• Title/Summary/Keyword: 슬픔정서

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Convolutional Neural Network Model Using Data Augmentation for Emotion AI-based Recommendation Systems

  • Ho-yeon Park;Kyoung-jae Kim
    • Journal of the Korea Society of Computer and Information
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    • v.28 no.12
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    • pp.57-66
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    • 2023
  • In this study, we propose a novel research framework for the recommendation system that can estimate the user's emotional state and reflect it in the recommendation process by applying deep learning techniques and emotion AI (artificial intelligence). To this end, we build an emotion classification model that classifies each of the seven emotions of angry, disgust, fear, happy, sad, surprise, and neutral, respectively, and propose a model that can reflect this result in the recommendation process. However, in the general emotion classification data, the difference in distribution ratio between each label is large, so it may be difficult to expect generalized classification results. In this study, since the number of emotion data such as disgust in emotion image data is often insufficient, correction is made through augmentation. Lastly, we propose a method to reflect the emotion prediction model based on data through image augmentation in the recommendation systems.

Mental Representation for Family in Abused Children: Focusing on Types of Child Abuse (피학대 아동의 가족에 대한 정신적 표상: 성, 연령 및 학대유형별 비교를 중심으로)

  • Kyung-Sook Lee;Jin-Ah Park;Eun Jeong Oh
    • Korean Journal of Culture and Social Issue
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    • v.14 no.3
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    • pp.1-19
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    • 2008
  • The purpose of this study is to examine the family perception according to abused children's sex, age, and abusive type. The subjects were 45 abused children including 15 physically abused, 15 neglected, and 15 physically and emotionally abused children from age 7 to 14. The results were that boys showed more noncomplient behaviors to their parents, more concerns and more rejective behaviors to examination. Girls perceived their mothers as stressors more than those of boys. School-aged children perceived their mothers as allies than those of adolescents. Adolescents showed more rejective behaviors to examination and more anger. Physically and emotionally abused children experienced more family conflicts and showed more negative resolutions, and more noncomplient behaviors than those of abused children. Neglected children showed more depressive mood than those of abused children.

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A Case Study of lower Extremity Amputation Patient (하지 절단 환자의 간호 사례 연구)

  • Cho M O
    • The Korean Nurse
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    • v.23 no.3 s.126
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    • pp.68-76
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    • 1984
  • 본 환자를 간호하면서 절단으로 인해 신체적 고통을 받고 있는 존재로서, 생각과 정서, 욕구를 지닌 존재로서의 환자를 돕고자 시도해 보았다. 신체적인 적응을 돕기 위해서 근력강화와 관절가동역증진, 통증조절, 보조기 착용을 위한 단단의 관리, 잔여관절의 변형예방에 중점을 두었다. 심리적인 적응을 돕기 위해서 환자가 절단 수술과 수술 후 변화된 신체외모를 수용하는 과정을 증시했다. 끝으로 사회적인 면에서는 의미있는 사람들의 집단속에서 존재하는 인간으로서의 환자에게 관심을 두었다. 환자의 우측 슬관절 가동역은 완전히 회복된 상태는 아니지만 목발을 이용하여 걷거나 기타 일상생활을 하는데 불편함은 없으며 앞으로 계속적인 노력을 통해 회복될 수 있을 것이다. 그의 좌측 고관절 가동역은 정상유지되고 있으며 절단부위는 보조기 착용에 적합하게 형성되어 가고 있다. 비슷한 처지에 있는 이씨환자의 도움과 환자의 독립적인 생활태도는 환자가 자신의 불구에 적응하고 일상생활에 적응하는데 많은 도움이 되었다. 협조적이고 동정적인 환자들과 의료진의 도움으로 환자는 보호된 병원환경내에서 신체적 제한점을 주목하고 자신의 불구에 적응하면서 타인들과 원만한 관계를 유지해 왔다. 그는 앞으로 사회에 돌아가서 생활하게 될 것이다. 우리 사회는 아직도 그들에 대해 편견을 가지고 있으며 직업적 교육적 의료치료적 배려가 부족한 상태이다. 사회속에서의 적응은 병원에서의 적응보다 훨씬 더 어려울 것이며 때로는 그를 좌절하게 할 것이다. 그의 신체적 결함이 자기 자신만의 책임은 아니며 어느 누구나 사고에 희생될 가능성은 있다. 사회인들이 그들에게 관심있고 수용적인 태도를 지니고 그들의 정상 요구와 인간으로서 동등하게 살아갈 권리를 인정하고 받아들인다며 좀더 쉽게 자신의 슬픔을 극복할 수 있을 것이다.

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A Research on Park Jae-sam's Sijo with Emphasis on his Methods of Creating Poetic Images and the Process of Creating New Ideas (박재삼 시조의 이미지 구현방식과 의미화 과정 연구)

  • Son, Jin-Eun
    • Sijohaknonchong
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    • v.44
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    • pp.29-56
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    • 2016
  • The purpose of this article is to shed light on the position and the importance of sijo (Korean traditional poetic form of Three-Line Stanzas) of the Korean poet Park Jae-sam among Korean sijo writers. Even though Park Jae-sam started his career as a poet writing two sijos and a poem, he began to write more poems than sijos later on. Anyway his interest in sijo writing has continued and he has served as a judge of sijo writing contests ever since. Especially in 1985, he published a collection of sijo. And each sijo writing in this collection are composed of three-line stanzas and each stanza of three lines. And each line has a rhythmic sound with a formal word formation. This article reveals that Park Jae-sam has pursued a happy unity of form and content in his sijo writings from the collection and that he has tried his hardest to realize this goal. This article notes that for this goal he puts stress on some methods of creating poetic images and the process of creating new ideas, the unity of Koreans's unique emotion of han(恨) and a sense of eternity, transcendence through ambivalent emotions, and the structure of statement mainly made of juxtaposed metaphors. And this articles also notes that as a most sincere lyric poet in the history of sijo he is much distinguished from other Korean poets in that he depicts mainly Koreans's unique emotions and their characteristics.

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The relationship between emotional empathy and depression: Focused on the mediating effect of self criticism (정서공감과 우울의 관계: 자기비난의 매개 역할을 중심으로)

  • Choi, Hyera;Han, Sumi;Kim, Hwan
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.19 no.2
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    • pp.144-154
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    • 2018
  • While depressives tend to be preoccupied with their own grief and the negative aspects, they might lack the capacity to interact with outside world. With the intention to determine whether depressives might have certain characteristics regarding empathic behavior, as behavior is highly based on responsiveness to others, we examined the relationship between emotional empathy and depression. In addition, we examined the mediating effect of self-criticism on the relationship between emotional empathy and depression. Data was collected from 146 online university students and analyzed using the correlation and multiple regression model. Results showed that perspective taking, which is the cognitive aspect of empathy, was negatively correlated with depression. Concerning the emotional aspects of empathy, both empathic responding and empathic concern were negatively correlated with depression, while personal distress was positively correlated with depression. Regression results, which set the empathy related variables as predicting variables, found perspective taking decreased depression, and personal distress enhanced depression. In addition, personal distress showed significant enhancing effect on depression and was completely mediated by self-criticism. With the result, implications and limitations of this study were discussed.

A Study about Hospice Perception of Nursing University Student (간호대학생의 호스피스 인식에 대한 조사 연구)

  • Kim, Jeong-Hee;Lim, Cheong-Hwan;Jung, Hong-Ryang
    • Journal of Digital Convergence
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    • v.12 no.2
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    • pp.391-396
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    • 2014
  • This study was conducted to be helpful to the expansion and development of hospice and to provide the basic data for Hospice palliative care by identifying the general characteristics of curriculum of hospice perception, level of perception, practice experiences, routes, times, meanings, needs, targets, supply, types, organizations, experiences, use of hospice and physical, emotional, social and spiritual aspects of hospice services. Study tools which were used in this study were composed of three sections. Survey paper is 3-point Likert scale which is composed of 6 questions of general characteristics, nominal scale of 24 questions about hospice perception and hospice service contents. Respondents can reply with 3 answers of Necessary (1), Mediocre (2), and Not necessary (3), in physical, emotional, social and spiritual aspects. Score ranges of this tool are from minimum of 24 points to maximum of 72 points and higher scores mean higher perception of Hospice. Hospice is a behavior to take care of terminal patients who are waiting for death and their family and it should be conducted physically, emotionally, socially and spiritually in order that the patients could meet their last moments of life by maintaining a high quality of life, human dignity and peace for the rest of their lives. Hospice could be mentioned to be a comprehensive care to relieve the pains and grieves of bereaved family.

Development and validation of a Korean Affective Voice Database (한국형 감정 음성 데이터베이스 구축을 위한 타당도 연구)

  • Kim, Yeji;Song, Hyesun;Jeon, Yesol;Oh, Yoorim;Lee, Youngmee
    • Phonetics and Speech Sciences
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    • v.14 no.3
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    • pp.77-86
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    • 2022
  • In this study, we reported the validation results of the Korean Affective Voice Database (KAV DB), an affective voice database available for scientific and clinical use, comprising a total of 113 validated affective voice stimuli. The KAV DB includes audio-recordings of two actors (one male and one female), each uttering 10 semantically neutral sentences with the intention to convey six different affective states (happiness, anger, fear, sadness, surprise, and neutral). The database was organized into three separate voice stimulus sets in order to validate the KAV DB. Participants rated the stimuli on six rating scales corresponding to the six targeted affective states by using a 100 horizontal visual analog scale. The KAV DB showed high internal consistency for voice stimuli (Cronbach's α=.847). The database had high sensitivity (mean=82.8%) and specificity (mean=83.8%). The KAV DB is expected to be useful for both academic research and clinical purposes in the field of communication disorders. The KAV DB is available for download at https://kav-db.notion.site/KAV-DB-75 39a36abe2e414ebf4a50d80436b41a.

Measurement of Emotional Transition Using Physiological Signals of Audiences (관객의 생체신호 분석을 통한 감성 변화)

  • Kim, Wan-Suk;Ham, Jun-Seok;Sohn, Choong-Yeon;Yun, Jae-Sun;Lim, Chan;Ko, Il-Ju
    • The Journal of the Korea Contents Association
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    • v.10 no.8
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    • pp.168-176
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    • 2010
  • Audience observing visual media with care experience lots of emotional transition according to characteristics of media. Enjoy, sadness, surprising, etc, a variety of emotional state of audiences is often arranged by James Russell's 'A circumplex model of affect' utilized on psychology. Especially, in various emotions, 'Uncanny' mentioned by Sigmund Freud is represented a sharp medium existing in a crack of clearly emotional conception. Uncanny phenomenon is an emotional state of changing from unpleasant to pleasant on an audience observing visual media is been aware of immoral media generally, therefore, because this is a positive state on a social taboo, we need to analyze with a scientific analysis clearly. Therefore, this study will organize James Russell's 'A circumplex model of affect' and uncanny phenomenon, will be progressed to establish a hypothesis about a state of uncanny on audiences observing visual media and analyze results of the physiological signals experiment based on ECG(Electronic Cardiogram), GSR(Galvanic Skin Response) signals with distribution, distance, and moving time in a circumplex model of affect.

Analyzing facial expression of a learner in e-Learning system (e-Learning에서 나타날 수 있는 학습자의 얼굴 표정 분석)

  • Park, Jung-Hyun;Jeong, Sang-Mok;Lee, Wan-Bok;Song, Ki-Sang
    • Proceedings of the Korea Contents Association Conference
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    • 2006.05a
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    • pp.160-163
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    • 2006
  • If an instruction system understood the interest and activeness of a learner in real time, it could provide some interesting factors when a learner is tired of learning. It could work as an adaptive tutoring system to help a learner to understand something difficult to understand. Currently the area of the facial expression recognition mainly deals with the facial expression of adults focusing on anger, hatred, fear, sadness, surprising and gladness. These daily facial expressions couldn't be one of expressions of a learner in e-Learning. They should first study the facial expressions of a learner in e-Learning to recognize the feeling of a learner. Collecting as many expression pictures as possible, they should study the meaning of each expression. This study, as a prior research, analyzes the feelings of learners and facial expressions of learners in e-Learning in relation to the feelings to establish the facial expressions database.

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An Evaluative Study on the School-Based Post-Suicide Crisis Intervention Program for Adolescents (청소년 자살 사후 학교중심 위기개입 프로그램에 대한 평가연구)

  • Choi, Meehee;Kwon, Jisung
    • Korean Journal of Social Welfare
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    • v.66 no.1
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    • pp.5-34
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    • 2014
  • The purpose of this study was to evaluate the school-based post-suicide crisis intervention program for adolescents. Researchers implemented the post-suicide crisis intervention program for all the students, classmate students, teachers and staff members in seven middle/high schools where the suicidal accident happened. Researchers collected data from the three participant groups using open and closed questionnaires and documents, and analysed the data applying mixed evaluative methods. Main results were as follows; First, classmates in two classrooms responded that this crisis intervention program was useful for expressing the sad feeling and mourning their friend. Second, consciousness for life respect of classmates in four classrooms increased. Third, the meaning such as the change of consciousness for life respect and psychological stability was drawn from analysis of categorizing the responses to open questionnaires. Teachers and staffs in six schools responded to questionnaires that post-suicide crisis intervention was helpful for classmate students. Based on the results, practical guidelines were suggested.

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