• Title/Summary/Keyword: 인지-감정

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Correlation Analysis Between Online Public Opinion and Stock Price (SNS 여론과 주가지수의 상관관계 분석)

  • Hyun-Ji Kim;Sung-Ju Oh
    • Proceedings of the Korea Information Processing Society Conference
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    • 2023.05a
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    • pp.394-395
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    • 2023
  • "이성적이며 이상적인 합리적 인간"을 가정하는 기존 경제학의 이론이 항상 실제 상황과 일치하지는 않는 것으로 알려져 있다. 이의 대안으로 나온 행동경제학은, 인간의 경제적 의사결정에 심리, 인지, 감정, 사회문화적 배경 등이 영향을 미친다고 본다. 본 연구에서는 행동경제학에 의거하여, 개인의 감정과 경험이 경제적 의사결정에 영향을 미치는지 여부를 빅데이터 모델을 활용하여 분석하였다. SNS 여론으로는 Reddit, 주가지수로는 S&P 500 을 선정하였다. 수집한 텍스트 데이터를 전처리와 감정분석을 통해 독립변수 값으로 사용했고, 주가지수 등락의 방향성을 종속변수로 사용하여 로지스틱 모형을 구성했다. 모델을 활용하여 분석한 결과 Public sentiment 와 Market sentiment 간 양의 상관관계를 확인할 수 있었다. 또한, lag 를 설정하는 모델이 정확도가 더욱 높음을 확인해, 기존 경제학의 EMH 와 대립되는 바를 확인할 수 있었다. 하지만 최적의 lag 산정을 위해, 더 광범위한 데이터를 바탕으로 한 후속연구가 필요하다.

Sociality of Emotions through Communition of Drama (드라마의 소통을 통해 본 감정의 사회성)

  • Paik, Hoon-Kie
    • Journal of Korea Entertainment Industry Association
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    • v.13 no.7
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    • pp.25-38
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    • 2019
  • For many years, emotions have been regarded as dangerous as well as obstructive to reason and rationality. Even in the history of dramatic genres based on human behavior, emotions are often portrayed as errors or flaws that lead to the collapse of characters, even though they are presented as powerful motives to evoke the characters' actions. Based on the development of the cognitive science field today, it is revealed how emotion is important for human thinking, judgment and action, and how closely reason and emotion are combined. This study examines emotions dealt with in drama genres on the basis of the sociality of emotions. Emotions also play a crucial role in the change and judgment of the audience of drama. This study examines the sociality of emotions and looks at the social aspect of individual emotions through the movie as a text. Just as horror movies attempt to communicate using and expanding feelings of fear, the movie uses the emotions of 'Sad' and 'Losing' to try to expand and share it. And I look into the mechanism in which the emotions of the characters in drama are transmitted to the audience in the form of empathy.

A Study on Literary Therapeutic Codes of Sijo Fused by Transference (전이에 의해 융합되는 시조의 문학치료 코드 연구)

  • Park, In-Kwa
    • Journal of the Korea Convergence Society
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    • v.8 no.10
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    • pp.167-172
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    • 2017
  • The purpose of this study is to analyze the emotional codes of Sijo, which has been acknowledged to have excellent therapeutic function, to activate the contents of the therapy of humanities. Sijo as a function of healing forms emotional codes of therapy, which is the total of emotions, through the fusion of emotions formed during the process of appreciation of various works. This process enables the literary therapeutic activities to proceed physiologically in the human body. Just as machine learning is self-learning by cognitive functions, the coding process for encoding and re-encoding at all times operates on collections of numerous neurons in the human system. In such a process, it is predicted that amino acids are synthesized in the human body by collective encoding of emotion codes. These amino acids regulate the signaling system of the human body. In the future, if the study on the healing process as such at the contact point of humanities and human physiology proceeds, it is expected that a program of higher quality humanistic therapy will be activated.

Development of Emotion Contents Recommender System for Improvement of Sentimental Status (감정 및 정서상태 전이를 위한 감성 컨텐츠 추천 시스템 개발)

  • Park, Myon-Woong;Ha, Sung-Do;Jeong, Do-Un;Lyoo, In-Kyoon;Ahn, Seong-Min
    • Science of Emotion and Sensibility
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    • v.10 no.1
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    • pp.1-11
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    • 2007
  • An Infotainment Service intended to enhance the human emotion is introduced in this paper. The service is to be installed on the robot helping elderly persons to live comfortable and enjoyable life. The research started with defining the undesirable status of emotion in everyday life, and the psychological skills to cope with the status were sought about. Then, a methodology for providing emotion contents reflecting the coping skill has been suggested. Based on the Cognitive Behavior Therapy, the coping skill is used to edit animation clips. A movie recommendation system to utilize the edited animation clips has been being developed. A series of process for developing the system is described, where the emotion elements are taken into consideration in addition to the user preference as the criterion for recommendation.

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Utilizing Korean Ending Boundary Tones for Accurately Recognizing Emotions in Utterances (발화 내 감정의 정밀한 인식을 위한 한국어 문미억양의 활용)

  • Jang In-Chang;Lee Tae-Seung;Park Mikyoung;Kim Tae-Soo;Jang Dong-Sik
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.30 no.6C
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    • pp.505-511
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    • 2005
  • Autonomic machines interacting with human should have capability to perceive the states of emotion and attitude through implicit messages for obtaining voluntary cooperation from their clients. Voice is the easiest and most natural way to exchange human messages. The automatic systems capable to understanding the states of emotion and attitude have utilized features based on pitch and energy of uttered sentences. Performance of the existing emotion recognition systems can be further improved withthe support of linguistic knowledge that specific tonal section in a sentence is related with the states of emotion and attitude. In this paper, we attempt to improve recognition rate of emotion by adopting such linguistic knowledge for Korean ending boundary tones into anautomatic system implemented using pitch-related features and multilayer perceptrons. From the results of an experiment over a Korean emotional speech database, the improvement of $4\%$ is confirmed.

Analysis Method for Revision and Addition of the Specification to Appraisal (감정 대상 규격서의 수정 및 추가에 대한 분석 방법)

  • Chun, Byung-Tae
    • Journal of Software Assessment and Valuation
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    • v.16 no.2
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    • pp.37-44
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    • 2020
  • As the information society develops, various cases of copyright infringement have occurred. In many disputes between companies, software similarity appraisal is dominated. This thesis is a study on the method of calculating the similarity of the standards subject to appraisal. In other words, it is a study to calculate the amount of revision and addition of the specification to be assessed. The analysis method compares the table of contents of both specifications and finds the same or similar part. The similarity weight is determined according to the degree of similarity. Weights identify and assign the degree of similarity between the expert's expertise and the specification. If it is completely newly added, the similarity weight is 1, if it is partially modified, the similarity weight is 0.4, and if it is almost the same as before, it is calculated by giving a weight of 0.05. Through this paper, it was found that the result of calculating the similarity to the specification is 21.2 pages.

Critical Analysis of Conceptual Model of Touch (신체 접촉 모형의 비평 분석)

  • Kim, Eun-Joo
    • Research in Community and Public Health Nursing
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    • v.8 no.2
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    • pp.395-402
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    • 1997
  • 인지능력 손상으로 인해 치매환자의 정상 언어 사용은 점차 감소되고 좌절감과 스트레스는 상승된다. 신체접촉은 비언어적 의사소통의 한 형태로서 치매환자를 지지하고 스트레스 상황에서 겪는 불안을 완화한다. Hollinger와 Buschmann은 1993년 신체 접촉 모형을 개발하였으며, 그 모형을 적용하여 신체접촉 인지도와 우울과의 관계와 신체 접촉의 우울증감소 효과를 정상 노인과 우울증 노인을 대상으로 연구했다. 그러나, 모형을 치매환자 연구에 적용시켜 검토한 연구는 언다. 본 연구의 목적은 신체 접촉 모형을 비평 분석하는 것이다. 또한, 분석을 기초로 하여 모형을 치매 환자 연구에 적용하도록 변형시켰다. 치매 환자의 인지, 언어 능력은 손상되었지만, 환경에 반응하는 감정과 접촉 감각은 유지되고 있다는 것은 신체 접촉 모형을 치매환자에게 적용할 때 반드시 고려해야 할 점이다. 개인의 문화 차이는 신체 접촉에 대한 인지와 반응에 영향을 준다. 따라서, 연구대상자 선택시 대상자가 신체 접촉을 긍정적으로 받아들이고 있는지를 확인해야 할 것이다. 대상자는 인지 능력 손상으로 면담이나 질문지에 적당히 반응할 수 없으므로 연구시 관찰 방법의 이용을 제언한다.

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The Effect of Cognitive Movement Therapy on Emotional Rehabilitation for Children with Affective and Behavioral Disorder Using Emotional Expression and Facial Image Analysis (감정표현 표정의 영상분석에 의한 인지동작치료가 정서·행동장애아 감성재활에 미치는 영향)

  • Byun, In-Kyung;Lee, Jae-Ho
    • The Journal of the Korea Contents Association
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    • v.16 no.12
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    • pp.327-345
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    • 2016
  • The purpose of this study was to carry out cognitive movement therapy program for children with affective and behavioral disorder based on neuro science, psychology, motor learning, muscle physiology, biomechanics, human motion analysis, movement control and to quantify characteristic of expression and gestures according to change of facial expression by emotional change. We could observe problematic expression of children with affective disorder, and could estimate the efficiency of application of movement therapy program by the face expression change of children with affective disorder. And it could be expected to accumulate data for early detection and therapy process of development disorder applying converged measurement and analytic method for human development by quantification of emotion and behavior therapy analysis, kinematic analysis. Therefore, the result of this study could be extendedly applied to the disabled, the elderly and the sick as well as children.

The Effect of Mobile Simple Payment Service System Factors on Risk, Trust and Positive Emotion (모바일 간편결제 서비스의 시스템 특성이 위험 및 신뢰, 긍정감정에 미치는 영향)

  • Choi, Yoo-jung;Choi, Hun
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2018.05a
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    • pp.300-301
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    • 2018
  • Recently, various payment services using mobile terminals are emerging and many users are using this service. This study is an empirical study on the effect of system factors(convenience, reachability, compatibility) of mobile simple payment service on trust, positive affect, mediated by customer perceived risk. A survey was conducted for this study, and a structural equation model was analyzed with PLS. Results showed that convenience, accessibility, and compatibility affect risk, and risk affects trust and positive affect.

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A neural network model for recognizing facial expressions based on perceptual hierarchy of facial feature points (얼굴 특징점의 지각적 위계구조에 기초한 표정인식 신경망 모형)

  • 반세범;정찬섭
    • Korean Journal of Cognitive Science
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    • v.12 no.1_2
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    • pp.77-89
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    • 2001
  • Applying perceptual hierarchy of facial feature points, a neural network model for recognizing facial expressions was designed. Input data were convolution values of 150 facial expression pictures by Gabor-filters of 5 different sizes and 8 different orientations for each of 39 mesh points defined by MPEG-4 SNHC (Synthetic/Natural Hybrid Coding). A set of multiple regression analyses was performed with the rating value of the affective states for each facial expression and the Gabor-filtered values of 39 feature points. The results show that the pleasure-displeasure dimension of affective states is mainly related to the feature points around the mouth and the eyebrows, while a arousal-sleep dimension is closely related to the feature points around eyes. For the filter sizes. the affective states were found to be mostly related to the low spatial frequency. and for the filter orientations. the oblique orientations. An optimized neural network model was designed on the basis of these results by reducing original 1560(39x5x8) input elements to 400(25x2x8) The optimized model could predict human affective rating values. up to the correlation value of 0.886 for the pleasure-displeasure, and 0.631 for the arousal-sleep. Mapping the results of the optimized model to the six basic emotional categories (happy, sad, fear, angry, surprised, disgusted) fit 74% of human responses. Results of this study imply that, using human principles of recognizing facial expressions, a system for recognizing facial expressions can be optimized even with a a relatively little amount of information.

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