• Title/Summary/Keyword: Social Networking Analysis

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Attributes of Social Networking Services : A Classification and Comparison (소셜 네트워크 서비스의 속성 : 분류와 비교)

  • Sohn, Jeong Woong;Kim, Jin Ki
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.41 no.1
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    • pp.24-38
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    • 2018
  • Since a social networking service (SNS) isconsidered as an effective means to communicate and interact with customers, companies are trying to utilize SNS effectively. There is a lack of theory relating to the attributes of SNS. This study aims to investigate the attributes of SNS to classify SNS. Based on the social network theory, and previous studies on internet, blog, homepage, communication attributes, this study proposes the seven attributes to classify SNS: interaction, communication, entertainment, information, sharing, intimacy and connection. A pre-test, a pilot test and a main test are conducted. In the main test, 239 SNS users are participated. Through a factor analysis this study verifies the seven attributes of SNS. An analysis of variance with multiple comparisons of $Scheff{\acute{e}}$ method identifies that three attributes, interaction, communication and connection, are found to play significant roles to differentiate SNS. Looking at the overall mean values of the SNS by attribute, interaction, sharing, entertainment, intimacy and communication were relatively high in Facebook. Facebook showed higher values in attributes of interaction, sharing, entertainment, intimacy and communication. Twitter shows the relatively high scores for information and connection. Regarding interaction, Facebook shows higher scores than Twitter and Cyworld. For connection, Cyworld showed a significantly lower score than Twitter and Facebook. Cyworld was separated from the others in the light of communication. Cyworld is relatively weak in communication as it is limited to the message exchanges. The results will help in identifying major attributes for each SNS and classifying SNS.

The Types of Change in Mothers' Parenting Competency During Their Children's 2nd to 3rd Grades of Primary School and Their Predictive Factors: Focusing on the Changes in Self-System Competency, Level of Understanding of School Life, Number of Counseling Sessions, and Social Networking (초등 저학년 자녀를 둔 어머니의 2-3학년 시기 양육역량 변화유형과 예측요인: 자기체계역량, 학교생활 파악수준, 담임교사 상담횟수 및 사회관계망 변화를 중심으로)

  • Choi, Jihye;Cho, Hye Ryung;Kim, Youngsun
    • Korean Journal of Childcare and Education
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    • v.18 no.3
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    • pp.19-36
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    • 2022
  • Objective: This study aimed to analyze the changes and predictive factors of mothers' parenting competencies during their children's second to third grades in primary school. Methods: We used the data from the Panel study of Korean Parental Educational Involvement. We classified 373 mothers into three groups, 'reduced' parenting competency, 'maintained' parenting competency, and 'increased' parenting competency, and conducted one-way variance analysis and multinomial logistic regression analysis. Results: First, the mothers' parenting competency decreased between their children's 2nd year and 3rd year in primary school. Second, the 'reduced', 'maintained', and 'increased' groups differed from each other in the degree of change in self-system competency, level of understanding of school life, number of counseling sessions with homeroom teachers, and social networking. Third, the degree of change in self-system competency and social networking predicted the increase in mothers' parenting competency. The degree of change in self-system competency and the level of understanding of school life predicted the maintenance of mothers' parenting competency. Conclusion/Implications: This study, for the first time, has revealed the change in mothers' parenting competency and its predictive factors after the second year in primary school. How to support the growth of mothers' parenting competency was also discussed.

Identifying Influential People Based on Interaction Strength

  • Zia, Muhammad Azam;Zhang, Zhongbao;Chen, Liutong;Ahmad, Haseeb;Su, Sen
    • Journal of Information Processing Systems
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    • v.13 no.4
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    • pp.987-999
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    • 2017
  • Extraction of influential people from their respective domains has attained the attention of scholastic community during current epoch. This study introduces an innovative interaction strength metric for retrieval of the most influential users in the online social network. The interactive strength is measured by three factors, namely re-tweet strength, commencing intensity and mentioning density. In this article, we design a novel algorithm called IPRank that considers the communications from perspectives of followers and followees in order to mine and rank the most influential people based on proposed interaction strength metric. We conducted extensive experiments to evaluate the strength and rank of each user in the micro-blog network. The comparative analysis validates that IPRank discovered high ranked people in terms of interaction strength. While the prior algorithm placed some low influenced people at high rank. The proposed model uncovers influential people due to inclusion of a novel interaction strength metric that improves results significantly in contrast with prior algorithm.

How Social Media is Transforming the Fashion Consumers: The Effects of "Social" Consumer Attributes on Brand Engagement in Social Networking Sites

  • Park, Hyejune
    • Fashion, Industry and Education
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    • v.15 no.1
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    • pp.1-11
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    • 2017
  • The proliferation of social media has given rise to the new consumer group, namely, social consumers. This study identified the distinct characteristics of social consumers (i.e., online social search, online social navigation, online social connection) and examined the impacts of social consumer attributes on the engagement with fashion brands via brands' SNSs (BSNSs). A sample of 141 U.S. consumers who had browsed and/or participated in a fashion brand's BSNS (i.e., the Facebook page for fashion brands) was used to examine hypothesized relationships. The analyses involved running a confirmatory factor analysis and a structural equation modeling. The result indicates that the impacts of the social consumer attributes on the benefits of BSNSs (i.e., experiential and functional benefits) as perceived by consumers were significant, except the link between online social connection and functional benefits. In addition, consumers' existing relationship with a brand served as a moderating variable, strengthening the impacts of social consumer attributes on BSNS benefits. The perceived benefits of BSNSs positively affected perceived relationship investment which in turn influenced brand loyalty. Practical marketing suggestions are provided for fashion brands.

Facebook Me Right: Needs-Based Segmentation of Facebook Brand Page Users

  • Lee, Kiwon;Lim, Heejin
    • Fashion, Industry and Education
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    • v.15 no.1
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    • pp.12-28
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    • 2017
  • In the era of social media, marketers have struggled to understand and serve participants' diverse and multifaceted needs in a novel form of online brand community in the social-networking sites such as Facebook. Thus, this study identifies different groups of participants affiliated with Facebook brand pages based on their needs for brand connection. The need-based segments are validated by comparing results across foodservice and consumer goods. Results of cluster analysis reveal three distinct segments (i.e., residents, lurkers, and peepers) based on participants' functional, experiential, and incentive needs. Results of multivariate analysis of variance illustrate significant differences in relational tendencies for a brand of interest among these three groups. The three groups are profiled based on participants' engagement level. Findings of this study are expected to help marketers better understand the needs of diverse participants in their SNS-embedded brand community so they can develop tailored communication strategies for targeted groups.

A Case Analysis on the Catch-up Strategy of Late-Comer Firms in the Social-Media Service Industry (소셜 미디어 서비스 산업 후발기업의 Catch-up 전략 사례분석)

  • Ham, Yeon-Joo;Jo, Hyung-Rae
    • Journal of Information Technology Services
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    • v.11 no.4
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    • pp.309-333
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    • 2012
  • Recently, emergence of smart-phones and Social Networking Service(SNS) would offer the market environment changes and the opportunities for new business. For the case analysis comprehensive survey were implemented. And those data were analyzed along the research framework. The late-comer firms offered differential services, maintained creative and opened corporate culture, shoed learning capabilities which means absorption and organization of external knowledge, innovative efforts to control the insurgents than early-mover firms. When we analyze these phenomena along the developmental stages of late-comer, we can perceive that the stage of late-comers firms were moving from the "tracing the path" stage to "jumping the path" stage which means the creating capabilities were more or less enhanced and the firms become more stable in terms of business operation. In business model, early-mover firms showed clear definition for each business element, especially the revenue structure, while late-mover firms seemed unstable or unclear revenue structure.

Accreditation System for Social Enterprise and Business Strategies of Social Enterprises in South Korea (정부의 사회적 기업인증제도가 사회적 기업의 전략에 미치는 영향에 관한 실증연구)

  • Kim, Gyun;Choi, Seok-Hyeon
    • Asia-Pacific Journal of Business
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    • v.11 no.1
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    • pp.93-114
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    • 2020
  • Purpose -The purpose of this study is to analyze how the accreditation system affect the selection of business strategies in social enterprises, which create social value rather than maximize profits. Design/methodology/approach - This study collected survey data from 40 accredited and 53 non-accredited social enterprises. This research employs a Fuzzy-set/qualitative comparative analysis to compare the combinations of factors that affect a social enterprise's performance Findings - The results show that for accredited enterprises organizational capabilities are significantly more important than networking capabilities, whereas for non-accredited enterprises internal communication, governance capacities and networking competencies are most important capabilities to improving their social performance. And also The accreditation systems for social enterprises would entice social enterprise away from business strategies based on with local society, which is differentiated with commonly accepted social enterprise model. Research implications or Originality - This research suggests that the accreditation system for social enterprises should be redesigned for enticing social enterprises in Korea to be more localized to meet local needs in terms of positive changes of local society.

Study on gatekeeping in selecting process of people in the news: Based on Social Capital theory (인물뉴스의 특성과 결정요인 연구: 사회자본(Social Capital) 이론을 중심으로)

  • Lee, Wan-Soo
    • Korean journal of communication and information
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    • v.32
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    • pp.295-332
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    • 2006
  • This study inquires at behavior and attitude of gatekeepers at major Korean media in the process of selecting and covering newsmakers, with focusing on factors, paths and practices in making news on the people. The study assumes that gatekeepers' social networking process with social elites, based on birth places, alma mater and kinship, plays great role in making people in the news. The study applies methods of in-depth interviews with people-page gatekeepers and content analysis of news on newsmakers. The in-depth interviews and content analysis unveil that people-page gatekeepers tend to support high society and social elite group. Furthermore, through the process of news-making, the gatekeeper group shares social capital such as economic exchanges and socio-political influences with social elite group. The result of interviews and analysis confirm that social networking based on personal affiliation plays as an important factor in selecting and covering newsmakers. With in-depth analysis of news contents, the study finds out that social elite groups of top government officials, corporate CEOs, medical doctors, lawyers, judges, prosecutors, college professors, cultural celebrities and journalists, who are predominantly male, appear on people pages much frequently out of proportion. The content analysis also reveal that 'personal news,' which cover personal and private life or unilaterally promote newsmakers predominate in terms of frequency and amount over socially-important or pubic-interested 'public news.' In terms of news values, fragmentary news composed of sensational, personal and gossiping elements appear more frequently than socially-meaningful news with strong social issues and public messages.

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The Effects of Global and Artistic Competence on the Intention of Start-up (글로벌 역량과 예술적 역량이 창업 의도에 미치는 영향)

  • Um, Hyemi;Zhang, Shengnan
    • Journal of Digital Convergence
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    • v.19 no.4
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    • pp.57-71
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    • 2021
  • As the global economy becomes globalized, there is a growing demand for nurturing talent to enhance the competitiveness of individuals and countries. Studying abroad is one of the ways of education to gain high qulaity education and skills, and get closer to the local market, the international market. This study sought to define the factors of global competence and artistic competence for foreign students in Korea, and to clarify the impact of global competence and artistic capacity on the intention of start-up, networking behavior, mediating and regulating effects of social support. The results of the empirical analysis of Chinese students studying in Korea in this study are as follows. First, three sub-factors (knowledge, skill, attitude) of global competency have been shown to have a positive influence on networking behavior. Second, three sub-factors (expression, creativity, media) of artistic competence were having a positive impact on networking behavior. Third, networking behavior has been confirmed to have a positive effect on the intention of start-up. Fourth, the results showed that social support regulates the relationship between networking behavior and start-up intent. Fifth, it was confirmed that networking behavior has the effect of mediating global capabilities and intention to start a business. This study is meaningful in verifying that the networking behavior of students studying abroad plays a positive role in the intention of starting a business by studying the intention of students to adapt to the new social culture, educational environment in foreign countries.

The Relation between Social Networking Sites and Depression by Gender: Mediating effects of Collective Identity, Perceived Social Support, and Negative Comparison (성별에 따른 SNS사용유형이 우울감에 미치는 영향연구: 집단소속감, 지각된 사회지지, 부정적 사회비교의 매개효과)

  • Lee, Seunguk;Choi, Younyoung;Lee, Hyunwoo
    • Journal of the Korea Convergence Society
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    • v.10 no.8
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    • pp.205-215
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    • 2019
  • The purpose of this study aimed to investigate the gender differences in the mediating effects of perceived social support and negative comparison in the relation between social networking sites and depression. For this analysis, 483 samples were collected and conducted by multi-group structural equation model. The findings of this study were as follows: (1) Collective identity was observed both in Facebook and in Internet Cafe activities. (2) Collective identity was positively related to perceived social support, but perceived social support was negatively related to depression. Also, negative comparison was positively related to depression. (3) In terms of gender differences, the Facebook activities were negatively related to depression for male while the internet cafe activities were positively related to depression for female. Lastly, (4) The collective identity was positively related to negative comparison for female.