Rethinking EU’s Global Image: Sentiment and Semantic Network Analyses of EU-related YouTube Videos

2020 ◽  
Vol 11 (2) ◽  
pp. 27-48
Author(s):  
Sae-Won CHUNG
2018 ◽  
Vol 4 (3) ◽  
pp. 205630511879076 ◽  
Author(s):  
Sean M. Eddington

In the context of the 2016 U.S. Presidential Election, President Donald Trump’s use of Twitter to connect with followers and supporters created unprecedented access to Trump’s online political campaign. In using the campaign slogan, “Make America Great Again” (or its acronym “MAGA”), Trump communicatively organized and controlled media systems by offering his followers an opportunity to connect with his campaign through the discursive hashtag. In effect, the strategic use of these networks over time communicatively constituted an effective and winning political organization; however, Trump’s political organization was not without connections to far-right and hate groups that coalesced in and around the hashtag. Semantic network analyses uncovered how the textual nature of #MAGA organized connections between hashtags, and, in doing so, exposed connections to overtly White supremacist groups within the United States and the United Kingdom throughout late November 2016. Cluster analyses further uncovered semantic connections to White supremacist and White nationalist groups throughout the hashtag networks connected to the central slogan of Trump’s presidential campaign. Theoretically, these findings contribute to the ways in which hashtag networks show how Trump’s support developed and united around particular organizing processes and White nationalist language, and provide insights into how these networks discursively create and connect White supremacists’ organizations to Trump’s campaign.


2018 ◽  
Author(s):  
Jakeem Amir Lewis ◽  
Perry M Gee ◽  
Chia-Ling Lynn Ho ◽  
Lisa M Soederberg Miller

BACKGROUND As individuals age, chronic health difficulties may disrupt physical and social well-being. Individuals can turn to online communities to interact with similar peers, which may help buffer negative effects resulting from health difficulties. OBJECTIVE This study investigated the reasons that older adults join a diabetes online community to better understand the specific resources that are being sought. METHODS We used semantic network analyses to categorize the reasons participants provided for joining a community during the sign-up process. RESULTS The most frequent reasons for joining were to seek information about their health condition, to help with self-management of health difficulties, for feelings of informational and social support, and for having a community with whom to share. Women were more likely to go online for sharing and companionship as well as for information and social support reasons, whereas men were more likely to go online for general information and self-management reasons. CONCLUSIONS This study shows the reasons older adults seek to join a diabetes online community: for increased information and support regarding chronic health difficulties. Practitioners may want to consider ways to promote access to online communities among their older patients as a source of health information and a resource to provide a sense of community.


2020 ◽  
Author(s):  
Nikita Basov

This paper utilizes a mixture of qualitative, formal, and statistical socio-semantic network analyses to examine how cultural homophily works when field logic meets practice. On the one hand, because individuals in similar field positions are also imposed with similar cultural orientations, cultural homophily reproduces ‘objective’ field structure in intersubjective social network ties. On the other hand, fields are operative in practice and to accomplish pragmatic goals individuals who occupy different field positions often join in groups, creatively reinterpret the field-imposed cultural orientations, and produce cultural similarities alternative to the position-specific ones. Drawing on these emergent similarities, the cultural homophily mechanism might stimulate social network ties between members who occupy not the same but different field positions, thus contesting fields. I examine this ambivalent role of cultural homophily in two creative collectives, each embracing members positioned closer to the opposite poles of the field of cultural production. I find different types of cultural similarities to affect different types of social network ties within and between the field positions: Similarity of vocabularies stimulates friendship and collaboration ties within positions, thus reproducing the field, while affiliation with the same cultural structures stimulates collaboration ties between positions, thus contesting the field. The latter effect is visible under statistical analysis of ethnographic data, but easy to oversee in qualitative analysis of texts because informants tend to flag conformity to their positions in their explicit statements. This highlights the importance of mixed socio-semantic network analysis, both sensitive to the local context and capable of unveiling the mechanisms underlying the interplay between the cultural and the social.


Author(s):  
Sejung Park ◽  
Jiwon Kim

This study examined the development of the public discussion on Twitter about the abusive comments specific to misogynistic discourse after the suicide of Sulli, a female celebrity in South Korea. Both the pattern of social networking between the users and the semantic representations of user responses were analyzed from a social network perspective using a large-scale Twitter dataset. A total of 37,101 tweets generated by 25,258 users were collected and analyzed. The findings of the network analysis suggest that hubs and authorities on Twitter were closely connected to each other and contributed to promoting the public discussion about abusive comments in response to her death. The results of the semantic network analysis suggested that her death, presumably due in part to continuous hateful comments from trolls, evoked an open discussion about the deeply rooted abusive comments and misogyny that are prevalent in South Korea. Users perceived that sensational news coverage about celebrities and unethical journalistic practices led to abusive comments and her death. The users shared their observations that gendered hate speech contributed to Sulli’s bullying. Dominant words that referred to Sulli’s sexual harassment show the ways in which haters had bullied her, as well as the criticism of online harassment. The results imply that the issue of online misogyny was closely associated with abusive comments in the public consciousness. This study verified the role of celebrities in increasing awareness about social issues and word-of-mouth dissemination even after a death. This study also offers methodological insights by demonstrating how social network analysis can be used to analyze public discussion using big data.


2021 ◽  
pp. 102831532110420
Author(s):  
Pernill Gerdien Antoinette van der Rijt

The global mobility of students is on the rise and the recruitment of international students is high on the agenda of institutions in higher education. By communicating a distinctive corporate identity on their websites, universities can distinguish themselves from competitors and generate a positive image to attract talented international students. In this study, the online corporate identity of top universities in 12 countries is compared by semantic network analyses. This cross-country comparison demonstrates that universities in different countries create a distinctive online corporate identity by using different (combinations of) frames within four identified themes: internal characteristics, student resources, external position and affairs, and corporate citizenship. These insights are useful in the development of communication strategies by universities and national governments.


2020 ◽  
pp. 232948842090714
Author(s):  
Keonyoung Park ◽  
Hyejin Kim ◽  
Hyejoon Rim

The study attempts to understand corporations’ efforts to communicate their values and commitment to stakeholders after a crisis. Specifically, the study explores the characteristics of communication efforts that may differ depending on the reputational crisis types: corporate ability (CA) and corporate social responsibility (CSR) crises. Employing a series of semantic network analyses, the study examined the sustainability annual reports of two Korean airlines (i.e., Korean Air and Asiana Airlines) published before and after their recent crises. Results showed how sustainability reports’ central keywords, social issues the companies support, and prioritized stakeholders varied in response to the different types of crises. Word frequency results showed that there was an increasing trend in emphasizing the word “safety” after both types of crisis, while a noticeable decrease in emphasis on the word “ethics” was observed after CA crisis. The results of semantic network analyses showed that Korean Air’s sustainability reports seemed to focus more on aspects of the relationship with stakeholders after the CSR crisis, while Asiana Airlines appeared to place more emphasis on business-related notions after the CA crisis. Theoretical and practical implications are discussed.


2019 ◽  
Author(s):  
Qijin Cheng ◽  
Carrie Siu Man Lui ◽  
Flora Wai Lam Ip ◽  
Paul Siu Fai Yip

BACKGROUND There is a growing trend of promoting suicide prevention in YouTube, but it is yet to know the types and characteristics of videos that can engage the audience effectively. OBJECTIVE This study aimed to examine how YouTube was used and its impacts in response to the recent spate of student suicides in Hong Kong. METHODS We conducted content and network analyses on the videos’ impact metrics and studied the comments on the videos related to the student suicides during the 2015/2016 school year. RESULTS 162 relevant YouTube videos by seven types of stakeholders were identified. Those top and popular YouTubers disclosing personal experiences of overcoming suicide risk (Papageno effect) generated significantly greater impacts. The influential YouTubers’ suicide prevention videos attracted different groups of viewers and generated more interactions among their viewers. CONCLUSIONS Influential YouTubers’ self-disclosure videos have a larger impact on youth suicide prevention.


Sign in / Sign up

Export Citation Format

Share Document