scholarly journals Exploring the Structure of Social Media Network with the Concepts of Graph Theory

Millions of people use online social networking sites such as Facebook, Twitter, WhatsApp, Instagram etc. Nowadays, social media is very popular among all of us especially young generation and has become a vital part of our life. Just like a graph is made up of vertices and edges , a social media network is made up of persons or communities where each person or community represents the vertex of the social graph and the adjacency of the vertices ( edges ) is determined via friendship, common interest, common liking etc. In this paper we try to show the use of some graphical parameter in social graph so that the many properties of social media network can be reflected through graph. We have also shown how domination number plays an important role in social graph.

2020 ◽  
Vol V (III) ◽  
pp. 32-43
Author(s):  
Ashraf Iqbal ◽  
Kishwer Perveen ◽  
Saima Waheed

Social Networking sites are highly used for political proposes. In this study, the research tried to search the usage of social media by political parties during elections campaigns 2018 in Pakistan. The researcher applied the agenda-setting theory to link the social media posts of these political parties' pages and content analysis research technique for analyzing the variables. It was concluded from the that these social media are highly used for mobilizing voters where the users of these mediums not only see these posts but also like, comment and share for responding about what is uploaded on these social media pages by the representatives of political parties. It is concluded that from three trending political parties, PTI emerged as the most dominant party by using these social media tools, by uploading a maximum number of posts, by mobilizing voters to vote for a specific political party.


2021 ◽  
Vol 37 (3) ◽  
pp. 288-303
Author(s):  
Ghozian Aulia Pradhana ◽  
◽  
Syaifa Tania ◽  

This study aims to reveal how hyperreality is reflected in using the #BlackLivesMatter hashtag on social media. The death of an African-American, George Floyd, that involved white police, has sparked outrage and demonstrations in many U.S. states. Issues pertaining to racism sparked in relation to the event, and many people protested demanding justice. The demand for justice then went into a wave of massive global protests both in offline and online realities—the #BlackLivesMatter hashtag was widely used on social media when protests were held. The #BlackLivesMatter hashtag even became a trending topic on several social media platforms, as if everyone was concerned about the issue and aiming for the same purpose. However, we might find several posts that neither reflected nor were related to the case. Some social media users put the hashtag even though their content substance was not related. This phenomenon then led to a condition of hyperreality in questioning reality from a simulation of reality. The method used in this study is content analysis which measures the sentiment of comments on Twitter and Instagram. The study found that social networking sites mobilised online movements even though they were not directly related to the #BlackLivesMatter movement. On the other hand, hashtag activism reduced the true meaning of the social movement. Therefore, the hyperreality in #BlackLivesMatter could not be seen any longer as a form of massive protests demanding justice and ending violence, but merely to gain more digital presence on social media. Keywords: Black lives matter, movement, social media, hyperreality, hashtag activism.


2014 ◽  
pp. 1717-1730
Author(s):  
Joanne Kuzma

The growth of Online Social Networking sites has brought new services and communication methods to consumers. However, along with benefits, serious problems such as online cyber harassment have recently come to the forefront of the electronic media. This behavior can have significant negative effect on individuals, businesses and the social networks. Some sites have begun to provide some levels of protection and create specific anti-harassment policies in their terms of service along with implementing protection technologies. However, these protective measures are not consistent among social media, leaving some consumers at greater risk. This study analyzed 60 worldwide social sites and determined the level of cyber-harassment protection. It reviewed statistical differences among geographical-based social networks. The results showed significant gaps among various social networks, but suggests methods for improving consumer safeguards to provide consistent levels of protection.


2021 ◽  
Author(s):  
Emmanuel Etuh ◽  
Francis S. Bakpo ◽  
Eneh A.H

We live in a virtual world where actual lifestyles are replicated. The growing reliance on the use of social media networks worldwide has resulted in great concern for information security. One of the factors popularizing the social media platforms is how they connect people worldwide to interact, share content, and engage in mutual interactions of common interest that cut across geographical boundaries. Behind all these incredible gains are digital crime equivalence that threatens the physical socialization. Criminal minded elements and hackers are exploiting social media platforms (SMP) for many nefarious activities to harm others. As detection tools are developed to control these crimes so also hackers’ tactics and techniques are constantly evolving. Hackers are constantly developing new attacking tools and hacking strategies to gain malicious access to systems and attack social media network thereby making it difficult for security administrators and organizations to develop and implement the proper policies and procedures necessary to prevent the hackers’ attacks. The increase in cyber-attacks on the social media platforms calls for urgent and more intelligent security measures to enhance the effectiveness of social media platforms. This paper explores the mode and tactics of hackers’ mode of attacks on social media and ways of preventing their activities against users to ensure secure social cyberspace and enhance virtual socialization. Social media platforms are briefly categorized, the various types of attacks are also highlighted with current state-of-the-art preventive mechanisms to overcome the attacks as proposed in research works, finally, social media intrusion detection mechanism is suggested as a second line of defense to combat cybercrime on social media networks.


2022 ◽  
Vol 1 (3) ◽  
pp. 1-4
Author(s):  
Farha Yashmin Rohman ◽  

Pandemic like COVID-19 has triggered disruptions in personal and collective lives globally. It is not only a pandemic, but also an Infodemic of misinformation about the virus which raises demand for reliable and trustworthy information. With the advent of social media creation and consumption of news have been changing among the young generation. Student leaders have taken on additional work and assumed new responsibilities by volunteering in their communities and creating awareness among the public about the accuracy of information and measures to be taken against the deadly virus. This study explores the use of Facebook handles by the student leaders of two universities in Guwahati in creating awareness about the health-related messages regarding Covid-19 and its vaccination. The researcher will use critical discourse analysis to evaluate the use of social networking sites by the students’ leaders. To understand the usage by the leaders, Facebook pages of the leaders would be followed and studied backed with unstructured interviews with the leaders to understand the purpose of and pattern of using the social media handles.


2019 ◽  
Vol 13 (4) ◽  
pp. 477-491 ◽  
Author(s):  
Kaustav Mukherjee ◽  
Neelotpaul Banerjee

Purpose The study aims to demonstrate the impact of social media users’ positive attitude towards the social networking sites (SNS) on the generation of a positive attitude towards social networking advertisements (SNA). A favourable attitude towards the SNA thus generated can positively influence brand attitude and purchase intention. Design/methodology/approach An online survey was conducted to collect relevant data using a structured questionnaire. Structural equation modelling was conducted using the statistical software AMOS 18. Findings Empirical analysis revealed the importance of brand advertisements on the social networks in inciting a positive attitude as well as a purchase intention for the brand in the SNS users’ minds. Research limitations/implications The study has been conducted in the Indian context using Facebook as a model social networking site. Practical implications Social media being one of the most popular and user-friendly platforms for regular communications, marketers are suggested to allocate a sizeable share of the advertising budget for social media advertisements and customer engagement so as to help build a positive attitude towards the advertised brand in the SNS users’ minds. Originality/value To the best of the authors’ knowledge, the impact of users’ positive evaluation of SNS as an effective communication medium, on the generation of a positive attitude towards the SNA, has been dealt for the first time here.


Author(s):  
Vladlena Benson

As the social technology matured in recent years, so did the threat landscape of the online medium. Fears about breaches of privacy and personal information security seem to dominate the list of concerns of social media users described in literature. Popular press continually reports cases of inadvertent and malicious information disclosure and breaches, cyberbullying, and stalking. Yet, social networking sites proliferated into all areas of human activity. The factor causing this phenomenon lies in the trusted nature of networks and the sense of trustworthiness of this easy-to-use technology. The formation of trust into social technology has attracted much attention, and this chapter offers an overview of the trust predictors in social settings. It continues with a retrospective into the threat landscape and the use of personalisation by social networking services to counter some of these threats. Further research directions are discussed.


2020 ◽  
Vol 17 (9) ◽  
pp. 4360-4363
Author(s):  
S. Tenkale Pallavi ◽  
S. Jagannatha

Customers and users post their opinions or reviews on social networking sites and it has increased the amount of data WWW. With this users from all over world try to share their opinions and sentiments on the blogging sites every day. Internet is being used in form of web pages, social media, and sometimes blogs which increases online portals sentiments, reviews, opinions, references, scores, and feedbacks are also generated by people. Twitter is the most famous micro-blogging site where users express their opinions in the form of tweets. The user can express their sentiments about various aspects e.g., books, celebrities, restaurants, various products, research, events, etc. All these opinions plays vital roles and they are quite important for various businesses, for government schemes, and for individual human being as well. Still, there are many curbs in mining reviews or opinions and process to calculate them. These limitations have turned into highland in investigating the actual gist of opinions and measuring its polarity. Hence, we recommend an inventive way to compute the sentiments for given reviews or opinions. This recommendation is centered on the social networking sites’ information of various Tweets, a word-emotion-association-network is put up in association to represent opinions and semantics that decides the base for the emotions (sentiment) analysis of opinion or reviews.


2017 ◽  
Vol 19 (6) ◽  
pp. 968-980 ◽  
Author(s):  
Elizabeth Stoycheff ◽  
Juan Liu ◽  
Kunto A. Wibowo ◽  
Dominic P. Nanni

A recent review published by Rains and Brunner documented an overwhelming preponderance of the Facebook brand in scholarship about social networking sites (SNS). This follow-up analysis shows that Facebook is still over-privileged when examining the broader umbrella of social media brands; the social networking hegemon constitutes over half of all scholarship across an array of social media, including SNS, media sharing sites, (micro)blogging platforms, virtual communities, and others. This study builds upon Rains and Brunner’s critiques about the over-reliance on the Facebook brand and calls for more scholarship that examines social media as part of larger media repertoires, is more inclusive of indigenous social media brands and their users, and provides greater diversity in terms of academic context. In doing, it serves as the most comprehensive review of social media scholarship to date. Implications for future research are discussed.


First Monday ◽  
2015 ◽  
Author(s):  
Angela M. Cirucci

Social networking sites allow people to create, broadcast, and interpret the self in new and evolving ways. While early online social media studies praised the Internet for providing an anonymous space in which to experiment with identity, more recent research suggests that social networking sites have become not anonymous, as they compel users to perform identity in new ways. Through a novel application of affordance theory, this paper argues that instead of attempting to apply outdated definitions of privacy to social networking spaces, we should instead be discussing our right to anonymity. I argue that privacy is immaterial due to the fact that from the moment we log in and interact with a social media interface, we have shared some type of personal information with someone. Anonymity, on the other hand, is defined as the unlinkability of our many identifications. Thus, instead of attempting to define ideas such as “personal” and “private,” we should instead fight for the separation of selves, both at the social and institutional level.


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