• 제목/요약/키워드: Emotional Technology

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Stylized Image Generation based on Music-image Synesthesia Emotional Style Transfer using CNN Network

  • Xing, Baixi;Dou, Jian;Huang, Qing;Si, Huahao
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제15권4호
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    • pp.1464-1485
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    • 2021
  • Emotional style of multimedia art works are abstract content information. This study aims to explore emotional style transfer method and find the possible way of matching music with appropriate images in respect to emotional style. DCNNs (Deep Convolutional Neural Networks) can capture style and provide emotional style transfer iterative solution for affective image generation. Here, we learn the image emotion features via DCNNs and map the affective style on the other images. We set image emotion feature as the style target in this style transfer problem, and held experiments to handle affective image generation of eight emotion categories, including dignified, dreaming, sad, vigorous, soothing, exciting, joyous, and graceful. A user study was conducted to test the synesthesia emotional image style transfer result with ground truth user perception triggered by the music-image pairs' stimuli. The transferred affective image result for music-image emotional synesthesia perception was proved effective according to user study result.

중국 IT기업의 종업원 감성지능이 직무만족에 미치는 영향에 관한 연구 : 조직문화인식을 매개효과로 (The Effect of Emotional Intelligence on Job Satisfaction in China IT Corporation : The Mediating Effect of Organization Culture Awareness)

  • 최수형;안나
    • 한국IT서비스학회지
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    • 제15권1호
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    • pp.179-195
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    • 2016
  • Popular business magazines continue to highlight the employee's emotional intelligence in the organization. The purpose of this study is to explore a mediation mechanism of the relationship between emotional intelligence and job satisfaction in China IT corporation. For this, this study focused on examining the influential relationship between employee's emotional intelligence, Awareness of Self-Emotion, Awareness of other-Emotion, Emotion management, Emotion Control and job satisfaction and the mediating effect of organization culture awareness upon the relationship. Study findings are as follows : First, China IT corporation employee emotional intelligence has a significant positive(+) effect on job satisfaction and is partially supported organization culture awareness. Second, organization culture awareness has partially mediated effect on relationship between emotional intelligence and job satisfaction. In this study, the more employee's emotional intelligence have a positive impact on job satisfaction and organizational culture. We can designing a support program that emotional intelligence and organization culture awareness for China IT corporation employees will have direct influence upon job satisfaction. Employee's great talent to make good use of elements of emotional intelligence that promote the work environment and their's condition and the relationship between employee and employee.

감정 온톨로지 기반의 영화 추천 기법 (A Movie Recommendation Method based on Emotion Ontology)

  • 김옥섭;이석원
    • 한국멀티미디어학회논문지
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    • 제18권9호
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    • pp.1068-1082
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    • 2015
  • Due to the rapid advancement of the mobile technology, smart phones have been widely used in the current society. This lead to an easier way to retrieve video contents using web and mobile services. However, it is not a trivial problem to retrieve particular video contents based on users' specific preferences. The current movie recommendation system is based on the users' preference information. However, this system does not consider any emotional means or perspectives in each movie, which results in the dissatisfaction of user's emotional requirements. In order to address users' preferences and emotional requirements, this research proposes a movie recommendation technology to represent a movie's emotion and its associations. The proposed approach contains the development of emotion ontology by representing the relationship between the emotion and the concepts which cause emotional effects. Based on the current movie metadata ontology, this research also developed movie-emotion ontology based on the representation of the metadata related to the emotion. The proposed movie recommendation method recommends the movie by using movie-emotion ontology based on the emotion knowledge. Using this proposed approach, the user will be able to get the list of movies based on their preferences and emotional requirements.

인터랙티브 캐릭터의 감정표현 기술 사례분석 (A Case Study on Emotional Expression Technology of Interactive Character)

  • 안성혜;송수미;성민영;백선욱
    • 한국콘텐츠학회:학술대회논문집
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    • 한국콘텐츠학회 2009년도 춘계 종합학술대회 논문집
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    • pp.197-203
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    • 2009
  • 디지털 기반의 커뮤니케이션 환경에서 점차 사용자가 상호작용이 가능한 커뮤니케이션을 원하게 되고, 사용자 중심의 감정표현 도구가 필요하게 되면서 다양하게 개인화된 감정표현이 가능한 인터랙티브 캐릭터를 개발할 필요성이 대두되고 있다. 본 연구는 개인화된 감정표현이 가능한 인터랙티브 캐릭터를 개발하고, 이를 활용하여 감성콘텐츠를 제작하기 위한 감정표현 기술개발의 방향성을 제시하고자 하는 목적을 가진다. 이를 위해 얼굴표정을 중심으로 감정을 표현하는 기술이 어떻게 구현되고 있으며, 감정표현 도구로서 인터랙티브 캐릭터의 개발 방향은 무엇인지를 사례분석을 통해 살펴보고자 한다.

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한식 가정간편식(home meal replacement)에 대해 도출된 중국인과 한국인의 감정 용어 비교 (Comparison of emotional terms elicited for Korean home meal replacement between Chinese and Koreans)

  • 김선호;홍재희
    • 한국식품과학회지
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    • 제52권2호
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    • pp.172-176
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    • 2020
  • 그룹 인터뷰를 통해 도출된 총 24개의 감정 용어 중 한국인과 중국인 결과 모두에서 대부분의 감정 용어가 긍정적 정서가를 가졌고, 중국인과 한국인에게 유사한 정서가를 유발하였으나, 몇몇 용어에서 정서가와 각성가의 차이가 나타났다. 그러나 한 국가에서 부정적 정서가나 낮은 각성가를 가지는 용어가 다른 국가에서 긍정적 정서가나 높은 각성가를 가지는 정반대의 평가 결과는 나타나지 않았다. 본 연구에서 동일한 의미를 가지는 단어에 대해 국가 별로 정서가/각성가가 다르게 나타났으므로, 향후 평가를 통해 도출된 감정 결과에 대한 해석을 할 때 이러한 부분들이 반영되어야 할 것으로 생각된다.

간호대학생이 지각한 부모의 양육태도가 감성지능, 문제해결능력에 미치는 영향 (The Effect of Perceived Parenting Attitude on Emotional Intelligence and Problem-solving Ability of Nursing Stuents)

  • 김향수
    • 한국응용과학기술학회지
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    • 제39권2호
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    • pp.169-181
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    • 2022
  • 본 연구는 간호대학생이 지각한 부모의 양육태도, 감성지능, 문제해결능력의 변수 간 관계를 파악하고 간호대학생이 지각한 부모의 양육태도가 감성지능, 문제해결능력에 미치는 영향을 조사하기 위한 서술연구이다. 연구대상자는 C도 J대학교에 재학 중인 간호대학생을 대상으로 2021년 11월 29일~12월 13일까지 총 2주 동안 총 134부를 회수하여 그 중 126부의 자료를 SPSS/WIN 22.0 program을 이용하여 분석하였다. 연구결과, 부모의 양육 태도 중 애정적 양육태도가 감성지능(𝛽=.349, p=.001), 문제해결능력(𝛽=.255, p=.018)에 영향을 미치는 것으로 나타났으며 각각 25.1%, 22.3%의 설명력을 보였다. 따라서 부모를 대상으로 교육할 때 부모의 양육태도 중 애정적 양육태도가 미래 간호사인 자녀의 감성지능과 문제해결능력을 향상시키는데 중요한 요소임을 알리고 바람직한 부모 역할 수행을 위한 부모교육의 기초 자료로 활용할 수 있겠다.

바이오센서 기반 특징 추출 기법 및 감정 인식 모델 개발 (Development of Bio-sensor-Based Feature Extraction and Emotion Recognition Model)

  • 조예리;배동성;이윤규;안우진;임묘택;강태구
    • 전기학회논문지
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    • 제67권11호
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    • pp.1496-1505
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    • 2018
  • The technology of emotion recognition is necessary for human computer interaction communication. There are many cases where one cannot communicate without considering one's emotion. As such, emotional recognition technology is an essential element in the field of communication. n this regard, it is highly utilized in various fields. Various bio-sensor sensors are used for human emotional recognition and can be used to measure emotions. This paper proposes a system for recognizing human emotions using two physiological sensors. For emotional classification, two-dimensional Russell's emotional model was used, and a method of classification based on personality was proposed by extracting sensor-specific characteristics. In addition, the emotional model was divided into four emotions using the Support Vector Machine classification algorithm. Finally, the proposed emotional recognition system was evaluated through a practical experiment.

피부전문가들이 경험한 고객 불량행동이 감정부조화 및 서비스 사보타주에 미치는 영향 (The Effects of Emotional Dissonance and Service Sabotage on Skin Experts Who Have Experienced Inappropriate Customer Behavior)

  • 성영환;이영조
    • 한국응용과학기술학회지
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    • 제38권6호
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    • pp.1493-1501
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    • 2021
  • 본 연구의 목적은 피부전문가들이 경험한 고객 불량행동이 감정부조화 및 서비스 사보타주에 미치는 영향에 관한 연구이다. 연구의 목적달성을 위해 서울. 경기지역 피부전문가 383명을 연구대상으로 선정하였다. 분석방법은 빈도분석, 요인분석, 신뢰도분석, 상관관계분석, 다중회귀분석을 실시하였으며, 이와 같은 연구절차를 거쳐 다음과 같은 연구결과를 도출하였다. 고객 불량행동이 감정부조화에 정적(+)상관관계가 나타났고, 감정부조화의 감정억제가 서비스사보타주에 영향을 미치는 것으로 나타났다.

대본 내용에 의한 정서음성 수집과정의 정규화에 대하여 (Normalization in Collection Procedures of Emotional Speech by Scriptual Context)

  • 조철우
    • 대한음성학회:학술대회논문집
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    • 대한음성학회 2006년도 춘계 학술대회 발표논문집
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    • pp.123-125
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    • 2006
  • One of the biggest problems unsolved in emotional speech acquisition is how to make or find a situation which is close to natual or desired state from humans. We proposed a method to collect emotional speech data by scriptual context. Several contexts from the scripts of drama were chosen by the experts in the area. Context were divided into 6 classes according to the contents. Two actors, one male and one female, read the text after recognizing the emotional situations in the script.

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중환자실 간호사의 감정노동과 직무만족도 관계에서 회복탄력성의 조절 및 매개효과 (Resilience as a Moderator and Mediator of the Relationship between and Emotional Labor and Job Satisfaction among Nurses working in ICUs)

  • 변미림;이윤미;박효진
    • 중환자간호학회지
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    • 제12권3호
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    • pp.24-34
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    • 2019
  • Purpose : The purpose of this study was to identify the moderating and mediating effects of resilience in the relationship between emotional labor and job satisfaction among nurses working in intensive care units (ICUs). Method : The participants were 144 ICU nurses from three university hospitals. Data were collected using structured questionnaires and analyzed by t-test, ANOVA, $Scheff{\acute{e}}$ test, Pearson correlation coefficients, and multiple regression analysis, using SPSS 25.0. The mediating effect of resilience in the relationship between emotional labor and job satisfaction was analyzed by multiple regression analysis according to Baron and Kenny's procedure. Results : Statistically significant negative correlations were found between emotional labor and resilience (r=-.21, p<.014) and between emotional labor and job satisfaction (r=-.34, p<.001). A significant positive correlation was found between resilience and job satisfaction (r=.31 p<.001). A partial mediating effect by resilience was found between emotional labor and job satisfaction (Z=-2.11, p=.034), but no moderating effect was found. Conclusion : To improve the job satisfaction of ICU nurses, evaluation of their emotional labor, resilience, and interventions are necessary to alleviate emotional labor and improve resilience.