• Title/Summary/Keyword: social expectations

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Detecting Stress Based Social Network Interactions Using Machine Learning Techniques

  • S.Rajasekhar;K.Ishthaq Ahmed
    • International Journal of Computer Science & Network Security
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    • v.23 no.8
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    • pp.101-106
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    • 2023
  • In this busy world actually stress is continuously grow up in research and monitoring social websites. The social interaction is a process by which people act and react in relation with each other like play, fight, dance we can find social interactions. In this we find social structure means maintain the relationships among peoples and group of peoples. Its a limit and depends on its behavior. Because relationships established on expectations of every one involve depending on social network. There is lot of difference between emotional pain and physical pain. When you feel stress on physical body we all feel with tensions, stress on physical consequences, physical effects on our health. When we work on social network websites, developments or any research related information retrieving etc. our brain is going into stress. Actually by social network interactions like watching movies, online shopping, online marketing, online business here we observe sentiment analysis of movie reviews and feedback of customers either positive/negative. In movies there we can observe peoples reaction with each other it depends on actions in film like fights, dances, dialogues, content. Here we can analysis of stress on brain different actions of movie reviews. All these movie review analysis and stress on brain can calculated by machine learning techniques. Actually in target oriented business, the persons who are working in marketing always their brain in stress condition their emotional conditions are different at different times. In this paper how does brain deal with stress management. In software industries when developers are work at home, connected with clients in online work they gone under stress. And their emotional levels and stress levels always changes regarding work communication. In this paper we represent emotional intelligence with stress based analysis using machine learning techniques in social networks. It is ability of the person to be aware on your own emotions or feeling as well as feelings or emotions of the others use this awareness to manage self and your relationships. social interactions is not only about you its about every one can interacting and their expectations too. It about maintaining performance. Performance is sociological understanding how people can interact and a key to know analysis of social interactions. It is always to maintain successful interactions and inline expectations. That is to satisfy the audience. So people careful to control all of these and maintain impression management.

Patterns of Interdisciplinary Research Collaboration and Policy Expectations for the Patterns (학제연구의 패턴과 지원 정책에 대한 기대 분석)

  • 설성수;이종현
    • Journal of Korea Technology Innovation Society
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    • v.2 no.1
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    • pp.28-43
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    • 1999
  • Interdisciplinary research collaboration(IRC), reflected in 3,184 response of 1997 survey in Korea, is very common. IRC within same disciplines is 60%, and IRC with other disciplines is 40%. IRC with Humanities and Social Science is 11%. Policy expectations for interdisciplinary collaboration are very different depending on disciplines. The difference between disciplines and fields such as Natural Science, Life Science and Engineering is quite noticeable. Policies for interdisciplinary research collaboration are recommended to reflect the different tendencies between disciplines, at least between fields.

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Effects of an Intervention of Nutrition Education Program based on Social Cognitive Theory for the Elderly Visiting Public Health Center in Jinhae-Province (보건소 방문 어르신 대상 사회적 인지론 적용한 영양교육의 효과)

  • Seo, Eun Hee
    • The Korean Journal of Food And Nutrition
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    • v.29 no.3
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    • pp.313-326
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    • 2016
  • The aim of this study was to evaluate the effects of a nutrition education program for the elderly at a public health center located in Jinhae city. The one group pretest and posttest design was conducted using self-administered questionnaire survey. Nutrition education lessons based on social cognitive theory (2 hours/lesson, 3 times) were provided to 27 female elderly(${\geq}65$ yrs) for a month. After the nutrition education, number of exercise increased and preference for sweetness decreased significantly (p<0.05). The outcome expectations, the knowledge of nutrition (p<0.001), and behavioral capability (p<0.05) score were significantly increased. There were significant increases in all nutrient intake. NAR was increased significantly in protein, calcium and vitamin C (p<0.01), dietary fiber, iron, zinc, thiamin, niacin and folic acid (p<0.001), and riboflavin (p<0.05). INQ was increased significantly in thiamin, vitamin B6 and niacin (p<0.05), and dietary fiber (p<0.01). The score of nutrition education satisfaction was high (4.52). The results of this study suggested that the nutritional education program based on social cognitive theory had a positive effect on dietary behavior changes, and nutrition intake status among female elderly even after short-term intervention.

The Influence of College Students' Self-Efficacy and Outcome Expectations on Career Exploration (대학생의 자기효능감과 결과기대가 진로 탐색에 미치는 영향)

  • Kim, Young-ran;Lee, Sang-jik
    • Journal of Venture Innovation
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    • v.6 no.2
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    • pp.159-172
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    • 2023
  • This study aimed to empirically analyze the factors influencing the career search intention of college students. The research model was derived based on the Social Cognitive Career Theory (SCCT), considering the unique characteristics of university students. Self-efficacy and outcome expectations were investigated as independent variables, while mastery experience, verbal persuasion, vicarious learning, and positive emotions were considered as antecedent variables. A survey was conducted among college students in the metropolitan area, resulting in 217 valid responses for analysis. Empirical analysis was conducted using structural equation modeling with AMOS 24. The findings revealed that mastery experience, vicarious learning, and positive emotions had a significant positive effect on self-efficacy. Furthermore, verbal persuasion and positive emotions significantly influenced outcome expectations. However, the impact of verbal persuasion on self-efficacy was not found to be significant, and the relationship between mastery experience, vicarious learning, and outcome expectations was not examined. Both self-efficacy and outcome expectations were found to have a significant positive effect on career search intention, with outcome expectations exhibiting a stronger influence. The empirical results contribute to the understanding of college students' career exploration and provide implications for academic and practical contexts.

A Thought on the Dynamic Mechanism of Coevolution between IT and Society and Its Policy Implications (정보기술과 사회 공진화의 동태적 메커니즘과 정책적 함의)

  • Kim, Sang-Wook;KIm, Sook-Hee
    • Korean System Dynamics Review
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    • v.7 no.2
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    • pp.5-20
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    • 2006
  • In the advent of ubiquitous information technology (u-IT) as a new emerging horizon of information society, inflated expectations regarding u-IT are growing very fast and higher than those made in the past, which would perhaps result in serious bust after boom and incur tremendous amount of social costs. This paper thus investigates a dynamic mechanism underlying the coevolution between information technology and society by applying systems thinking, particularly, with a focus on the typical phenomenon, 'hype curve' which shows how new technologies initially grow too fast for their own good, crashing from a peak of inflated expectations into a trough of disillusionment before stabilizing on a plateau of productivity. Three basic questions are explored to answer by investigating the mechanisms underlying the 'boom-bust' phenomenon: First, why hype curve appears in the process of technology and society coevolution. Second, how to enhance the stabilization level. Third, when is the right time for the policy intervention.

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A Study on Social Media Market Competition based on User Gratification (이용자의 충족에 따른 소셜미디어 시장 내 경쟁관계에 관한 연구)

  • Huang, Yunchu;Baek, Heon;Yang, Chang-Gyu
    • Journal of Korea Society of Industrial Information Systems
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    • v.19 no.2
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    • pp.105-117
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    • 2014
  • The change of social media market toward multimedia environment makes users select social media according to preference factor's gratification and this also causes competition among various social medias. So this study focused on competition among social media from the perspective of users' gratification while considering multimedia environment of social media market. The widely known Niche theory is used to confirm competitions among media in an environment with limited resource. According to research result, (1) Facebook and Kakao Talk mostly satisfies users' expectations; (2) Facebook and Kakao Talk form leading group and Blog, Youtube and Twitter form chasing group in this competition; (3) Kakao Talk greatly satisfies users' various expectations. The research result implies that, for social media to have competitive advantage in the market, it is better to provide convenience and real-time responsiveness in mobile environment and to improve service so that users could more easily utilize network.

A Study on Fair Parental Role Model of Dual Earner Couples, their Expectation for Parental Nursing Capability and Real Nursing Practices (맞벌이 부부의 부모역할 공평성 가치관 및 아버지의 양육수행유능감과 양육수행)

  • Han, Eu-Gene;Kim, Sun-Ae
    • Journal of Families and Better Life
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    • v.25 no.2 s.86
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    • pp.37-46
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    • 2007
  • This study aims to explore the variable factors by which fathers affect nursing practices. for this study 544 married couples were interviewed, which resulted in the following conclusions. First, wives have higher fairness than husbands in sharing their parental roles. Second, in some couples, there was a difference seen in the expectations of each parents nursing capability, but rarely were differences in real nursing practices actually observed. Third, all couples interviewed showed some disparity between their expectations of parental nursing capability and their real nursing practices, where the expectations for nursing capability were higher than the real nursing practices. Fourth, higher expectations for nursing capabilities from fathers result in them having better parental roles. Fifth, there is no correlation between parental nursing practices and social demographic variables. Lastly, the impacts on the parental nursing practices are ranked by relative importance as parental nursing capability, the wife's expectation for parental nursing capability and so on.

The Impact of Analyst Expectations and Coverage on CSR Engagement of U.S. Firms (미국기업의 CSR 활동에 애널리스트가 미치는 영향에 관한 연구)

  • Ahn, He Soung;Kang, Il Joo
    • Korea Trade Review
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    • v.46 no.2
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    • pp.245-262
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    • 2021
  • Despite the numerous advantages that CSR engagement can potentially offer, top managers may not always be willing to invest in CSR as they are expected to meet expectations of external constituents in the short run. Given that financial analysts' expectations are important short-term performance targets that top managers are motivated to meet, this study examines how performance relative to earnings forecasts issued by analysts affect top managers' decisions about CSR engagement. Using a sample of publicly listed U.S. firms from 2000 to 2016, we find that top managers are more likely to reduce discretionary expenditure on CSR activities as performance falls below analyst forecasts to improve financial performance in the following fiscal year. As performance exceeds analyst forecasts, top managers are motivated to reduce CSR investments in order to meet higher expectations of analysts. As financial analysts closely monitor the firms that they follow in order to publish investment advice to market participants, we find that analyst coverage weakens top managers' incentive to reduce CSR engagement. Overall, this research sheds meaningful insight into the contextual background in which the top managers are situated in when they make decisions on CSR engagement.

Nutrition knowledge, outcome expectations, self-efficacy, and eating behaviors by calcium intake level in Korean female college students

  • Kim, Min Ju;Kim, Kyung Won
    • Nutrition Research and Practice
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    • v.9 no.5
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    • pp.530-538
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    • 2015
  • BACKGROUND/OBJECTIVES: Calcium is important but deficient in diets of young adult women. This study aimed to examine if cognitive factors and eating behaviors differ according to calcium intake based on the Social Cognitive Theory. SUBJECTS/METHODS: Subjects were female college students in Seoul, Korea. Three hundred students completed the questionnaire regarding calcium intake, nutrition knowledge, outcome expectations, self-efficacy and eating behaviors. Data on 240 students were analyzed using t-test or ${\chi}^2$-test. Subjects were categorized into two groups, high calcium intake (HC, ${\geq}650mg/day$) and low calcium intake (LC, < 650 mg/day), according to recommended intakes of calcium for women aged 19-29 years. RESULTS: The LC group constituted 77.9% of total subjects. Nutrition knowledge was not different according to calcium intake. Three out of 12 outcome expectations items were significantly different between the HC and LC groups. Subjects in the HC group agreed more strongly with the practical benefits of consuming calcium-rich foods, including 'taste' (P < 0.01) and 'going well with other snacks' (P < 0.05), compared to those in the LC group. Negative expectations of 'indigestion' were stronger in the LC group than HC group (P < 0.001). Among self-efficacy items, perceived ability of 'eating dairy foods for snacks' (P < 0.001), 'eating dairy foods every day' (P < 0.01), and 'eating calcium-rich side dishes at meals' (P < 0.05) differed significantly between the HC and LC groups. Eating behaviors including more frequent consumption of dairy foods, fruits or fruit juice (P < 0.001), anchovy, seaweeds, green vegetables, protein-rich foods (P < 0.05), and less frequent consumption of sweets or soft drinks (P < 0.01) were significantly related to calcium intake. CONCLUSIONS: This study found that outcome expectations, self-efficacy in consuming calcium-rich foods, and eating behaviors are important in explaining calcium intake. Nutrition education needs to address practical benefits, reduce negative expectations of calcium-rich foods, increase self-efficacy, and modify eating behaviors contributing to calcium intake.

Moderating Effect of Internet Activity on Privacy Attitude and Expectations of the fourth Industrial Revolution

  • Park, Seungbae;Hong, Jaewon
    • Journal of the Korea Society of Computer and Information
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    • v.26 no.1
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    • pp.253-258
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    • 2021
  • In this study, we explored consumers' the privacy attitudes and Internet activities on the expectations of the fourth industrial revolution. Furthermore, we examined the moderating effect of Internet activities between the privacy attitudes and the expectations of the fourth industrial revolution. Research data are 2018 Korea media panel survey provided by Korea Information Society Development Institute. As a result, concerns about privacy were negative on the expectations of the fourth industrial revolution. Consumer's internet activities had a positive effect on the expectations of the fourth industrial revolution. Concerns about privacy have a negative effect on the expectations of the fourth industrial revolution, but active internet activities have mitigated it or turned it into a positive. This study will contribute as basic data for more active responses in the economic structure facing the 4th industrial revolution.