• Title/Summary/Keyword: Social Media Data

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소셜 미디어 빅데이터 분석을 통한 장애 유아에 대한 사회적 인식 연구 (A Study on Social Perception of Young Children with Disabilities through Social Media Big Data Analysis)

  • 김경민
    • 한국융합학회논문지
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    • 제13권2호
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    • pp.1-12
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    • 2022
  • 본 연구는 장애 유아에 대한 최근 10년간의 사회적 인식을 알아보기 위해 인터넷 기반의 빅데이터 분석 시스템인 Textom을 활용하였다. Textom으로 수집된 자료는 데이터 클리닝 과정을 거쳐 빈도가 높은 순으로 50개의 키워드가 선정되었으며, 의미연결망 분석을 위해 UCINET6으로 중심성 분석과 CONCOR분석을 실시하였다. 분석된 자료는 NetDraw를 활용하여 시각화하였다. 그 결과 '교육, 요구, 부모, 통합교육' 등의 키워드가 빈도수, 연결 및 위세 중심성에서 높은 순위를 차지하였다. 그리고 매개 중심성은 '부모, 교사, 문제, 프로그램, 상담'이 높은 순위를 차지하였다. CONCOR분석에서는 '장애, 유아, 진단, 프로그램'의 키워드를 중심으로 하는 4개 군집이 형성되었다. 이러한 연구 결과를 바탕으로 장애 유아에 대한 사회적 인식의 주제가 무엇인지 살펴보고, 주제별 시사점을 논하였다.

Demographics, Social Media Use and Perceived Academic Stress of Secondary School Students in St. Thomas Aquinas College, Akure, Nigeria

  • Igbinovia, Magnus Osahon;Idhalama, Ogagaoghene Uzezi;Alex-Nmecha, Juliet C.
    • International Journal of Knowledge Content Development & Technology
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    • 제9권4호
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    • pp.7-29
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    • 2019
  • The study was carried out to investigate the influence of demographics and social media use on perceived academic stress of secondary school students in St. Thomas Aquinas College, Akure, Nigeria. This was achieved using five research questions and four null hypotheses. The population of the study consisted of 1,107 students at ISCED level 3, out of which 286 were selected based on the Israel (2003) model for determining sample size. The Ex-Post Facto (EPT) research design of the correlational type was employed to investigate the study while questionnaire was used for data elicitation. Out of the 286 copies distributed, 192 (67% response rate) were retrieved and analyzed using descriptive statistics (frequency, percentage, mean and standard deviation) and inferential statistics (correlation and multiple regression). The findings revealed that there is high frequency of social media use among secondary school students, majorly for meeting new friends and chatting. The perceived academic stress (PAS) of the students was found to be moderate. Of the three demographics considered, only class had significant influence on PAS. Use of social media did not have significantly influence on PAS of the students. When combined, demographics and social media use predicted PAS; and when considered relatively, of the independent variables, only class as an aspect of demographics predicted PAS. Therefore, the authors concluded that PAS of secondary school students is not directly influenced by demographics (except for class) and social media use. Based on the study's conclusion, recommendations were made.

Information Credibility between Social Media Site and Review Site : Which One Do I Trust More?

  • Seo, DongBack;Lee, Jung
    • Journal of Information Technology Applications and Management
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    • 제21권3호
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    • pp.35-52
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    • 2014
  • This study aims to examine how the relationship with an information source affects people to perceive credibility of online information. We developed a conceptual framework that explained how people perceived information credibility when they were familiar with the information source and/or when the information source seemed credible. We then compared the models in two different contexts, namely, online review and social media sites, to examine differences. We surveyed 136 online social media users with their online shopping experiences. Among our eight hypotheses, three (H6: the personality similarity between an information provider and an information seeker enhances the perceived credibility of the former; H7: the credibility of an information provider produces a much stronger mediating effect in review sites than in social media sites; H8: the familiarity of an information seeker with an information provider produces a stronger mediating effect in social media sites than in review sites) are fully supported and four (H1: the credibility of an information provider has a positive influence on the perceived credibility of the online information; H2: the familiarity of an information seeker with an information provider has a positive influence on the perceived credibility of the online information; H3: the goal similarity between an information provider and an information seeker enhances the perceived familiarity of the latter with the former; H5: the personality similarity between an information provider and an information seeker enhances the perceived familiarity of the latter with the former) are partially supported. The hypothesis of H4: the goal similarity between an information provider and an information seeker enhances the perceived credibility of the former is rejected. The result confirms that credibility of information is strongly mediated by credibility of information source than familiarity with information source in online review sites and vice versa in social media sites.

소셜 미디어에서 정보공유를 위한 애착의 매개역할: 사회적 자본이론 관점 (Mediating Roles of Attachment for Information Sharing in Social Media: Social Capital Theory Perspective)

  • 정남호;한희정;구철모
    • Asia pacific journal of information systems
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    • 제22권4호
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    • pp.101-123
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    • 2012
  • Currently, Social Media, it has widely a renown keyword and its related social trends and businesses have been fastly applied into various contexts. Social media has become an important research area for scholars interested in online technologies and cyber space and their social impacts. Social media is not only including web-based services but also mobile-based application services that allow people to share various style information and knowledge through online connection. Social media users have tendency to common identity- and bond-attachment through interactions such as 'thumbs up', 'reply note', 'forwarding', which may have driven from various factors and may result in delivering information, sharing knowledge, and specific experiences et al. Even further, almost of all social media sites provide and connect unknown strangers depending on shared interests, political views, or enjoyable activities, and other stuffs incorporating the creation of contents, which provides benefits to users. As fast developing digital devices including smartphone, tablet PC, internet based blogging, and photo and video clips, scholars desperately have began to study regarding diverse issues connecting human beings' motivations and the behavioral results which may be articulated by the format of antecedents as well as consequences related to contents that people create via social media. Social media such as Facebook, Twitter, or Cyworld users are more and more getting close each other and build up their relationships by a different style. In this sense, people use social media as tools for maintain pre-existing network, creating new people socially, and at the same time, explicitly find some business opportunities using personal and unlimited public networks. In terms of theory in explaining this phenomenon, social capital is a concept that describes the benefits one receives from one's relationship with others. Thereby, social media use is closely related to the form and connected of people, which is a bridge that can be able to achieve informational benefits of a heterogeneous network of people and common identity- and bonding-attachment which emphasizes emotional benefits from community members or friend group. Social capital would be resources accumulated through the relationships among people, which can be considered as an investment in social relations with expected returns and may achieve benefits from the greater access to and use of resources embedded in social networks. Social media using for their social capital has vastly been adopted in a cyber world, however, there has been little explaining the phenomenon theoretically how people may take advantages or opportunities through interaction among people, why people may interactively give willingness to help or their answers. The individual consciously express themselves in an online space, so called, common identity- or bonding-attachments. Common-identity attachment is the focus of the weak ties, which are loose connections between individuals who may provide useful information or new perspectives for one another but typically not emotional support, whereas common-bonding attachment is explained that between individuals in tightly-knit, emotionally close relationship such as family and close friends. The common identify- and bonding-attachment are mainly studying on-offline setting, which individual convey an impression to others that are expressed to own interest to others. Thus, individuals expect to meet other people and are trying to behave self-presentation engaging in opposite partners accordingly. As developing social media, individuals are motivated to disclose self-disclosures of open and honest using diverse cues such as verbal and nonverbal and pictorial and video files to their friends as well as passing strangers. Social media context, common identity- and bond-attachment for self-presentation seems different compared with face-to-face context. In the realm of social media, social users look for self-impression by posting text messages, pictures, video files. Under the digital environments, people interact to work, shop, learn, entertain, and be played. Social media provides increasingly the kinds of intention and behavior in online. Typically, identity and bond social capital through self-presentation is the intentional and tangible component of identity. At social media, people try to engage in others via a desired impression, which can maintain through performing coherent and complementary communications including displaying signs, symbols, brands made of digital stuffs(information, interest, pictures, etc,). In marketing area, consumers traditionally show common-identity as they select clothes, hairstyles, automobiles, logos, and so on, to impress others in any given context in a shopping mall or opera. To examine these social capital and attachment, we combined a social capital theory with an attachment theory into our research model. Our research model focuses on the common identity- and bond-attachment how they are formulated through social capitals: cognitive capital, structural capital, relational capital, and individual characteristics. Thus, we examined that individual online kindness, self-rated expertise, and social relation influence to build common identity- and bond-attachment, and the attachment effects make an impact on both the willingness to help, however, common bond seems not to show directly impact on information sharing. As a result, we discover that the social capital and attachment theories are mainly applicable to the context of social media and usage in the individual networks. We collected sample data of 256 who are using social media such as Facebook, Twitter, and Cyworld and analyzed the suggested hypotheses through the Structural Equation Model by AMOS. This study analyzes the direct and indirect relationship between the social network service usage and outcomes. Antecedents of kindness, confidence of knowledge, social relations are significantly affected to the mediators common identity-and bond attachments, however, interestingly, network externality does not impact, which we assumed that a size of network was a negative because group members would not significantly contribute if the members do not intend to actively interact with each other. The mediating variables had a positive effect on toward willingness to help. Further, common identity attachment has stronger significant on shared information.

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소셜미디어에서 약한 유대관계의 형성 (Formation of Weak Ties in Social Media)

  • 박차라;임성택;차상윤;이인성;김진우
    • 한국콘텐츠학회논문지
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    • 제14권4호
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    • pp.97-109
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    • 2014
  • 사용자들이 콘텐츠를 매개로 하여 의견이나 관점, 경험 등을 공유하고, 사용자들 간의 상호작용을 촉진시키는 온라인 서비스를 소셜미디어라고 한다. 본 연구는 소셜미디어 사용자들의 공유 행동과 사용자 간 상호작용을 이해하는데 중요하다고 판단되는 약한 유대관계에 초점을 맞추어 사회 연결망 이론과 불확실성 감소 이론을 기반으로 약한 유대관계의 형성에 영향을 미치는 주요 요인들을 탐색적으로 도출하고자 하였다. 이를 위하여 본 연구에서는 다이어리 조사와 심층 인터뷰 등의 정성적 연구를 실시하였으며, 수집된 데이터를 근거이론 방법론에 따라 분석하였다. 본 연구의 결과, 소셜미디어에서는 강한 유대관계 보다 약한 유대관계를 통한 공유와 상호작용이 활발히 이루어지는 것을 발견할 수 있었다. 또한 유사성과 자기개방, 그리고 관련성이 소셜미디어 사용자 간 심리적 거리감을 줄이고 이는 소셜미디어 사용자들이 느끼는 불확실성을 감소시킴으로써 약한 유대관계의 형성을 촉진시키는 것으로 나타났다.

라이브커머스에서 가상실재감의 효과와 결정요인 연구: 라이브쇼핑 매체 및 인플루언서 특성을 중심으로 (A Study on the Effect and Determinants of Virtual Presence in Live Commerce: Focusing on the Characteristics of Live Shopping Media and Influencers)

  • 최수정;김태경
    • 한국정보시스템학회지:정보시스템연구
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    • 제32권1호
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    • pp.23-51
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    • 2023
  • Purpose: Live commerce is a new type of electronic commerce in combination with live streaming services. It is expected to increase virtual presence in the context of online shopping by overcoming a lack of social interactions between sellers and buyers which have been raised as a limitation in electronic commerce. Drawing on the studies of communication media, this study examines how live commerce contributes to the increase of virtual presence which consists of telepresence and social presence. Telepresence refers to a buyer's perception that he or she is present at the physical shopping mall during live shopping streaming whereas social presence refers to a buyer's perception of social interaction with a seller which is human warm, social, sensitive, and personal. In this study, we verify key determinants of virtual presence and its consequences. More specifically, this study proposes virtual presence contributes to the increase of buyers' trust in products and further purchase intentions. Furthermore, we verify influential factors of virtual presence from the technical and influencer perspectives of live commerce. Design/methodology/approach: To test the proposed hypotheses, the partial least squares (PLS) analysis is conducted with a total of 250 data collected on users with experience in the TaoBao live streaming shopping platform. Findings: The results show that first, telepresence and social presence are increased by visibility, media richness and attractiveness in the context of live shopping streaming. Second, buyers' trust in product trust and purchase intentions are positively influenced by telepresence and social presence. Finally, buyers' trust in product has a direct, positve effect on their purchase intentions. Overall, the findings offer new insights into the studies of electronic commerce by introducting the concepts of virtual presence and media richness from the literature of communication media in the field of live commerce.

소셜러닝을 적용한 직업교육 성과분석 사례연구 (Case Study on Application of Social Learning in Workforce Education)

  • 이수경;박연정
    • 디지털콘텐츠학회 논문지
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    • 제16권4호
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    • pp.523-534
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    • 2015
  • 소셜러닝은 소셜미디어의 단순한 교육적 활용에서 나아가, '학습자의 참여가 증진되고 동료학습자간의 의사소통과 의견 공유가 주된 학습 활동으로 부각되며, 학습자와 교수자간의 활발한 상호작용에 의하여 학습의 내용이 적응적으로 제공되는 학습' 이다. 본 연구에서는 소셜미디어의 특징과 소셜러닝에 대한 개념 이해를 바탕으로, 소셜러닝 교육과정을 기획, 설계, 개발하고, 실제 직업교육 현장에 적용한 후 그 성과를 분석하였다. 302명이 입과하여 138명이 수료를 한 '유통혁신을 위한 POP 및 품목별 진열기법'을 다룬 소셜러닝 시범운영은 시간흐름에 따른 콘텐츠 제시방식, 진행형 콘텐츠와 학습자간 활발한 상호작용을 지원하는 플랫폼 개발, 소형 스마트 기기에 의한 효과적 직무교육 지원체제가, 핵심적 특징으로 적용되었다. 본 연구에서는 학습관리시스템에 남겨진 로그데이터를 통한 학습행태 분석, 온라인 활동과 과제로 구성된 평가결과 및 수료율 분석, 설문조사를 통한 학습자 특성 및 만족도 분석이 실시되었다. 종합적 분석에 의하여 소셜러닝의 개선사항과 향후 발전방향을 제언하였다.

Knowing the Level of Information Security Awareness in the Usage of Social Media Among Female Secondary School Students in Eastern Makkah Al-Mukarramah- Saudi Arabia

  • Gharieb, Magdah Ezat
    • International Journal of Computer Science & Network Security
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    • 제21권8호
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    • pp.360-368
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    • 2021
  • This study aims at knowing both the level of information security awareness in the use of social media among female secondary school students in Makkah Al-Mukarramah, and the procedures that students follow when exposed to hacking or other security problems. The study relied on the descriptive survey approach. The results showed a high percentage of social media use among the study sample, and the most used applications by the students are snapchat and Instagram applications successively. In fact, 48% of the study sample have awareness of information security, the majority of the students memorize the password in the devices, most of them do not change them, and they have knowledge of fake gates and social engineering. However, their knowledge of electronic hacking is weak, and students do not share passwords with anyone at a rate of 67%. At the same time, they do not update passwords. Moreover, most of the procedures followed by students when exposed to theft and hacking is to change the e-mail data and the password, and the results varied apart from that, which reflects the weak awareness of the students and the weakness of procedures related to information security. The study recommends the necessity to raise awareness and education of the importance of information security and safety, especially in light of what the world faces from data electronic attacks and hackings of electronic applications.

온라인 농식품 구매시 소셜미디어 이용 군집에 따른 소비자특성에 대한 연구 (A Study on Consumer Characteristics According to Social Media Use Clusters When Purchasing Agri-food Online)

  • 이명관;박상혁;김연종
    • 벤처창업연구
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    • 제16권4호
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    • pp.195-209
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    • 2021
  • 서울시 전자상거래센터에서 실시한 2019-2020년 소셜미디어 이용실태 조사에 따르면 소비자 10명 중 5명이 소셜미디어를 통한 쇼핑경험이 있는 것으로 조사되었으며, The CMO Survey에서 2020년 코로나 펜데믹 기간에 실시한 조사에 따르면 전통적인 광고매체의 비용은 축소되고 소셜미디어에 대한 광고지출은 74%나 상승함으로써 소셜미디어가 더욱 중요한 마케팅 요소로 자리하고 있음을 나타내고 있다. 이만큼 소셜미디어의 이용자 증가와 그에 따른 기업의 마케팅 활동이 활발해지는 동안 소셜미디어에 대한 사용자의 이용동기, 만족도, 구매의도 등 다양한 마케팅 측면에서 연구되어져 왔으나, 온라인을 통해 농식품을 구매하는 상황에서 소비자들의 소셜미디어 이용빈도가 실제 구매행위에 어떠한 차이로 나타나는가에 대해 세분화 한 연구는 없었다. 본 연구는 온라인에서 농식품을 구매하는 소비자들을 대상으로 소셜미디어 이용빈도에 따라 유형별로 군집화하여 농식품 구매상황에서 보여지는 군집별 소비자특성의 차이를 파악하고자 하였으며, 제품관여도, 제품필요도, 온라인 구매채널 선택 등 3가지 농식품 구매상황에 대해 각 군집에서 나타나는 인구통계학적 분포, 지각된 위험, 식습관 라이프스타일 등의 소비자 특성을 확인하고 군집별 유형을 제시하였다. 이를 위해 245명의 소비자를 대상으로 소셜미디어 이용빈도 및 온라인 농식품 구매행태에 대한 설문 자료를 수집하였으며, 요인분석과 신뢰성 분석으로 측정변수의 타당성을 확보하였다. 소셜미디어 이용빈도에 따른 군집분석을 실시한 결과 3개의 군집으로 나뉘어졌으며, 첫번째 군집은 주로 개방형 소셜미디어를 사용하는 집단, 두번째 군집은 개방형 소셜미디어와 폐쇄형 소셜미디어, 온라인 쇼핑몰을 고루 사용하는 집단, 세번째 군집은 전반적으로 온라인 매체 사용량이 적은 집단으로 군집별 특성이 나타났다. 각 3개의 군집을 통해 온라인에서 농식품 구매시 제품관여도, 제품필요도, 구매채널 선택에 미치는 영향을 회귀분석을 통해 확인하였다. 회귀분석 결과 온라인에서 농식품을 구매하는 상황에서 보여지는 군집1의 특성은 소셜미디어나 온라인쇼핑몰에서 농식품을 구매하는데 거부감이 없는 지방에 거주하는 30대 남자로 소비자특성이 대표된다. 군집2의 특성은 주로 건강식품 구매에 관심이 많은 소비자로 소비자특성이 대표된다. 군집3의 경우는 온라인에서 제품을 구매하는 경우 품질과 가격을 많이 따져보고 구매하며, 온라인보다 오프라인 구매가 더 안심인 사람으로 소비자특성이 대표된다. 본 연구를 통해 소셜미디어 이용빈도에 따라 농식품 구매상황에서 나타나는 소비자 특성의 차이를 확인함으로써 소셜미디어 고객타겟팅과 고객세분화 등에 대한 마케팅 실무의 전략적인 판단에 도움을 줄 수 있을 것으로 판단된다.

The Relationship between Sports Media Immersion and Sports Continuation of University Students through Social Media

  • Jung, Hana;Lee, Myoungjin;Park, Sunmun
    • International Journal of Advanced Culture Technology
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    • 제8권4호
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    • pp.144-152
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    • 2020
  • The purpose of this study is to examine the effects of university students' media sports immersion experience through social media on exercise immersion and exercise continuation. This research target was first selected as a population of university students who have contacted media sports aged 20 or older living in Gwangju Metropolitan City in 2019. The sampling procedure was divided into five parts: Dong-gu, Seo-gu, Nam-gu, Buk-gu, and Gwangsan-gu in Gwangju, and 300 men and women were sampled using cluster random sampling. After individually entering coded data into the computer, the statistical program (SPSS Windows.20.0 Version) was used. The results obtained through this research process are as follows. First, it was found that university students' immersion to media sports had a partial effect on their commitment to exercise. Second, it was found that university students' immersion in media sports had a partial effect on the continuation of the exercise. Third, it was found that college students' exercise commitment has a partial effect on exercise continuation.