• Title/Summary/Keyword: Emotion-Understanding

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Analyzing Correlations between Movie Characters Based on Deep Learning

  • Jin, Kyo Jun;Kim, Jong Wook
    • Journal of the Korea Society of Computer and Information
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    • v.26 no.10
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    • pp.9-17
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    • 2021
  • Humans are social animals that have gained information or social interaction through dialogue. In conversation, the mood of the word can change depending on the sensibility of one person to another. Relationships between characters in films are essential for understanding stories and lines between characters, but methods to extract this information from films have not been investigated. Therefore, we need a model that automatically analyzes the relationship aspects in the movie. In this paper, we propose a method to analyze the relationship between characters in the movie by utilizing deep learning techniques to measure the emotion of each character pair. The proposed method first extracts main characters from the movie script and finds the dialogue between the main characters. Then, to analyze the relationship between the main characters, it performs a sentiment analysis, weights them according to the positions of the metabolites in the entire time intervals and gathers their scores. Experimental results with real data sets demonstrate that the proposed scheme is able to effectively measure the emotional relationship between the main characters.

A Study on Middle School Students' Perception on Intelligent Robots as companions. (지능형 로봇과의 공존에 대한 중학생들의 인식 조사)

  • Kim, YangEun;Kim, HyeonCheol
    • The Journal of Korean Association of Computer Education
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    • v.22 no.4
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    • pp.35-45
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    • 2019
  • How future generations perceive coexistence with intelligent robots is an important element of how SW and artificial intelligence education should be designed and conducted. This study conducted a survey of 214 first graders in middle school and looked at differences in understanding and perception of coexistence through empathy and expected problem situations depending on the type of intelligent robot. As a result of the analysis, Firstly, if the form was not explicit, it was recognized as a top-down relationship, and Second, in the case of human form, it was ready to recognize intelligent robots and communicate with them. Third, Many people were feeling Emotion in the Robot shape AI. Fourth, there was a vague sense of uneasiness about simple mechanical robots. The study is meaningful as a case study to confirm awareness of intelligent robots and needs to consider and establish awareness of whether they can coexist and live together with robots by age group as well as middle school students.

Mediation effect of career self-regulation on the relation between family strength and career decision-making difficulties (대학생의 가족건강성과 진로결정 어려움 간의 관계에서 진로자기조절의 매개효과)

  • Shin, Yun-Jeong;Jun, Joo-Ram
    • Korean Journal of Family Social Work
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    • no.56
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    • pp.105-133
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    • 2017
  • The purpose of this study was to examine the relationship between family strength and career decision-making difficulties and the mediating effect or career self-regulation. The results of the present study suggested the significance of family strength and career self-regulation in understanding career decision-making difficulties. With 172 Korean college students, there were both significant direct and indirect effects from family strength to career decision-making difficulties. Specifically, the mediation roles of career self-regulation was confirmed. Comparing the partial mediation model with full mediation model, the partial mediation model fits better with the data. These results have significant clinical implication that counseling practitioners need to address the possible influence of family strength on college student's perceived difficulties in career decision-making process and to assist students develop appropriate level of competencies of regulating one's emotion, thoughts, and behavior related to career problems.

Relationship between Negative Sexual Experience and Psychiatric Symptoms in Patients with Depression or Anxiety Disorders by Gender and Type of Negative Sexual Experience (우울 및 불안장애 환자에서 성별 및 성경험 유형에 따른 부정적 성경험과 정신과적 증상 사이의 연관성)

  • Ji, Min-A;Jeong, Bo-Ram;Chae, Jeong-Ho
    • Anxiety and mood
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    • v.15 no.2
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    • pp.77-83
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    • 2019
  • Objective : This study aims to investigate the relationship between negative sexual experience and psychiatric symptoms by gender and compare the effects of sexual assault and unwanted sexual experiences on psychiatric symptoms in patients with depression or anxiety disorders. Methods : A total of 204 respondents who have had negative sexual experiences of outpatients diagnosed with depression or anxiety disorders were evaluated with AUDIT, PSS, STAI, BDI, and SSI. Independent samples t-test was performed to compare the psychiatric symptom scale scores between male and female and identify the difference of the psychiatric symptom scale scores between those who have had sexual assault and those who have had only unwanted sexual experience. Results : There was no difference in psychiatric symptom scale scores except for AUDIT between male and female in 204 patients with negative sexual experience. There was also no significant difference in AUDIT, PSS, and STAI scores between those who experienced sexual assault and those who experienced only unwanted sexual experiences. BDI and SSI scores are significant higher in those who experienced sexual assault than those who experienced only unwanted sexual experiences. Conclusion : This suggests that male and female may have similar levels of psychiatric symptoms after experiencing negative sexual experiences. Psychiatric symptoms caused by sexual assault may have differences from the psychiatric symptoms caused by unwanted sexual experience. Understanding the differences in psychiatric symptoms according to the type of negative sexual experience may helpful to direct the therapeutic plans.

Education-neurological Understanding of Digital Learning Materials and Implications for Education (디지털 학습자료에 대한 교육신경학적 이해와 교육적 시사점)

  • Cho, Joo-Yun;Kim, Mi-Hyun
    • Journal of The Korean Association of Information Education
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    • v.24 no.6
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    • pp.539-550
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    • 2020
  • This study establishes the scientific basis for the use of digital learning materials through the education-neurological research method and derives implications for education based on education-neurological understandings. The main findings of the education-neurological analysis of digital learning materials are as follows: First, various sensory stimuli go through multiple sensory neurons and deep sections of the upper sphere and make possible the cooperative processing of information. Second, indirect experience from digital learning materials helps students understand the learning contents vividly through the mirror neuron system. Third, positive emotions originating from digital learning materials promote functions of dopamine, the reticular activating system, frontal-striatal circuit, cerebrum cortex. Based on the findings, the study suggests the following educational implications. First of all, when selecting digital learning materials, teachers should consider expression forms, learning contents, the flow of classes, and the adverse effects of digital learning materials. Next, it is effective to utilize digital learning materials in the lecture for provoking curiosity and enjoyment, maintaining interest and effort, and reviewing what students learned.

Coresidence between Unmarried Children in Established Adulthood and Older Parents in Korea: Relationship Characteristics and Associations with Life Satisfaction (35세 이상 성인자녀와 부모의 동거: 세대관계 특성과 생활 만족도의 관련성)

  • Kim, Hyeji;Lee, Jaerim
    • Human Ecology Research
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    • v.59 no.3
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    • pp.369-386
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    • 2021
  • The purpose of this study was to examine which aspects of coresident intergenerational relationships were associated with the life satisfaction of unmarried children in established adulthood and of their parents. In this study, the coresident relationship characteristics included support exchange, emotion, interference-conflict, and perceptions of coresidence. Data were collected from (a) 250 never-married adults who were 35+ years old and lived in Seoul with at least one parent aged 75 years or younger and (b) 250 older adults who were 75 years old or younger and had at least one unmarried child aged 35+ years living in the same household. Our multiple regression analysis of unmarried children showed that the adult child's financial support, the adult child's psychological reliance on parents, the parent's psychological reliance on the child, and relationship quality were significantly related to higher levels of life satisfaction. In contrast, the parent's daily interference, daily conflicts, and anticipation of future care of parents were related to lower levels of life satisfaction. Second, the characteristics that were positively associated with the parent's life satisfaction were the parent's instrumental support, relationship quality, the coresident child's daily interference, positive perceptions of intergenerational coresidence, and expectation of future care of parents. In contrast, the parent's financial support, daily conflicts with the child, and taking intergenerational coresidence for granted were negatively related to the parent's life satisfaction. This study advances our understanding of coresidence between unmarried children in established adulthood and their older parents by focusing on the multiple aspects of intergenerational coresidence.

A Study on the Relationship between Cognitive Processes and Emotion Regulations in Depression and Anxiety Disorder: Focused on the Neurocognitive Networks (우울 및 불안 장애에서의 인지적 처리와 정서조절 고찰: 신경인지 연결망을 중심으로)

  • Kim, Choong-Myung
    • Journal of Industrial Convergence
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    • v.19 no.6
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    • pp.177-186
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    • 2021
  • This review aims to propose a model that can reinterpret the abnormal and functional connections between cognitive processes and emotional regulations based on the neurocognitive networks for a comprehensive understanding of pathologic processes and treatment approach of depression and anxiety disorder. Through the processes of rebuilding the network model for depression and anxiety disorder, it was confirmed that depression can be said to be 'over-immersion in self-referencing' due to hyper-activation of default mode network (DMN), and anxiety disorders to be 'disconnection with self-referencing' due to hypo-activation of DMN. The attempts to link up between abnormal activation and pathological function of DMN which is thought to be involved in self-referential processing associated with self-consciousness and projection among neurocognitive networks may be another starting point that can afford to be suggestive in integrated interpretation and therapeutic approach to depression and anxiety disorder.

An Empirical Research on the 'Eogul' (억울 경험의 과정과 특성에 대한 실증적 연구)

  • Shinhwa Suh ;Taekyun Hur ;Min Han
    • Korean Journal of Culture and Social Issue
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    • v.22 no.4
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    • pp.643-674
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    • 2016
  • The purpose of present study is to discover the meaning of the Eogul(억울) which is known as a emotion from perceived unfairness. Even though Eogul has been mentioned as a cause of the Hwabyung in Korean culture there were few studies about it. Researchers designed two studies to provide clear understanding for this concept. In study 1, researchers conducted an open-ended questionnaire for 44 participants to deduce the cultural contexts and the whole experience on Eogul. Data were analyzed with grounded theory, the results were cross-checked by different evaluators. According to the analysis, Eogul is not only the negative feelings from the perceived unfairness, but also the motivations and behaviors to resolve the feelings. Especially, what makes Eogul culture-bounded could be related display rules on expressing emotions. We conducted study 2 to clarify the cultural attributes of Eogul in Korean culture. Variables that explain cultural differences were chosen and 123 participants were surveyed with them including the items developed for measuring Eogul. Cultural meanings and implications of Eogul were discussed with the results.

Development of the Psychology-based Curriculum for Enhancing Naturalistic Competency in the Forest Education-related Experts (산림교육전문가를 위한 심리학 기반 자연탐구역량 교육과정 개발)

  • Kim, Keun-Hyang
    • Journal of the Korea Convergence Society
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    • v.13 no.1
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    • pp.417-424
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    • 2022
  • The purpose of this study was to develop the psychology-based naturalistic competency curriculum so that forest-related experts could fully play the role of a mediator between nature(forest) and human(visitors). The curriculum was designed in three parts: a pleasant life, a wise life, and a meaningful life. Contents were focused on recognizing and naming one's senses and emotions in nature, discovering nature-related memories and Naturalistic Intelligence, experiencing the flow in nature and activating the Default Mode Network. The curriculum supplemented by expert's advice was implemented as job training for forest-related experts, and the curriculum was finally revised by examining the understanding and utilization of the participants. As a result, the curriculum in three areas of emotion, cognition, and practice was completed. It is expected that this curriculum will be upgraded through evaluation in the future so that forest-related experts can provide more qualitative service by strengthening their naturalistic competency.

Effects of Emotion Freedom Techniques on Academic Stress in Korean Medical Students: A Single-Group Pre-Post Study

  • Lee, Seung Hwan;Han, Sang Yun;Lee, Soo Jin;Chae, Han;Lim, Jung Hwa
    • Journal of Oriental Neuropsychiatry
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    • v.33 no.1
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    • pp.33-48
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    • 2022
  • Objectives: Academic stress poses a significant risk for the mental health of medical students, and a feasible group intervention program for managing academic stress is required. The purpose of this study was to examine the clinical effectiveness of emotional freedom techniques (EFT) on the mental health of Korean medical students. Methods: The class of first-year medical school students (n=36) participated in an after-school EFT group intervention program comprising six sessions (15 minutes/session, three weeks) to analyze its clinical effectiveness as a single-group test-retest clinical study. The changes in the Perceived Stress Scale (PSS), Test Anxiety Inventory (TAI), Positive and Negative Affect Schedule (PANAS), and State-Trait Anxiety Inventory (STAI) scores were examined using a paired t-test and Cohen's D at post-EFT and two-week follow-up. Results: There were significant curtailments at post-EFT and follow-up measures in TAI-Total (t=2.704 and t=3.289), TAI-Worry (t=2.297 and t=2.454), TAI-Emotionality (t=2.763 and t=3.654), PSS-Negative Perspective (t=2.659 and t=3.877), and PANAS-Negative Affect (t=2.885 and t=3.259) subscales, however not in PSS-Positive Perspective (t=-1.279 and t=-1.101) and PANAS-Positive Affect (t=0.194 and t=-0.122) subscales. The trait anxiety (t=2.227) was significantly mitigated in the post-EFT measure and the state anxiety (t=2.30) in the follow-up measure. Conclusions: The EFT group intervention alleviated test stress, negative affect, and anxiety in the Korean medical students. This study contributes to an understanding of academic stress and EFT intervention in the competitive environment of medical education.