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Study on Heart Rate Variability and PSD Analysis of PPG Data for Emotion Recognition (감정 인식을 위한 PPG 데이터의 심박변이도 및 PSD 분석)

  • Choi, Jin-young;Kim, Hyung-shin
    • Journal of Digital Contents Society
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    • v.19 no.1
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    • pp.103-112
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    • 2018
  • In this paper, we propose a method of recognizing emotions using PPG sensor which measures blood flow according to emotion. From the existing PPG signal, we use a method of determining positive emotions and negative emotions in the frequency domain through PSD (Power Spectrum Density). Based on James R. Russell's two-dimensional prototype model, we classify emotions as joy, sadness, irritability, and calmness and examine their association with the magnitude of energy in the frequency domain. It is significant that this study used the same PPG sensor used in wearable devices to measure the top four kinds of emotions in the frequency domain through image experiments. Through the questionnaire, the accuracy, the immersion level according to the individual, the emotional change, and the biofeedback for the image were collected. The proposed method is expected to be various development such as commercial application service using PPG and mobile application prediction service by merging with context information of existing smart phone.

An Integrative Study on The Subjective Happiness by Eating Foods in The Elderly: Focus Group Interview (노인의 음식물 섭취와 주관적 행복감: 포커스그룹 면담)

  • Kang, Kyung-hee;Kim, Kwang-Hwan
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.20 no.8
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    • pp.75-82
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    • 2019
  • This qualitative analysis was conducted to analyze the effects of teeth and eating foods in the elderly on their subjective happiness based on a focus-group interview (FGI). The study subjects were 10 people over 65 years old who visited a social welfare center in D City and agreed to participate in the study. One group consisted of five members and FGIs were performed for about 40 minutes per group. Based on the study results, five topics were evaluated, status of teeth, methods of dental health control, inconvenience within mouth, eating foods, and eating foods and subjective happiness. The study subjects answered that they felt distressed and annoyed if they could only see, but not eat favorite foods and that this made them feel old. One respondent even mentioned it made them want to stop living. Based on the results of this study, it is necessary to develop customized dental health control programs by age, gender, income level, education level, and health status, and to build the specialists.

Virtual Academic Experience of College Students Due to COVID-19 (대학생의 COVID - 19로 인한 온라인 학업 경험)

  • Kim, Young-Hee
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.21 no.12
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    • pp.278-290
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    • 2020
  • This study evaluated college students' virtual academic experience due to COVID-19. Based on Colaizzi's analysis method, data from advanced interviews with 15 students were analyzed. The results were as follows. The participants showed a desire for eye-level learning, frustration on unsatisfactory academic factors, gratefulness for the factors that enhance academic satisfaction, lonely fight with the shortcomings of online lectures, and the factors predicted by COVID-19, and aim to seek balance through health care. Based on the results, the students should be prepared to learn at an appropriate academic level. Second, the change should be sought to increase delivery and concentration in class. Third, students are motivated by the professor's efforts to communicate in class and their sincerity and passion. Fourth, cooperation between professors and learners is needed to develop a sympathetic and supportive classroom atmosphere. Fifth, until the cessation of COVID-19, the principle of virtual education should persist unless there are exceptional circumstances. These results, which suggested specific ways to increase satisfaction with virtual learning lectures, can be used as basic data for establishing effective virtual teaching directions.

A Study on Burnout Aspects and Solutions in Movies: Focusing on and (영화에 나타난 번아웃 양상과 해결방식 연구: <꾸뻬씨의 행복여행>과 <잠깐만 회사 좀 관두고 올게>를 중심으로)

  • Kwon, Sang-Jung
    • The Journal of the Korea Contents Association
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    • v.22 no.6
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    • pp.184-193
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    • 2022
  • 'Burnout', which has been frequently used recently, is one of the representative expressions representing the psychology of modern people living in fierce competition. In this paper, I approached and analyzed two films, 'Hector and the Search for Happiness' and 'To Each His Own' from the perspective of burnout, which are considered two of the most healing movies for office workers. The symptoms of burnout in the work were lethargy, irritability, anger, insomnia, depression, and suicidal thoughts. In the case of 'Hector and the Search for Happiness' the clash of values from repeated consulting work, and in the case of 'To Each His Own', work overload, performance pressure, and the absence of a community of colleagues were the causes. This burnout state is visually expressed through the dialogues and expressions of the characters, as well as looking down shots of various sizes, low lighting, and placing objects in front of the main character. This intuitively expressed the symptoms of burnout, which is difficult to diagnose. In particular, it was confirmed through the movie that one of the diagnostic criteria for burnout, such as hobbies, physical activity, and the presence or absence of a fellow community, helps to get out of burnout.

Development of the Anger Response Scale and its Application in Clinical Practice (분노반응척도의 개발과 임상적 적용)

  • Koh, Kyung-Bong;Park, Joong-Kyu;Kim, Chan-Hyung;Kim, Do-Hoon
    • Korean Journal of Psychosomatic Medicine
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    • v.12 no.2
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    • pp.122-134
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    • 2004
  • Objective : The purpose of this study was to develop the Anger Response Scale(ARS), and then to use the scale in clinical practice. Methods First, a preliminary survey was conducted for 123 healthy adults to obtain 16 response items. Second, a preliminary questionnaire was completed by 258 healthy subjects. Third, a comparison was made regarding anger responses among 189 patients(59 with anxiety disorder, 72 with depressive disorder and 58 with somatoform disorder) and 258 healthy subjects. Results : Factor analysis yielded 4 subscales : aggression, irritability, avoidance and anger suppression. Reliability was computed by administering the ARS to 53 healthy subjects during a 2-week interval. Test-retest reliability for 4 subscales and the total score was significantly high, ranging between .53-.71. Cronbach's ${\alpha}$ for 4 subscales ranged between .62-.72, and .76 for the total score. Convergent validity was computed by correlating the 4 subscales and the total score with the total score of Aggression Questionnaire, State-Trait Anger Expression Inventory, anger and aggression subscale of Stress Response Inventory and hostility subscale of Symptom Checklist-90-Revised. The disorder group was significantly higher than normal group in scores of the avoidance and anger suppression subacale. The depressive disorder and somatoform disorder groups scored significantly higher on the avoidance subscale than the normal group. Conclusion : These results indicate that the ARS is highly reliable and valid. In addition, avoidance response is likely to be a characteristic anger response of the depressive disorder and somatoform disorder groups.

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The Effect of the Context Awareness Value on the Smartphone Adopter' Advertising Attitude (스마트폰광고 이용자의 광고태도에 영향을 미치는 상황인지가치에 관한 연구)

  • Yang, Chang-Gyu;Lee, Eui-Bang;Huang, Yunchu
    • Journal of Intelligence and Information Systems
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    • v.19 no.3
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    • pp.73-91
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    • 2013
  • Advertising market has been facing new challenges due to dramatic change in advertising channels and the advent of innovative media such as mobile devices. Recent research related to mobile devices is mainly focused on the fact that mobile devices could identify users'physical location in real-time, and this sheds light on how location-based technology is utilized to achieve competitive advantage in advertising market. With the introduction of smartphone, the functionality of smartphone has become much more diverse and context awareness is one of the areas that require further study. This work analyses the influence of context awareness value resulted from the transformation of advertising channel in mobile communication market, and our research result reflects recent trend in advertising market environment which is not considered in previous studies. Many constructs has intensively been studied in the context of advertising channel in traditional marketing environment, and entertainment, irritation and information are considered to be the most widely accepted variables that has positive relationship with advertising value. Also, in smartphone advertisement, four main dimensions of context awareness value are recognized: identification, activity, timing and location. In this study, we assume that these four constructs has positive relationship with context awareness value. Finally, we propose that advertising value and context awareness value positively influence smartphone advertising attitude. Partial Least Squares (PLS) structural model is used in our theoretical research model to test proposed hypotheses. A well designed survey is conducted for college students in Korea, and reliability, convergent validity and discriminant validity of constructs and measurement indicators are carefully evaluated and the results show that reliability and validity are confirmed according to predefined statistical criteria. Goodness-of-fit of our research model is also supported. In summary, the results collectively suggest good measurement properties for the proposed research model. The research outcomes are as follows. First, information has positive impact on advertising value while entertainment and irritation have no significant impact. Information, entertainment and irritation together account for 38.8% of advertising value. Second, along with the change in advertising market due to the advent of smartphone, activity, timing and location have positive impact on context awareness value while identification has no significant impact. In addition, identification, activity, location and time together account for 46.3% of context awareness value. Third, advertising value and context awareness value both positively influence smartphone advertising attitude, and these two constructs explain 31.7% of the variability of smartphone advertising attitude. The theoretical implication of our research is as follows. First, the influence of entertainment and irritation is reduced which are known to be crucial factors according to previous studies related to advertising value, while the influence of information is increased. It indicates that smartphone users are not likely interested in entertaining effect of smartphone advertisement, and are insensitive to the inconvenience due to smartphone advertisement. Second, in today' ubiquitous computing environment, it is effective to provide differentiated advertising service by utilizing smartphone users'context awareness values such as identification, activity, timing and location in order to achieve competitive business advantage in advertising market. For practical implications, enterprises should provide valuable and useful information that might attract smartphone users by adopting differentiation strategy as smartphone users are sensitive to the information provided via smartphone. Also enterprises not only provide useful information but also recognize and utilize smarphone users' unique characteristics and behaviors by increasing context awareness values. In summary, our result implies that smartphone advertisement should be optimized by considering the needed information of smartphone users in order to maximize advertisement effect.

SMITH-MAGENS SYNDROME (SMS) : A CASE REPORT (Smith-Magenis Syndrome (SMS) 환아의 증례 보고)

  • Kim, Eun-Young;Lee, Keung-Ho;Choi, Yeong-Chul
    • Journal of the korean academy of Pediatric Dentistry
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    • v.30 no.3
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    • pp.341-347
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    • 2003
  • Smith-Magenis syndrome (SMS) is a clinically recognizable multiple congenital anomaly and mental retardation syndrome caused by an interstitial deletion of chromosome 17 p11.2. Physical features include short stature, characteristic facial appearance: flattened mid-face, down-turned mouth, prominent and often rosy cheeks; prominent jaw in older children and adults, chronic ear infections, hearing impairment, eye problems, including: strabismus (an eye which turns in or out) and myopia (nearsightedness), hoarse voice, short fingers and toes, heart defects or murmurs, problems related to the urinary system, scoliosis (curvature of the spine), an unusual gait (walking pattern), and decreased sensitivity to pain. Behavioral and developmental characteristics include speech delay and articulation problems, developmental delay, learning disability, mental retardation, hyperactivity, self-injury, including: head banging; hand biting; picking at skin, sores and nails; pulling off finger- and toenails; inserting foreign objects into ears, nose, or other body orifices, explosive outbursts, prolonged tantrums, destructive and aggressive behavior, excitability, arm hugging or hand squeezing when excited. This report is the case of a Korean 3-year-3-month old male with Smith-Magenis syndrome referred from local clinic for the treatment of dental caries. The patient was treated by physical restraint after prophylatic administration of antibiotic(Amoxacillin 50mg/kg).

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Relationship between MMPI-2 Clinical Scales and SRQ of Brain Quotient (다면적 인성검사(MMPI-2)임상척도와 자기조절지수와의 관련성)

  • Wi, Hyun-Wook;Lee, Hyeob-Eui;Jung, Chul-Woo;Choi, Nam-Sook;Park, Pyong-Woon
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.18 no.8
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    • pp.285-293
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    • 2017
  • The purpose of this study is to examine the relationship between the Minnesota Multiphasic Personality Inventory(MMPI-2) clinical scales and the self-regulation quotient of the brain quotient. The test in this study was performed by 41 adults over 20 years old and was done using the MMPI-2, which is a self-reporting method. EEG was performed using a 2-channel EEG System at Fp1 and Fp2. The analysis showed a negative correlation between scale 2(D), which is the MMPI-2 clinical scale, and the SRQ(Self Regulation Quotient) relaxation status, which is the related alpha rhythm. Scale3(Hy) showed a positive correlation with the SRQ concentration status and low ${\beta}$ rhythm. Scale7 in the MMPI-2 clinical scales showed a negative correlation with the SRQ relaxation status, which is the alpha rhythm. This means that MMPI-2 and SRQ can be used complementarily in the field of counseling. These results could be interpreted in three ways. First, people with depression are sensitive to other people's attention and evaluation. Therefore, they tend to expend a lot of energy when forming interpersonal relationships, and if they do not learn to relax, their fatigue can easily be increased. Second, people who seek other people's interest and have a cheerful spirit are considered to be highly active. Third, highly stressed people with anxiety and tension seem to easily become tired and their irritation and discomfort may be increased in consequence.

Developing the Design Guideline of Auditory User Interface for Digital Appliances (가전제품의 청각 사용자 인터페이스(AUI) 디자인을 위한 가이드라인 개발 사례)

  • Lee, Ju-Hwan;Jeon, Myoung-Hoon;Han, Kwang-Hee
    • Science of Emotion and Sensibility
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    • v.10 no.3
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    • pp.307-320
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    • 2007
  • In this study, we attempted to provide a distinctive cognitive, emotional 'Auditory User Interface (AUI) Design Guideline' according to home appliance groups and their functions. It is an effort to apply a new design method to practical affairs to overcome the limit of GUI centered appliance design and reflect user multimodal properties by presenting a guideline possible to generate auditory signals intuitively associable with the operational functions. The reason why this study is required is because of frequent instances given rise to annoyance as not systematic application of AUI, but arbitrary mapping. This study tried to provide a useful guideline of AUI in home appliances by extracting the relations with cognitive, emotional properties of a certain device or function induced by several properties of auditory signal and showing the empirical data on the basic mechanism of such relations.

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Facebook Ambivalence by User Characteristics (사용자 특성에 따른 페이스북 이용의 양가성: 페이스북 이용의 순기능과 역기능을 통한 고찰)

  • Lee, Eunji;Cho, Minha;Ahn, Hongmin;Sung, Yongjun
    • Journal of the HCI Society of Korea
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    • v.13 no.3
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    • pp.43-53
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    • 2018
  • Facebook, which has the largest number of users worldwide, has both positive and negative effects on our lives and society. The positive effects include social support from others, relationship building, entertainment, etc. In contrast, Facebook users also experience negative emotions such as tiredness and irritation, resulting in dissatisfaction as well as withdrawal from Facebook. The current study investigates both positive and negative effects of the use of by different demographic characteristics (i.e., age and gender), Facebook usage pattern (i.e., posters vs. lurkers), and Facebook usage time and frequency. The results show that (1) female users (vs. male users) feel higher level of fatigue and display stronger intention to discontinue Facebook. Moreover, (2) posters (vs. lurkers) feel higher level of positive emotions and social support, and stronger intention to continue Facebook. Lastly, (3) heavy users (vs. light users) exhibit higher level of positive emotions and stronger intentions to continue Facebook. This research sheds light on the fact that the characteristics of users affect individuals' intention to discontinue SNS and offers practical implications on the ever-expanding SNS market.

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