식의 분석)

  • Soo-Young Kim;Shin-Woong Hwan;Jee-Yun Cho;Young-Woo Sohn
    • Science of Emotion and Sensibility
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    • v.7 no.2
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    • pp.163-178
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    • 2004
  • The present study identified dimensions of cognitive styles that were concerned with individual differences in cognitive processes. The results provided support for Robertson's [36] theory of cognitive processes that are independent of task. An individual's first or initial cognitive strategy may be consistent across different tasks and therefore considered their style. However, an individual's cognitive style may change after interacting with the task during a number of trials, and lead to a strategy that is particular to the task.

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Developing the Parent Play Interaction Observation Scale (PPIOS) for Toddlers (부모-영아 놀이 상호작용 관찰척도 개발을 위한 연구)

  • JiYeon Kim;MyoungSoon Kim;ShinHee Lee;JeongWon Park
    • Korean Journal of Childcare and Education
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    • v.19 no.6
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    • pp.39-54
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    • 2023
  • Objective: This study aimed to develop a parent play interaction observation scale (PPIOS-Toddler) and analyze it in terms of item discrimination, reliability, and validity. Methods: The subjects of the study were 97 toddlers and mothers. This scale consisted of three categories, six domains and 22 items on a 5-point scale. For the item discrimination of the observation scale, an independent standard t-test was conducted to analyze the significant difference in average between the upper and lower groups for each item. The reliability of the observation scale was calculated by Cronbach's α, the intra-item agreement, and the validity was examined through content validity, the correlation between subdomains and total scores, and official validity using PICCOLO. Results: In item discrimination analysis, all items exhibited differences between upper and lower groups. The overall internal agreement for the observation scale was 0.95, with factor-specific internal agreement ranging from 0.83 to 0.95. The observation scale demonstrated notable correlations between total scores and sub-factors (0.45 to 0.93) and significant correlations with PICCOLO total scores (0.66 to 0.86). Conclusion/Implications: The study successfully verified the item discrimination, reliability, and validity of the Parent Play Interaction Observation Scale (PPIOS-Toddler).

Assessment of tactile acuity by two-point discrimination and grating resolution in blind and deaf humans (시각 장애우와 청각 장애우에서 두점식별력과 격자해상능을 이용한 촉각인지능평가)

  • Park, Jin-Hee;Ryoo, Hyun-Kwang;Kim, Na-Ri;Choi, Myoung-Ae;Kim, Min-Sun;Park, Byung-Rim;Kang, Dae-Im
    • Science of Emotion and Sensibility
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    • v.14 no.4
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    • pp.537-544
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    • 2011
  • Tactile acuity was assessed in groups of control, blind, deaf, and blind caused by complication to investigate the effective tactile stimuli on tactile sensory substitution studies when tactile display is applied to persons with sensory loss of vision or hearing. Two-point discrimination and grating resolution were assessed by compass and JVP dome, respectively, in the hand, arm, neck, lumbar, and knee. In two-point discrimination by compass, control group showed the highest sensitivity in fingers among assessed body areas but did not show any significant difference between male and female. Blind group and deaf group compared to control group did not show any significant difference in fingers but showed lower sensitivity in arm and knee. In grating resolution by JVP dome, control group did not show any significant difference among five fingers as well as between male and female. Blind group showed higher sensitivity in five fingers compared to control group, but deaf group did not show any significant difference from control group. Blind caused by complication group showed lower sensitivity in two-point discrimination and grating resolution compared to control group and blind group. These results suggest that the body area and method of tactile stimulation, and difference in tactile acuity depending on underlying disease of sensory loss should be considered when tactile display is applied for sensory substitution.

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Discrimination of Three Emotions using Parameters of Autonomic Nervous System Response

  • Jang, Eun-Hye;Park, Byoung-Jun;Eum, Yeong-Ji;Kim, Sang-Hyeob;Sohn, Jin-Hun
    • Journal of the Ergonomics Society of Korea
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    • v.30 no.6
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    • pp.705-713
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    • 2011
  • Objective: The aim of this study is to compare results of emotion recognition by several algorithms which classify three different emotional states(happiness, neutral, and surprise) using physiological features. Background: Recent emotion recognition studies have tried to detect human emotion by using physiological signals. It is important for emotion recognition to apply on human-computer interaction system for emotion detection. Method: 217 students participated in this experiment. While three kinds of emotional stimuli were presented to participants, ANS responses(EDA, SKT, ECG, RESP, and PPG) as physiological signals were measured in twice first one for 60 seconds as the baseline and 60 to 90 seconds during emotional states. The obtained signals from the session of the baseline and of the emotional states were equally analyzed for 30 seconds. Participants rated their own feelings to emotional stimuli on emotional assessment scale after presentation of emotional stimuli. The emotion classification was analyzed by Linear Discriminant Analysis(LDA, SPSS 15.0), Support Vector Machine (SVM), and Multilayer perceptron(MLP) using difference value which subtracts baseline from emotional state. Results: The emotional stimuli had 96% validity and 5.8 point efficiency on average. There were significant differences of ANS responses among three emotions by statistical analysis. The result of LDA showed that an accuracy of classification in three different emotions was 83.4%. And an accuracy of three emotions classification by SVM was 75.5% and 55.6% by MLP. Conclusion: This study confirmed that the three emotions can be better classified by LDA using various physiological features than SVM and MLP. Further study may need to get this result to get more stability and reliability, as comparing with the accuracy of emotions classification by using other algorithms. Application: This could help get better chances to recognize various human emotions by using physiological signals as well as be applied on human-computer interaction system for recognizing human emotions.

F-ratio of Speaker Variability in Emotional Speech

  • Yi, So-Pae
    • Speech Sciences
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    • v.15 no.1
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    • pp.63-72
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    • 2008
  • Various acoustic features were extracted and analyzed to estimate the inter- and intra-speaker variability of emotional speech. Tokens of vowel /a/ from sentences spoken with different modes of emotion (sadness, neutral, happiness, fear and anger) were analyzed. All of the acoustic features (fundamental frequency, spectral slope, HNR, H1-A1 and formant frequency) indicated greater contribution to inter- than intra-speaker variability across all emotions. Each acoustic feature of speech signal showed a different degree of contribution to speaker discrimination in different emotional modes. Sadness and neutral indicated greater speaker discrimination than other emotional modes (happiness, fear, anger in descending order of F-ratio). In other words, the speaker specificity was better represented in sadness and neutral than in happiness, fear and anger with any of the acoustic features.

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A study on the Development of the Family Functioning Scale -On the basis of FFS developed by Tavitian et al.- (가족기능도 척도' 개발에 관한연구 -Tavitian Lubiner green grebstein Velicer의 가족기능도 척도(FFS)에 기초하여-)

  • 유영주
    • Journal of Families and Better Life
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    • v.17 no.1
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    • pp.57-72
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    • 1999
  • The purpose of this study was to develop wholistic Family Functioning Scale for Korean family bases on FFS of Tavitian et al. The data for this study was got from the sample survey of 370 mothers who had children of education period living in Seoul and kyunggi-do. The major findings were summarized as follows: 1) Through item discrimination method 34 items of the total items showed a high index ranged from .29. to .77 of discrimination coefficient 2) Factor analytic procedures selected 29 items among 34 items and extracted 4 factors(Positive Fmaily Emotion Family Communication Participation in Family Event and Sharing Family Worries) These factors accounted for 93.03% of the total variance. 3) A multiple regression analysis conducted to reduce the number of items yielded 26 items for the Family Functioning Scale 4) Internal consistency reliability for this scale showed high internal consistency(Cronbach's a= .86)

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EEG Analysis at the Moment of Yes/No Decision: Study of Spatio-Temporal Relations (긍/부정 선택 순간의 뇌파 변화 연구: 두 위치에서 측정된 뇌파의 상호관계 분석)

  • 김민준;신승철;송윤선;류창수;문성실;손진훈
    • Proceedings of the Korean Society for Emotion and Sensibility Conference
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    • 2001.05a
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    • pp.26-31
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    • 2001
  • 긍/부정 선택 실험에서 나타나는 뇌파 변화를 연구하였다. 서로 다른 위치에서 측정된 뇌파의 시공간적 상호관계를 정량화하는 변수로, 시간영역에서 계산하기 용이한 동기율(synchronization rate), 편향성(synchronization rate), 편향성(polarity), 상호상관(cross-correlation) 등의 변수를 도입하여, 긍/부정 선택 순간의 뇌파 변화를 살펴보았다. 좌우 전전두엽(Fp1, Fp2)에서 특정된 뇌파를 사용하여 계산한 동기율, 편향성의 평균과 요동폭, 상호상관 등은, 선택 순간 근처에서, 평상시에 뇌파와 통계적으로 유의미한 차이를 보였다.

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