• Title/Summary/Keyword: problem in emotion

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Half-Against-Half Multi-class SVM Classify Physiological Response-based Emotion Recognition

  • Vanny, Makara;Ko, Kwang-Eun;Park, Seung-Min;Sim, Kwee-Bo
    • Journal of the Korean Institute of Intelligent Systems
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    • v.23 no.3
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    • pp.262-267
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    • 2013
  • The recognition of human emotional state is one of the most important components for efficient human-human and human- computer interaction. In this paper, four emotions such as fear, disgust, joy, and neutral was a main problem of classifying emotion recognition and an approach of visual-stimuli for eliciting emotion based on physiological signals of skin conductance (SC), skin temperature (SKT), and blood volume pulse (BVP) was used to design the experiment. In order to reach the goal of solving this problem, half-against-half (HAH) multi-class support vector machine (SVM) with Gaussian radial basis function (RBF) kernel was proposed showing the effective techniques to improve the accuracy rate of emotion classification. The experimental results proved that the proposed was an efficient method for solving the emotion recognition problems with the accuracy rate of 90% of neutral, 86.67% of joy, 85% of disgust, and 80% of fear.

The Comparison of the Stress and Coping Methods of Cancer Patients and Their Caregivers (암환자와 가족원의 스트레스와 대처방법 차이)

  • 김희승
    • Journal of Korean Academy of Nursing
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    • v.33 no.5
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    • pp.538-543
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    • 2003
  • Purpose: The purpose of this study was to identify the stress and the coping methodes in the cancer patients and their caregivers. Method: The stress method was measured by V AS(Visual Analogue Scale). The coping methodes was measured using the modified Ways of Coping Questionnaire. The phases of patient illness consisted of Ist(initial) stage, and 2nd(recurred) stage and 3rd(terminal) stage based on Lewandowski & Jones(1988) method. The data were collected by a survey of convenience sampling of 257 cancer patients and 196 of their caregivers from two hospitals in Seoul. The data were analyzed using paired t-test, unpaired t-test. Result: The stress level of cancer patients was lower than their caregivers. The cancer patients used emotion-focused coping mode than problem-focused coping mode. The caregivers problem-focused coping mode over emotion-focused coping mode. In the problem-focused coping mode, the caregivers significantly used two coping strategies that were ‘positve cope’, ‘information seeking’ more than patients. In emotion-focused coping mode, the caregivers significantly used one coping strategies that was ‘wish’ more than patients. The patients tended to used two coping strategies that were ‘blame’ and ‘emotion expression’ more than the caregivers. Conclusion: Further study needs to be done to positively identify these coping methods and develop interventions to assist patients and their caregivers.

Interaction Effects of Stress and Coping Strategies on Adolescent Depression (청소년의 우울증에 대한 스트레스와 대처전략의 상호작용 효과)

  • Lee, Meery
    • Korean Journal of Child Studies
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    • v.27 no.5
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    • pp.67-78
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    • 2006
  • This study investigated interaction effects of stress and coping strategies on depression among middle school students. The scale created to measure coping strategies included three types of coping strategies : problem-focused, emotion-discharge, and affective-regulation. Two hundred forty-four students were selected from juniors of two middle schools in Seoul. Boys used problem-focused and affective-regulation coping strategies more than emotion-discharge coping strategies. Girls used affective-regulation coping strategies most frequently. The interaction effects of emotion-discharge coping strategies for boys and problem-focused coping strategies for girls were significant. Findings were discussed in developing coping education programs for intervention of adolescent depression.

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The Relationship of Safeguard Accomplishment Personality and Stress Coping Behavior (경호업무수행자의 성격특성과 직무스트레스 대처행동 및 대처효과의 관계)

  • Kim, Jong-Tak
    • Korean Security Journal
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    • no.6
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    • pp.255-272
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    • 2003
  • The purpose of this research is to find relationships between safeguards' personality traits and stress coping behaviors. The findings then could provide data to adapt safeguards to their duties. For that, personality traits such as sociability, stability and stress coping behaviors and the effects were investigated. In addition, cognitive aspects which were known to influence stress coping behaviors were appraised. The findings of this research are as follows, First, regarding personality traits and stress coping behaviors, the unstable and unsocial group used the emotion-focused coping style more than the stable and social group. The two groups didn't show any significant differences in the problem-focused coping style. The A-type group used both the problem-focused style and the emotion-focused style more than the B-type group. The common characteristic of the unstable, the unsociable and the A-type groups was the heavy use of avoidance behaviors of the emotion-focused coping style. Second, In the correlation between the personal traits and the stress coping effects regarding adaptability, the stability influenced stress coping effects. Third, regarding the personality traits, the coping styles and the coping effects, A-type group showed high correlation with the sociability but not with the stability. The problem-focused coping style showed high correlation with the emotion-focused style. Fourth, the cognitive appraisal on the stress causes influenced the stress coping styles but not the stress coping effects. Fifth, the cognitive appraisal on the same stress causes didn't show any significant differences among the personality traits.

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Single Mothers' Stress and Psychological Well-being (편모의 스트레스와 심리적 복지)

  • 김경신
    • Journal of the Korean Home Economics Association
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    • v.36 no.2
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    • pp.19-34
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    • 1998
  • The purposes of this article were to find the general trends of single mothers' stressor, self-esteem, family resources, coping, stress and psychological well-being, and to test a causal model of family resources, coping and stress influencing on psychological well-being. The data were analyzed from the 283 single mothers living in Kwang-ju. The major findings were as follows; 1. Scores of single mothers' stress, family resources were lower than median. But scores of single mothers' stressor, self-esteem, coping, life satisfaction and depression were higher than median. Their problem-focused coping scores were higher than emotion-focused coping. 2. Single mothers' life satisfaction were directly affected by self-esteem, family resources, problem-focused coping and stress, and were indirectly affected by stressor, emotion-focused coping. Single mothers' depression were directly influenced by self-esteem, family resources, emotion-focused coping, problem-focused coping and stress, and were indirectly influenced by stressor.

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Effects of Intervention Using PARO on the Cognition, Emotion, Problem Behavior, and Social Interaction of Elderly People with Dementia

  • Koh, In Soon;Kang, Hee Sun
    • Research in Community and Public Health Nursing
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    • v.29 no.3
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    • pp.300-309
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    • 2018
  • Purpose: This study aims to investigate the effects of intervention using the therapeutic robot, PARO, on the cognition, emotion, problem behavior, and social interaction of elderly people with dementia. Methods: A nonequivalent control group pretest-posttest design was used. A total of 33 elderly people with dementia living in a nursing home facility participated in the study, with 17 in the experimental group and 16 in the control group. The intervention program with PARO was administered twice a week for 6 weeks, for a total of 12 sessions. Data were collected before and after intervention, using a questionnaire, direct observation, and video recording. Results: There were statistically significant differences in positive emotions and problem behaviors between the groups. The experimental group demonstrated a significant improvement in social interaction. Conclusion: PARO intervention can be utilized as an effective nursing intervention to increase positive emotions and social interaction, as well as decrease problem behaviors, in elderly people with dementia living in nursing home facilities.

The Effects of Peer Attachment and Emotion Regulation Style on Adolescents' Depression (또래 애착과 정서조절 양식이 청소년의 우울에 미치는 영향)

  • Yoo An-Jin;Lee Jum-Sug;Jung Hyun-Sim
    • Journal of Families and Better Life
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    • v.24 no.1 s.79
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    • pp.31-41
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    • 2006
  • This study was to investigate differences in peer attachment, emotion regulation style and depression perceived by adolescents according to age and gender of adolescents. Also, aim that identifies variables which have influences on adolescents' depression. The subjects were 2279 middle and high school students(male 1150, female 1129) who live in Seoul and Kyonggi. All respondents answered by self-report questionnaire. The scales of emotion regulation style consist of three parts: support-seeking, avoidance/distraction, and active problem-solving. Data were analyzed by two-way ANOVA, t-tset and stepwise multiple regression. The major findings were as follows. First, older male and female adolescents perceived less peer attachment than younger adolescents. Specially female adolescents showed more differences between older adolescents and younger adolescents. Second, male adolescents showed more avoidance/distraction style and active problem-solving style but less support-seeking style than female adolescents. Third, older adolescents perceived more depression than younger adolescents. Fourth, peer attachment, age, avoidance/distraction style, active problem-solving style, support-seeking style and gender had a significant effect on adolescents' depression. In other words, adolescents who had more avoidance/distraction style and support-seeking style, who had less peer attachment and active problem-solving style, who had more avoidance/distraction style and support-seeking style, who had less peer attachment and active problem-solving style, who was older adolescents than younger adolescents, and who was female adolescents than male adolescents perceived more depression. The study results suggest that the degree of peer attachment was the most powerful predictor of adolescents' depression.

A Study on Yuasa Yasuo's Meridian Theory (유아사 야스오(탕천태웅(湯淺泰雄))의 경락학설(經絡學說)에 대(對)한 소고(小考))

  • Song, Seok-Mo;Lee, Sang-Ryong
    • Korean Journal of Acupuncture
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    • v.27 no.4
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    • pp.25-34
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    • 2010
  • Objective : This paper introduces a unique meridian theory developed by Japanese philosopher Yuasa Yasuo. Method : His meridian theory is well organized in his philosophy, so we systematically review his major works and philosophy from which we systematize his meridian theory. And we critically examine it with current studies. Results and Conclusions : He tried to overcome Cartesian mind-body dualism by Eastern thought and newly developing neurophysiology. He articulated "body scheme" from human information systems, primarily nervous system and meridian system, which regulate physiological functions. It consists of 1st external sensory motor circuit, 2nd circuit of coenesthesis, 3rd emotion-instinct circuit and 4th circuit of unconscious quasi-body. Meridian system is the 4th circuit, through which he thought various affect(emotion) flows. Based on the relationship of emotion-autonomic nervous system- meridian-skin, he tried to confirm the existence of meridian system. His theory illuminates mind-body problem and emotion-meridian relationship in traditional East Asian medicine.

Improved Two-Phase Framework for Facial Emotion Recognition

  • Yoon, Hyunjin;Park, Sangwook;Lee, Yongkwi;Han, Mikyong;Jang, Jong-Hyun
    • ETRI Journal
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    • v.37 no.6
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    • pp.1199-1210
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    • 2015
  • Automatic emotion recognition based on facial cues, such as facial action units (AUs), has received huge attention in the last decade due to its wide variety of applications. Current computer-based automated two-phase facial emotion recognition procedures first detect AUs from input images and then infer target emotions from the detected AUs. However, more robust AU detection and AU-to-emotion mapping methods are required to deal with the error accumulation problem inherent in the multiphase scheme. Motivated by our key observation that a single AU detector does not perform equally well for all AUs, we propose a novel two-phase facial emotion recognition framework, where the presence of AUs is detected by group decisions of multiple AU detectors and a target emotion is inferred from the combined AU detection decisions. Our emotion recognition framework consists of three major components - multiple AU detection, AU detection fusion, and AU-to-emotion mapping. The experimental results on two real-world face databases demonstrate an improved performance over the previous two-phase method using a single AU detector in terms of both AU detection accuracy and correct emotion recognition rate.

Analysis of Indirect Uses of Interrogative Sentences Carrying Anger

  • Min, Hye-Jin;Park, Jong-C.
    • Proceedings of the Korean Society for Language and Information Conference
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    • 2007.11a
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    • pp.311-320
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    • 2007
  • Interrogative sentences are generally used to perform speech acts of directly asking a question or making a request, but they are also used to convey such speech acts indirectly. In the utterances, such indirect uses of interrogative sentences usually carry speaker's emotion with a negative attitude, which is close to an expression of anger. The identification of such negative emotion is known as a difficult problem that requires relevant information in syntax, semantics, discourse, pragmatics, and speech signals. In this paper, we argue that the interrogatives used for indirect speech acts could serve as a dominant marker for identifying the emotional attitudes, such as anger, as compared to other emotion-related markers, such as discourse markers, adverbial words, and syntactic markers. To support such an argument, we analyze the dialogues collected from the Korean soap operas, and examine individual or cooperative influences of the emotion-related markers on emotional realization. The user study shows that the interrogatives could be utilized as a promising device for emotion identification.

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