• Title/Summary/Keyword: social play

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Mass Media and Social Media Agenda Analysis Using Text Mining : focused on '5-day Rotation Mask Distribution System' (텍스트 마이닝을 활용한 매스 미디어와 소셜 미디어 의제 분석 : '마스크 5부제'를 중심으로)

  • Lee, Sae-Mi;Ryu, Seung-Eui;Ahn, Soonjae
    • The Journal of the Korea Contents Association
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    • v.20 no.6
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    • pp.460-469
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    • 2020
  • This study analyzes online news articles and cafe articles on the '5-day Rotation Mask Distribution System', which is emerging as a recent issue due to the COVID-19 incident, to identify the mass media and social media agendas containing media and public reactions. This study figured out the difference between mass media and social media. For analysis, we collected 2,096 full text articles from Naver and 1,840 posts from Naver Cafe, and conducted word frequency analysis, word cloud, and LDA topic modeling analysis through data preprocessing and refinement. As a result of analysis, social media showed real-life topics such as 'family members' purchase', 'the postponement of school opening', ' mask usage', and 'mask purchase', reflecting the characteristics of personal media. Social media was found to play a role of exchanging personal opinions, emotions, and information rather than delivering information. With the application of the research method applied to this study, social issues can be publicized through various media analysis and used as a reference in the process of establishing a policy agenda that evolves into a government agenda.

Emotion Recognition Method of Competition-Cooperation Using Electrocardiogram (심전도를 이용한 경쟁-협력의 감성 인식 방법)

  • Park, Sangin;Lee, Don Won;Mun, Sungchul;Whang, Mincheol
    • Science of Emotion and Sensibility
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    • v.21 no.3
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    • pp.73-82
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    • 2018
  • Attempts have been made to recognize social emotion, including competition-cooperation, while designing interaction in work places. This study aimed to determine the cardiac response associated with classifying competition-cooperation of social emotion. Sixty students from Sangmyung University participated in the study and were asked to play a pattern game to experience the social emotion associated with competition and cooperation. Electrocardiograms were measured during the task and were analyzed to obtain time domain indicators, such as RRI, SDNN, and pNN50, and frequency domain indicators, such as VLF, LF, HF, VLF/HF, LF/HF, lnVLF, lnLF, lnHF, and lnVLF/lnHF. The significance of classifying social emotions was assessed using an independent t-test. The rule-base for the classification was determined using significant parameters of 30 participants and verified from data obtained from another 30 participants. As a result, 91.67% participants were correctly classified. This study proposes a new method of classifying social emotions of competition and cooperation and provides objective data for designing social interaction.

Effects of Art & Culture Education on Behavior and Social Skill in Children : A Preliminary Study (문화예술교육이 아동의 행동과 사회기술에 미치는 영향 : 예비연구)

  • Jung, Yeon-Kyung;Park, Subin;Baik, Young;Kim, Kihyun;Shin, Min-Sup;Lee, Jin;Kim, Mi Kyoung;Kim, Bung-Nyun
    • Journal of the Korean Academy of Child and Adolescent Psychiatry
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    • v.25 no.4
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    • pp.203-208
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    • 2014
  • Objectives : Art and culture education might play a good role in children's emotions ; however, few studies to verify this have been conducted. The objective of this study was to examine the effect of an art and culture education program on behavior and social skills in children aged 7-10 years. Methods : Fifteen children (mean age $7.31{\pm}0.95$ years) were recruited from a community center and participated in an art and culture education program. The participants received a once a week program for 17 sessions, and we compared scores on the Child Behavior Checklist (CBCL) and Social Skills Improvement System-Rating Scales (SSIS-RS) before and after intervention. Results : The participants' subscale scores of CBCL-aggressive behavior, social immaturity, internalizing behavior, externalizing behavior, total behavior problems and social skill scores on the SSIS-RS showed improvement (p<.05) after 15-weeks of the art and culture education program. Conclusion : These results suggest a positive effect of an art and culture education program on the reduction of externalizing and internalizing behaviors and improvement of social skills in children. Further prospective, controlled studies in large samples are needed in order to confirm our findings.

Effects of Social Support, Ego-resilience, and Subjective Wellbeing on Suicidal Ideation in Nursing Students (간호대학생의 사회적 지지, 자아탄력성, 주관적 안녕감이 자살생각에 미치는 영향)

  • Park, Soonjoo;Bak, Eunyeong;Lee, Songiee;Jang, Ahhyun;Cho, Seowon
    • Journal of Korean Academy of Fundamentals of Nursing
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    • v.23 no.3
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    • pp.310-319
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    • 2016
  • Purpose: This study was done to examine whether risk of suicidal ideation in nursing students as related to social support and ego-resilience, and whether subjective wellbeing mediated the relationships. Methods: Structural equation modeling was applied to test the model in which ego-resilience and social support from family, friends, and others were considered as exogenous variables and subjective wellbeing as a mediating variable. The participants were 285 nursing students who completed self-report measures including the Suicidal Ideation Questionnaire, the Multidimensional Scale of Perceived Social Support, the Ego-Resiliency Scale, and the Index of Wellbeing. Results: Results show that higher scores on family support and ego-resilience were positively associated with subjective wellbeing and negatively with suicidal ideation. Subjective wellbeing mediated the relationships between family support and suicidal ideation, and also ego-resilience and suicidal ideation. Among the three social supports, only family social support had both direct and indirect effects on suicidal ideation. Conclusion: Findings suggest that family support is a useful resource in the prevention of suicidal ideation in nursing students and building supportive relationship with family should be considered as the first step in suicide prevention strategies. Also enhancing ego-resilience could play an important role to reduce suicide risk through promoting well-being.

Relationship between Social Network and Stage of Adoption of Gastric Cancer Screening among the Korean Population

  • Lee, Myung Ha;Choi, Kui Son;Lee, Yoon Young;Suh, Mina;Jun, Jae Kwan
    • Asian Pacific Journal of Cancer Prevention
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    • v.14 no.10
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    • pp.6095-6101
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    • 2013
  • Few studies have examined the relationship between social support and stages of adoption of cancer screening. Here we investigated associations between both structural and functional aspects of social support and stages of adoption of gastric cancer screening in the general population of Korea. The study population was derived from the 2011 Korean National Cancer Screening Survey (KNCSS), an annual cross-sectional survey that uses nationally representative random sampling to investigate cancer screening rates. Data were analyzed from 3,477 randomly selected respondents aged 40-74 years. Respondents were classified according to their stage of adoption of gastric cancer screening: precontemplation (13.2%), contemplation (18.0%), action/maintenance (56.1%), relapse risk (8.5%), and relapse stage (4.1%). Respondents with larger social networks were more likely to be in the contemplation/action/maintenance, or the relapse risk/relapse stages versus the precontemplation stage (OR=1.91, 95%CI: 1.52-2.91; p for tend=0.025). Emotional and instrumental supports were not associated with any stage of adoption of gastric cancer screening. However, respondents who reported receiving sufficient informational support were more likely to be in the relapse risk/relapse stages versus the precontemplation, or the contemplation/action/maintenance stage (p for trend=0.016). Interventions involving interactions between social network members could play an important role in increasing participation in gastric cancer screening.

The Effect of Stress and Reasons for Living on Suicidal Ideation: The Mediated Moderation Effect of Social Support (대학생의 스트레스와 삶의 이유가 자살생각에 미치는 영향: 사회적 지지의 매개된 조절효과)

  • Kim, Sung-Hye
    • Journal of Digital Convergence
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    • v.14 no.9
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    • pp.505-514
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    • 2016
  • The purpose of this study was to examine whether Reasons for Living play mediating roles in the links between stress and suicidal ideation, and Social Support moderate the effect of stress on Reasons for Living. In addition, the mediated moderation effect on the relationship between stress and suicidal ideation was examined. A total of 608 university students completed self-reporting questionnaire on stress, suicidal ideation, Reasons for Living and social support. The results indicated that Living on Suicidal mediated the relationship between stress and suicidal ideation, and social support moderated the links between stress and Living on Suicidal. Finally, the mediated moderation effect of social support the association between stress, Living on Suicidal, and suicidal ideation was found. These findings suggest that social support may function as a protective factor for university students' suicidal ideation.

Social Media based Real-time Event Detection by using Deep Learning Methods

  • Nguyen, Van Quan;Yang, Hyung-Jeong;Kim, Young-chul;Kim, Soo-hyung;Kim, Kyungbaek
    • Smart Media Journal
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    • v.6 no.3
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    • pp.41-48
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    • 2017
  • Event detection using social media has been widespread since social network services have been an active communication channel for connecting with others, diffusing news message. Especially, the real-time characteristic of social media has created the opportunity for supporting for real-time applications/systems. Social network such as Twitter is the potential data source to explore useful information by mining messages posted by the user community. This paper proposed a novel system for temporal event detection by analyzing social data. As a result, this information can be used by first responders, decision makers, or news agents to gain insight of the situation. The proposed approach takes advantages of deep learning methods that play core techniques on the main tasks including informative data identifying from a noisy environment and temporal event detection. The former is the responsibility of Convolutional Neural Network model trained from labeled Twitter data. The latter is for event detection supported by Recurrent Neural Network module. We demonstrated our approach and experimental results on the case study of earthquake situations. Our system is more adaptive than other systems used traditional methods since deep learning enables to extract the features of data without spending lots of time constructing feature by hand. This benefit makes our approach adaptive to extend to a new context of practice. Moreover, the proposed system promised to respond to acceptable delay within several minutes that will helpful mean for supporting news channel agents or belief plan in case of disaster events.

The Effect of social Support on Chronic Stress and Immune System in Male Manufacturing Workers (사회적 지지가 만성적 스트레스와 면역체계에 미치는 영향)

  • Koh, Sang-Baek;Park, Jong-Ku;Cha, Bong-Suk;Chang, Sei-Jin
    • Journal of Preventive Medicine and Public Health
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    • v.35 no.4
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    • pp.287-294
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    • 2002
  • Objectives : To examine whether cumulative chronic stress influences the immune status, and to verify the effect of social support on the relationship between these two dimensions in male manufacturing workers. Methods : A total of 39 workers were recruited for this study. A structured-questionnaire was used to assess general characteristics, job characteristics (work demand and decision latitude), psychosocial distress, and social support. The serum levels of CD4 and CD8 were measured as immune markers, and were collected between 8:00 and 10:00am in order to standardize the markers. Nonparametric statistics were used to estimate the differences between job characteristics and the immune markers. Results : General characteristics, and health-related behaviors, were not associated with CD4, CD8 or CD4/CD8. No relationships were found between job characteristics and the mean levels of immune reactivity. These results were consistent, even after controlling for social support. Social support failed to modify the relationship toward work demand, decision latitude or psychosocial distress to CD4, CD8, and CD4/CD8. Conclusion : Cumulative chronic life stress might not influence the immune status, and the effects of social support on the immune function under chronic stress, may not play a crucial role in modifying the relationships. This implication supports that the effect of stress on the immune function may be determined by the characteristics of that stress. further research should effectively considers the type, magnitude and timing of a stress event, and modifiable factors, such as personality traits, coping style, and hormone excretion levels, on the alteration of immune status.

Socialization of Prosocial Behavior in Early-Adolescence: The Moderating Effect of Social Relatedness (종단 사회연결망 분석을 활용한 친사회성의 사회화 과정 탐색: 사회적 관계성의 조절효과)

  • Kim, Jingu;Kang, Eunyoung
    • Korean Journal of School Psychology
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    • v.17 no.1
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    • pp.1-16
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    • 2020
  • This study aims to investigate peer socialization processes on early adolescents' prosocial behaviors in friendship networks. A longitudinal social network model (SIENA) was used to disentangle socialization process in prosocial behavior. Participants were fourth and fifth graders in South Korea from 39 elementary school classrooms (N=1,040, 48% girls). According to results, students select friends based on similarity in prosocial behavior (peer selection) was found in both prosocial behaviors. Peer influence effects were also observed in prosocial behaviors. Also, moderating effect of social relatedness was significant. In classes with high social relatedness, influence effect of prosocial behavior was significant. As a contrast, prosocial behavior was not socialized in classes with the low social relatedness. Results suggest that peernetwork play a critical role in the co-evolution of friendships, and prosocial behaviors. Findings yielded the importance of the socialization process and promoting healthy peer socialization environment.

The Impact of Intra-Team and Inter-Team Social Ties on Team Innovativeness and Performance: On the Basis of IT Support (팀 혁신성과 성과에 대한 팀 내, 팀 간 사회적 연결의 영향: IT 지원에 기반하여)

  • Suk Hyun Kim;Junyeong Lee;Chanhee Kwak;Tae Hyung Kim;Heeseok Lee
    • Information Systems Review
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    • v.19 no.2
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    • pp.137-157
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    • 2017
  • Social ties play an important role in today's competitive world. The primary objective of this study is to explore the impact of intra- and inter-social ties on team innovativeness and performance. Through an empirical model of 97 teams in six companies, this study attempts to (i) examine how intra- and inter-social ties affect team innovativeness and team performance; and (ii) investigate how the support for information technology facilitates social ties. Our team-based analysis reveals that strong intra-bonds among members improve team innovativeness and enhance team performance. Inter-linkages among teams also lead to team performance through innovativeness, but they are not directly associated with performance. IT support also considerably enhances social ties.