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Korean Emotion Vocabulary: Extraction and Categorization of Feeling Words (한국어 감정표현단어의 추출과 범주화)

  • Sohn, Sun-Ju;Park, Mi-Sook;Park, Ji-Eun;Sohn, Jin-Hun
    • Science of Emotion and Sensibility
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    • v.15 no.1
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    • pp.105-120
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    • 2012
  • This study aimed to develop a Korean emotion vocabulary list that functions as an important tool in understanding human feelings. In doing so, the focus was on the careful extraction of most widely used feeling words, as well as categorization into groups of emotion(s) in relation to its meaning when used in real life. A total of 12 professionals (including Korean major graduate students) partook in the study. Using the Korean 'word frequency list' developed by Yonsei University and through various sorting processes, the study condensed the original 64,666 emotion words into a finalized 504 words. In the next step, a total of 80 social work students evaluated and classified each word for its meaning and into any of the following categories that seem most appropriate for inclusion: 'happiness', 'sadness', 'fear', 'anger', 'disgust', 'surprise', 'interest', 'boredom', 'pain', 'neutral', and 'other'. Findings showed that, of the 504 feeling words, 426 words expressed a single emotion, whereas 72 words reflected two emotions (i.e., same word indicating two distinct emotions), and 6 words showing three emotions. Of the 426 words that represent a single emotion, 'sadness' was predominant, followed by 'anger' and 'happiness'. Amongst 72 words that showed two emotions were mostly a combination of 'anger' and 'disgust', followed by 'sadness' and 'fear', and 'happiness' and 'interest'. The significance of the study is on the development of a most adaptive list of Korean feeling words that can be meticulously combined with other emotion signals such as facial expression in optimizing emotion recognition research, particularly in the Human-Computer Interface (HCI) area. The identification of feeling words that connote more than one emotion is also noteworthy.

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A Qualitative Content Analysis of Journals for Cadaver Practice Experiences in Nursing Students (간호대학생의 카데바 실습일지에 대한 내용분석)

  • Jeong, Chu-yeong;Seo, Young-sook
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.18 no.8
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    • pp.257-264
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    • 2017
  • The purpose of this study was to identify the experiences of nursing students who used journals for cadaver practice experience. The data were collected between October 26 and October 28 2016. Participants were 20 2-year nursing students with cadaver practice experience at D College in D City. The data were collected from daily sheets by self-reporting their experiences during the cadaver practice program. The participants wrote their experiences anonymously on sheets on paper. Data were categorized and coded by using content analysis. Eight categories and 21 statements were drawn from three domains. The study revealed that participants experienced anxiety, flow, and reflection of cadaver practice. The analyzed domains were 'anxiety', 'flow', and 'reflection'. 'Anxiety' was categorized into 'worry', 'fear', and 'surprise'. 'Flow' was categorized into 'interesting', 'focusing', and 'knowing'. 'Reflection' was categorized into 'dignity' and 'appreciation'. Therefore, It is necessary to provide a group counseling program for seniors who have experienced counseling and cadaver practice for psychological support and anxiety relief of nursing students before cadaver practice. In addition, this study is expected to contribute to the development of a cadaver practice program for nursing college students.

Major Outcomes and Tasks for ICH Network Activities in Central Asia : Focusing on Case Studies and Experiences from the Recent Collaborative Work in the Region (중앙아시아 무형문화유산 네트워크 활동의 성과와 미래 - 최근 사례와 경험을 중심으로 -)

  • Park, Seong-Yong
    • Korean Journal of Heritage: History & Science
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    • v.48 no.3
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    • pp.204-219
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    • 2015
  • International society, including the United Nations, has recently been making efforts to further promote a rapprochement of cultures in relation to alleviating military and political conflicts and other social clashes. In line with these efforts at the international level, there has been a growing interest on Central Asia and, in particular, on the Silk Road, which functioned as a trade route among ancient civilizations in the region and is also seen as a route that promoted cultural dialogue and exchanges. Given the amount of cross cultural dialogue and exchange, it is no surprise that intangible cultural heritage has historically been abundant and easily found in the region. However, this heritage was placed in considerable risk because heritage transmission critically weakened for seventy years under Soviet rule. Fortunately, since independence, there has been increasing interest in restoring community identity and reviving intangible heritage. Nevertheless, in spite of this interest, a lack of policies and cultural support in each country has made heritage safeguarding difficult. In this paper, I analyze the various phenomena that took place after the concept and international trends on ICH were introduced and speak about the experiences and outcomes obtained from collaborative network projects by ICHCAP and the Central Asian countries over the last six year. In addition, I would like take this opportunity to discuss how we can understand and develop collaboration in the intangible heritage field in Central Asia in a long-term perspective.

Confucian Sino-centrism and the Peace in East Asia (유교의 중화사상(中華思想)과 동아시아의 화해 협력)

  • Lee, Sang-ik
    • The Journal of Korean Philosophical History
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    • no.54
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    • pp.185-220
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    • 2017
  • This study analyzes the behavior of China in the international context of East Asia based on the in-depth understanding of Confucian Sino-centrism. The rise of China is a dream to be realized for Chinese while actually it is regarded as new threats for the neighboring countries. It is therefore no surprise that the neighboring countries that once subordinated themselves to China voluntarily feel threatened by the resurrection of China. The reason is that China is pursuing hegemony based on China's stronger power rather than seeking culture and morality as they did in the past. The new hegemonic pattern seems not to contribute to the China's profit, only to increase the tension among North East Asia. That's because the neighboring countries are active in expanding military expenses with strengthening ties with the US. In this context, is it possible that China can rise gently without threatening the neighbors? There must be a way. It is that China will be born as a superpower with Confucian morality as the way the Confucian Sino-centrism is intended. When the neighboring countries are impressed by the way the China treats them with moral virtues, the leadership of China will be strengthened of itself. It is the most desirable way of realizing the dream of China.

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.

A Pattern Analysis on the Possibility of Near Miss Connection in Construction Sites (건설현장의 아차사고 연결가능성에 대한 패턴분석)

  • Sang Hyun Kim;Yeon Cheol Shin;Yu Mi Moon
    • Journal of the Society of Disaster Information
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    • v.19 no.1
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    • pp.216-230
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    • 2023
  • Purpose: The purpose is to prevent accidents by predicting disasters through the analysis of near-miss. Method: In this study, a near-miss literature review and data were collected at construction sites, and a questionnaire survey was conducted to use logistic regression analysis and decision tree analysis to classify the possibility of near-miss connection. Result: As a result of analyzing the effects of near-miss types on mental, physical, and safety habits and behaviors, the factor with a high influence on the body is the need for near-miss management, the type of job is electricity·information communication, and health status in order, and the mental factor is the construction scale The influence was high, and the factors with the highest influence on the habit behavior factors were analyzed in the order of experience, number of serious injuries, and occupation in order of illusion, inappropriate work instructions, and body parts. Through decision tree analysis, factors and patterns that affect the possibility of a near-miss being a surprise accident were identified. Conclusion: Construction site officials consider the observation of near-miss and mentally and physically. Specific management of the relevance of physical aspects to near-miss should be implemented, and a work environment in which serious accidents are reduced is expected through personnel allocation, work plans, work procedures and methods, and feedback so that inappropriate work instructions do not lead to near-miss.

A Study on the Staging of Scientific Imagination -History and Current Status of SF Theaters (과학적 상상력의 무대화에 대한 시론 -SF연극의 역사와 현재)

  • Jun, Jee-Nee
    • Journal of Popular Narrative
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    • v.25 no.4
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    • pp.73-108
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    • 2019
  • This paper is an attempt to discuss the history and the current state of 'SF theaters.' SF theater is still an unfamiliar genre to the public, and may surprise some, given that the stage is perceived as an insufficient space for stretching the scientific imagination. Since 2010 works that bring the scientific imagination into the theater have frequently been performed, and a recognition of SF theaters began to be established. Producers came to be absorbed in human psychology, and our isolation amidst the progress in technology, as well as in the absurdities of the world, while giving up the ideal of realistic descriptions. This became the foundation for SF theaters in South Korea today. Starting from the research history and the conceptual change in SF theaters, this study examined the status of SF dramas going back to the colonial period for SF theaters. Through inquiring into the history of SF theaters, we were able to derive the following implications and problems. Firstly, as they are based on future society or technical improvement without consideration of scientific probability or rationality, the scientific imagination is too absent for the work to be named 'SF theater.' Secondly, while being highly evaluated as an attempt to integrate science and stage in an era that emphasizes convergence, when we delve into the creativity of a material it is noticeable that the view of the world is still regressive. Thirdly, there are many cases in which scripts lean on SF classics or Japanese original works. Nevertheless, if young creators' diverse attempts in a genre can breathe with the contemporary audience desiring a new material, the foundation of a Korean-style SF theater may be expanded to include more significant work.

Analysis of the factors of the failure of the North Korean Army's Great Bypass Maneuver to Honam during the Korea War from an indirect approach strategy: Focusing on the Naval and Marine Corps' Tongyeong Amphibious Operation to Stop the "Dislocation" (간접접근전략으로 본 6·25전쟁기 북한군의 호남 방면 대우회기동 실패 요인 분석 -'교란'을 저지한 해군·해병대의 통영상륙작전을 중심으로-)

  • Choi, Ho-jae
    • Maritime Security
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    • v.6 no.1
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    • pp.109-135
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    • 2023
  • The North Korean military's maneuver toward Honam was the fastest maneuver the North Korean army had demonstrated during the Korean War, and it was a threatening attack that forced the Korean and Allied forces to fully adjust the defenses of the Nakdong River. However, when this study analyzed the North Korean military's maneuver toward Honam in terms of indirect approach strategy, there were a number of factors that inevitably led to its failure. In terms of implementing the indirect approach strategy, the North Korean military cited a number of failure factors, including the dispersion of combat forces, the inflexibility of changing the line of operation, the maneuvering of ground forces, and the lack of psychological distaction. However, the North Koreans were preparing for a final "surprise attack," in which the 7th Division, which was following the North Korean 6th Division, took another diversion and attempted to attack in the direction of Tongyeong. With this, the North Koreans intended to break through the Nakdong River defenses and head for Pusan. However, the North Korean attack was ultimately thwarted by the Korean Navy and Marine Corps' Tongyeong Amphibious Operation. With a swift maneuver using the sea as a maneuvering space, the Navy and Marine Corps occupied key points first, creating an advantageous situation and fending off an attack by the North Korean 7th Division. The Navy and Marine Corps' Tongyeong Amphibious Operation finally thwarted the North Korean military's maneuver toward Honam, thus maintaining the Nakdong River defenses.

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A Study on Lip Sync and Facial Expression Development in Low Polygon Character Animation (로우폴리곤 캐릭터 애니메이션에서 립싱크 및 표정 개발 연구)

  • Ji-Won Seo;Hyun-Soo Lee;Min-Ha Kim;Jung-Yi Kim
    • The Journal of the Convergence on Culture Technology
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    • v.9 no.4
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    • pp.409-414
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    • 2023
  • We described how to implement character expressions and animations that play an important role in expressing emotions and personalities in low-polygon character animation. With the development of the video industry, character expressions and mouth-shaped lip-syncing in animation can realize natural movements at a level close to real life. However, for non-experts, it is difficult to use expert-level advanced technology. Therefore, We aimed to present a guide for low-budget low-polygon character animators or non-experts to create mouth-shaped lip-syncing more naturally using accessible and highly usable features. A total of 8 mouth shapes were developed for mouth shape lip-sync animation: 'ㅏ', 'ㅔ', 'ㅣ', 'ㅗ', 'ㅜ', 'ㅡ', 'ㅓ' and a mouth shape that expresses a labial consonant. In the case of facial expression animation, a total of nine animations were produced by adding highly utilized interest, boredom, and pain to the six basic human emotions classified by Paul Ekman: surprise, fear, disgust, anger, happiness, and sadness. This study is meaningful in that it makes it easy to produce natural animation using the features built into the modeling program without using complex technologies or programs.

A Study on the Development of Emotional Content through Natural Language Processing Deep Learning Model Emotion Analysis (자연어 처리 딥러닝 모델 감정분석을 통한 감성 콘텐츠 개발 연구)

  • Hyun-Soo Lee;Min-Ha Kim;Ji-won Seo;Jung-Yi Kim
    • The Journal of the Convergence on Culture Technology
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    • v.9 no.4
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    • pp.687-692
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    • 2023
  • We analyze the accuracy of emotion analysis of natural language processing deep learning model and propose to use it for emotional content development. After looking at the outline of the GPT-3 model, about 6,000 pieces of dialogue data provided by Aihub were input to 9 emotion categories: 'joy', 'sadness', 'fear', 'anger', 'disgust', and 'surprise'. ', 'interest', 'boredom', and 'pain'. Performance evaluation was conducted using the evaluation indices of accuracy, precision, recall, and F1-score, which are evaluation methods for natural language processing models. As a result of the emotion analysis, the accuracy was over 91%, and in the case of precision, 'fear' and 'pain' showed low values. In the case of reproducibility, a low value was shown in negative emotions, and in the case of 'disgust' in particular, an error appeared due to the lack of data. In the case of previous studies, emotion analysis was mainly used only for polarity analysis divided into positive, negative, and neutral, and there was a limitation in that it was used only in the feedback stage due to its nature. We expand emotion analysis into 9 categories and suggest its use in the development of emotional content considering it from the planning stage. It is expected that more accurate results can be obtained if emotion analysis is performed by additionally collecting more diverse daily conversations through follow-up research.