• Title/Summary/Keyword: 정서 예측

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Determinants of Welfare Service Utilization among the Single and the Married Couples Elderly (남녀 독거노인가구와 부부노인가구의 복지서비스 이용의 영향요인)

  • Lee, Yoon-Jung
    • 한국노년학
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    • v.32 no.4
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    • pp.1119-1135
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    • 2012
  • The single and the married couples elderly are rapidly increasing in the next twenty years. Due to the size of these group, their level of living, life satisfaction, income and medical security and welfare services utilization have been a social issue in Korea. For these reasons, the purpose of this study was to analyze the determinants of welfare services utilization by the single and the married couples elderly. Their analyses were composed of a cross-tabulations and t-test, analysis of variance, duncan test, multiple regression analysis using 5'th Wave Korea Welfare Panel(2010). Data were collected from a survey of 2,716. The results showed that the elderly single women had the lowest level of income and health, the elderly single men needed the help about the emotional support for improvement of family and social relations. The married couples elderly are young and the participation rate of job opportunities for the elderly is high, relatively. The results of the multiple regression analysis indicated that the level of income and medical security and the satisfaction of family relationships were important factors as related to the welfare services utilization.

Social Exclusion and Preference for Odors Perceived to be Emotionally Warm (사회적 배제와 따뜻한 향 선호)

  • Lee, Guk-Hee
    • Science of Emotion and Sensibility
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    • v.21 no.4
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    • pp.11-24
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    • 2018
  • This study was based on previous ones that demonstrate how social exclusion leads to a desire for physical warmth. Research was conducted using odor-induced emotions to predict social exclusion, leading to a pursuit of emotional warmth and avoidance of emotional distance. For this purpose, a preliminary study sought to select odors perceived to be emotionally warm and emotionally distant, after which two experiments verified differences in odor preference between the social exclusion group and the control group. Results indicated that individuals who have experienced social exclusion had a stronger preference for warm odors and a weaker preference for cold odors compared to those who have not been socially ostracized. This study has theoretical value in terms of expanding the social exclusion-induced desire for physical warmth into the emotional dimension as well as examining the avoidance of emotional coldness, which had been overlooked in previous research studies. This also leads to practical implications for comfort foods, character emotions, emotional-space design, and emotions for artificial-intelligence chatbots.

An Exploratory Study on International Undergraduate Students' Satisfaction with Life of Studying Abroad -Focusing on Multidimensional Approach- (외국인 학부 유학생의 유학생활만족에 관한 탐색적 연구 -다차원적 접근을 중심으로-)

  • Hwang, Dongjin
    • The Journal of the Korea Contents Association
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    • v.21 no.6
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    • pp.415-424
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    • 2021
  • The life of studying abroad includes not only school life, but also various areas such as economy, social relationship, and culture, so the level of satisfaction in each area could be differently shown in each individual. Based on this critical mind, this study aims to analyze the satisfaction with life of studying abroad in the multidimensional perspective. To analyze this, a latent class analysis was applied to identify subgroups, and a multinomial logistic regression model was applied to verify factors influencing group classification. The results of the analysis could be summarized into two. First, there were sub-groups showing different satisfaction with life of studying abroad. The sub-groups showed different levels of satisfaction in five areas such as housing, economy, social relationship, study, and culture, which were not discerned in single dimension. Second, the classification of group was complexly influenced by academic factor, psychological/emotional factor, and environmental factor. Especially, the predictive factor had different influences on each sub-factor. Based on such results of this study, this study aims to seek for the practical and policy-level suggestions for improving foreign students' satisfaction with life of studying abroad.

Psychometric Properties of the Subjective Agingwell Scale (주관적 에이징웰 척도의 타당화)

  • Hong, Ji-Woong;Ju, Haewon
    • Journal of Digital Convergence
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    • v.19 no.11
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    • pp.415-424
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    • 2021
  • The purpose of the current study is to to examine the psychometric properties of the Subjective Agingwell Scale (SAS). Three hundred and forty two elders completed the SAS and the scales assessing subjective well-being, optimism, perceived control and adhering to healthy behavior. The 11-item SAS that displays good internal reliability and good fit to the three-factor model consisting of cognitive satisfaction, positive affect, and spiritual fullness. Correlational analyses with measures of subjective agingwell, subjective well-being, and optimism provide evidence for construct validity. Moreover, the results from hierarchical regression analyses show criterion-related validity of the SAS. This scale could be used in the field to measure and promote subjective agingwell.

Exploring Factors Influencing Life Satisfaction of Youth using Random Forests (랜덤포레스트를 활용한 청년 삶의 만족도 영향 요인 탐색)

  • Sungsim Lee
    • Journal of Industrial Convergence
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    • v.21 no.7
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    • pp.9-17
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    • 2023
  • This study was conducted to explore the factors that affect youth life satisfaction in order to find ways to increase their life satisfaction. For this purpose, we utilized data from the National Youth Policy Institute's '2021 Youth Socio-Economic Survey' to study 2,041 youth aged 18-34 as of 2021. The randomForest method was applied to explore various variables that affect youth life satisfaction. A total of 21 variables were analyzed, including demographic and socio-demographic factors and psychological and emotional factors.The results of exploring the variables affecting youth life satisfaction using randomForest are as follows. First, all 21 predictors were found to have an impact on young adults' life satisfaction. Second, the most significant impact on youth life satisfaction was found to be 'work values'. Third, it can be seen that young people's perceptions of society, such as 'political effectiveness' and 'perception of older generation', are also variables that affect youth life satisfaction. Based on these findings, the variables affecting youth life satisfaction are explained and discussion points are presented.

A Survey on Deep Learning-based Analysis for Education Data (빅데이터와 AI를 활용한 교육용 자료의 분석에 대한 조사)

  • Lho, Young-uhg
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2021.05a
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    • pp.240-243
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    • 2021
  • Recently, there have been research results of applying Big data and AI technologies to the evaluation and individual learning for education. It is information technology innovations that collect dynamic and complex data, including student personal records, physiological data, learning logs and activities, learning outcomes and outcomes from social media, MOOCs, intelligent tutoring systems, LMSs, sensors, and mobile devices. In addition, e-learning was generated a large amount of learning data in the COVID-19 environment. It is expected that learning analysis and AI technology will be applied to extract meaningful patterns and discover knowledge from this data. On the learner's perspective, it is necessary to identify student learning and emotional behavior patterns and profiles, improve evaluation and evaluation methods, predict individual student learning outcomes or dropout, and research on adaptive systems for personalized support. This study aims to contribute to research in the field of education by researching and classifying machine learning technologies used in anomaly detection and recommendation systems for educational data.

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A Clinical Usefulness of Korean Version of Strengths and Difficulties Questionnaire (강점.난점설문지의(SDQ-Kr)의 임상 활용도)

  • Shin, Jong-Soo;Ahn, Joung-Sook;Choi, Young-Hun;Kim, Hae-Ji
    • Korean Journal of Psychosomatic Medicine
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    • v.17 no.2
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    • pp.75-81
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    • 2009
  • Objectives : This study aimed to evaluate the clinical usefulness of Korean version of Strengths and Difficulties Questionnaire(SDQ-Kr) by comparing with Korean version of Childhood Behavior Checklist (K-CBCL). Methods : The parent version of SDQ-Kr and K-CBCL were administered to parents of 313 children in psychiatric clinic, 91 children referred for psychiatric consultation from pediatric clinic and 93 control children in pediatric clinic. All children aged 4-11 years old. Children in psychiatric clinic were diagnosed with one of followings;ADHD, emotional disorders and oppositional/conduct disorder. Mean scores were compared among three groups by gender. Coefficients were calculated for corresponding problem scales and total scores of both questionnaires. ROC analysis was performed for discriminant validity to distinguish psychiatry and pediatrics samples, and also to distinguish diagnostic groups of psychiatry sample. Results : The psychiatry sample showed highest means of problem scales and total scores, followed by consultation and control sample of pediatrics. SDQ-Kr and K-CBCL were significantly correlated, and equally able to distinguish those samples with SDQ-Kr showing better results. Within the psychiatry sample, SDQ-Kr had higher predictive power for all diagnostic groups. Conclusion : This study supports clinical usefulness of SDQ-Kr. We suggest that SDQ-Kr could be used not only as a diagnostic tool for children in psychiatric clinic but also as an effective and efficient screening instrument for children in need for psychiatric evaluation in pediatric clinic.

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The effect of a low-sodium label on acceptability and perceived saltiness intensity of a dipping sauce for fried pork cutlets (저염 표시가 포크커틀릿 소스의 짠맛 인식과 기호도에 미치는 영향)

  • Kim, Min-Ji;Kang, Baeg-Won;Kim, Jong-Wook;Lee, Mi-Young;Chung, Seo-Jin;Hong, Jae-Hee
    • Korean Journal of Food Science and Technology
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    • v.49 no.1
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    • pp.72-79
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    • 2017
  • This study was conducted to investigate the effects of a low-sodium label on acceptability and sensory attributes of a dipping sauce for fried pork cutlets. Two sauce samples, CON (normal sodium level) and LOW-Na (50% sodium level), were evaluated. Consumers (n=77) rated expectations and actual perception of overall liking, purchase intent, and intensities of saltiness, sweetness, sourness, fruit flavor, and degree of flavor balance without and with a carrier (fried pork cutlet) in blind and informed settings. In the informed test, CON labeled as Low-Na (PLACEBO) was additionally tested to examine the placebo effect of information. The low-sodium labeling significantly increased the expected liking and purchase intent, but decreased the expected saltiness. However, the label did not influence actual liking or purchase intent. A significant decrease in actual saltiness was observed only in Low-Na, not in PLACEBO, indicating the label is influential only when actual perception matched the expectation.

Experience in Widow's Bereavement: Q Methodology - Widow Below 2 Years Bereavement - (배우자 사별여성들의 경험: Q 방법론 적용 - 2년 미만의 사별여성을 중심으로 -)

  • Yang, Soo;Hong, Jin-Ui
    • Journal of Hospice and Palliative Care
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    • v.12 no.2
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    • pp.80-87
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    • 2009
  • Purpose: The purposes of this study were to identify the types of widow's bereavement experience and understand the nature of it's bereavement by using Q-methodological approach. Methods: Contents Q sample included 46 statements obtained from literatures and interviews with 5 widows. P sample consisted of 13 widows who bereaved within 2 years. The data were collected from October 2004 to December 2006 and analyzed using Quanal program. Results: Two types of widow's experience were found. Type 1 was characterized by loss suffering, and type 2 was characterized by acceptance and adaptation Conclusion: Widows were found to experience different types of bereavement. Therefore, bereavement care team should assess the types of suffering pain and provide appropriate care to the widows. Also, need to be developed programs to relieve or prevent suffering of bereavement.

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Prediction of Market Segment for Ptecticus tenebrifer Experience Programs in Accordance with Insect Experience Orientation (곤충체험 지향성에 따른 동애등에 체험 프로그램의 세분시장 예측)

  • Yang, Jong-Im;Hwang, Dae-Yong;Lee, Jung-Kyu
    • Korean journal of applied entomology
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    • v.54 no.4
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    • pp.409-417
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    • 2015
  • This study aimed to summarize the characteristics of visitor experience for different market segments based on insect experience orientation in order to develop Ptecticus tenebrifer (Diptera: Stratiomyidae [Walker]) experience programs using local resources in the insect industrial market. A total of 325 effective samples were collected, and the attributes of insect experience orientation were connected to education, emotion, society, and ego. The survey respondents were students and parents of school-age children. Cluster analysis showed that the respondents were classified into two or three groups that were all found to be high in the prediction validity and discriminant analysis. Based on this result, the respondents were properly subdivided into three clusters for final analysis. Those three groups were: the passive group, the moderate group, and the active-orientation group. As a group aiming for various insect experiences, the active-orientation group consisted of parents whose children range in age from either 5 to 9 or from 10 to 14. This group was willing to spend 7 ~ 8,000 won on each experience program, and they preferred emotional experience programs. The passive and moderate orientation groups were most interested in having an educational experience. In order to increase people's interest in experience programs, education-oriented programs should be developed and promotional marketing should be reinforced. The results and implications of this study may be useful for the development of insect experience programs that can meet various visitor experience orientations as basic data that can contribute to the vitalization of the 6th industrialization plan for the insect industry.