scholarly journals Identification of user’s credibility on twitter social networks

2021 ◽  
Vol 24 (1) ◽  
pp. 554
Author(s):  
Faraz Ahmad ◽  
S. A. M. Rizvi
Keyword(s):  
Social Networks ◽  
Social Media ◽  
Machine Learning Algorithms ◽  
Support Vector ◽  
Nearest Neighbours ◽  
The Social ◽  
Class Labelling ◽  
Social Media Platforms ◽  
Media Platform ◽  
The Given

<p>Twitter is one of the most influential social media platforms, facilitates the spreading of information in the form of text, images, and videos. However, the credibility of posted content is still trailed by an interrogation mark. Introduction: In this paper, a model has been developed for finding the user’s credibility based on the tweets which they had posted on Twitter social networks. The model consists of machine learning algorithms that assist not only in categorizing the tweets into credibility classes but also helps in finding user’s credibility ratings on the social media platform. Methods and results: The dataset and associated features of 100,000 tweets were extracted and pre-processed. Furthermore, the credibility class labelling of tweets was performed using four different human annotators. The meaning cloud and natural language understanding platforms were used for calculating the polarity, sentiment, and emotions score. The K-Means algorithm was applied for finding the clusters of tweets based on features set, whereas, random forest, support vector machine, naïve Bayes, K-nearest-neighbours (KNN), J48 decision tree, and multilayer perceptron were used for classifying the tweets into credibility classes. A significant level of accuracy, precision, and recall was provided by all the classifiers for all the given credibility classes.</p>

The features of transnational corporations’ advertisement in social networks

2019 ◽  
pp. 89-92
Author(s):  
Daniella Mushka ◽  
Yeva Erfan
Keyword(s):  
Social Networks ◽  
Social Media ◽  
Wide Spectrum ◽  
Subsequent Development ◽  
Transnational Corporations ◽  
Target Audience ◽  
Social Media Marketing ◽  
Scientific Article ◽  
The Social ◽  
The Given

This scientific article considers all aspects, modern importance and growing role of the social media marketing and advertisement in the general spectrum of marketing activity for developed and developing brands. Investigational actuality and basic directions of application of all spectrum of instruments of social networks for the sake of advancement of product and the processes of forming perception of trade mark and forming the image of brand are analyzed by the authors of the article. The given scientific article highlights the most popular trends and patterns of goods and trademarks’ promotion in the world in the context of updating the concept of advertising on social networks. The bigger and more engaged your target audience is on social media networks (Instagram, Facebook, Twitter, YouTube etc), the easier it will be for you to achieve every other marketing or business goal. The importance of social media marketing’s assistance in attracting new potential clients and customers to the company is also considered in the given article. Besides that, the authors of the article list and analyse wide spectrum of basic trends considering promotion and advertising in 2019 among the well-known brands. In addition to this all, the list of the most successful publicity advertisement campaigns of this year and brands which were promoted with their assistance are listed and analysed. In the context of the study, it shows up that advertising campaigns play a significant role not only in reaching sales but also in generating overall customer loyalty to the brand. This makes it possible to argue that the most reputable brands should have an important social goal that will be positively accepted by society and target audience in addition to the high quality and usability of the products or services. Social networking is the easiest way to see the social response to your promotion and lead to an instant purchase. Therefore, relying on the experience of the already well-known multinational and transnational corporations, social media marketing should take a significant share of the overall promotion of the company. The connection between the brand and potential customer should be built on the emotions that accompany consumers when viewing ads and using products. This scientific article eventually declares conclusions and prognoses in relation to subsequent development of these instruments and platforms for advancement and branding of small and large enterprises in future. It states that emotional connection between person and brand is much more effective for the company than an expensive ad.

Playing platformized language games: Social media logic and the mutation of participatory cultures in Chinese online fandom

2021 ◽  
pp. 146144482110594
Author(s):  
Yiyi Yin ◽  
Zhuoxiao Xie
Keyword(s):  
Social Media ◽  
Language Games ◽  
Speech Community ◽  
Form Of Life ◽  
Fan Communities ◽  
Speech Communities ◽  
The Social ◽  
Social Media Platforms ◽  
Media Platform ◽  
Media Logic

This study discusses the shifting dynamics of fan participatory cultures on social media platforms by introducing the concept of “platformized language games.” We conceive of a fan community as a “speech community” and propose that the language and discourses of fan participatory cultures are technological practices that only make sense in use and interactions as “games” on social media platform. Based on an ethnography of communication on fan communities on Weibo, we analyze the technological-communicative acts of fan speech communities, including the platformized setting, participants, topics, norms, and key purposes. We argue that the social media logic (programmability, connectivity, popularity, and datafication) articulates with fans’ language games, thus shifting the “form of life” of celebrity fans on social media. Empirically, fan participatory cultures continue to mutate in China, as fan communities create idiosyncratic platformized language games based on the selective appropriation of the social media logics of connectivity and data-driven metrics.

Getting acquainted with social networks and apps: talking about TikTok

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Katie Elson Anderson
Keyword(s):  
Social Networks ◽  
Social Media ◽  
Literature Review ◽  
Design Methodology ◽  
Research Literature ◽  
Content Type ◽  
Social Media Platform ◽  
The Social ◽  
Media Platform ◽  
Information Professionals

Purpose This paper aims to provide information and promote discussion around the social media platform TikTok. Design/methodology/approach Research, literature review. Findings Libraries and library and information professionals should be aware of the potential of TikTok for engagement and information sharing. Originality/value Adds to the research on the social media platform TikTok.

scholarly journals Habib Husein Jafar Al-Hadar’s Da’wa Content Commodification on Youtube

2021 ◽  
Vol 15 (1) ◽  
pp. 1-11
Author(s):  
Akhmad Roja Badrus Zaman ◽  
Mahin Muqaddam Assarwani
Keyword(s):  
Social Media ◽  
Young Person ◽  
Social Media Platform ◽  
Virtual Ethnography ◽  
The Social ◽  
People’S Perception ◽  
Social Media Platforms ◽  
Media Platform ◽  
Definition Of ◽  
Selection Of

Advances in technology and information provide new opportunities for preachers to be able to take part in spreading Islamic teachings through various social media platforms. One of the preachers who took the role to preach through social media was Habib Husein Jafar al-Hadar. This article examines Habib Husein Jafar’s missionary activities on the social media platform he uses, Youtube. The researcher analyzes the data by observing virtually and visually (virtual ethnography) on the da’wa content displayed by Habib Husein Jafar through Youtube. The study shows that: 1) the attention to the spiritual enlightenment efforts of the younger generation is the basis of the selection of the social media platform Youtube - because based on previous research, the users of this social media platform are 18-29 years of age; 2) starting from the da’wa consumers who are primarily young people, the content they present is suitable to their needs and lifestyle and 3) by using the concept of the circuit of culture analysis, Habib Husein Jafar in various ranges can reconstruct people’s perception of one’s definition of holiness. It is not limited based on normative appearance - cloaked and sacrificed, for example - but more on the substantive side, namely by behaving and having knowledgeable skills. With the variety of content, he could visualize himself as a pious young man by not abandoning his social status as a young person.

Utilizing the Dimensions of Religion to Analyze Social Media Campaigns

2017 ◽  
pp. 202-220
Author(s):  
Iman Mohamed Zahra
Keyword(s):  
Social Media ◽  
Public Relations ◽  
Major Conclusion ◽  
Campaign Strategies ◽  
Media Campaigns ◽  
The Social ◽  
Campaign Messages ◽  
Social Media Platforms ◽  
Media Platform ◽  
Message Strategies

The objective of the current chapter is to analyze one of the most recent and successful social media campaigns namely #NotInMyName from the viewpoint of the seven dimensions of religion utilized by Van Esch and others as the main pillar of social marketing and media campaigns. Further #NotInMyName Public Relations (PR) campaign is scrutinized for PR strategies and message strategies utilized in formulating the campaign messages. To achieve that end, a qualitative analysis was implemented on three levels relating to each video and vine of the study sample: first locating the Dimensions of Religion (DOR taxonomy(ies) used in this video or vine, then emanating on the PR campaign strategies implemented in the video or vine and finally searching for the message strategies utilized in the video or vine. The major conclusion of this study was that although campaigns launched via social media lack the scientific known steps utilized to plan and launch media campaigns traditionally, those campaigns derive from the social media platform exacerbating an unprecedented power to stir political and social movements especially, regarding controversial and stagnant matters. Posts, comments and shares on different social media platforms go viral, stir discussions, and trigger public opinion both virtually and in reality. Dimensions of Religion taxonomies proved reliability as a viable platform stemming from another discipline to plan messages and to analyze campaigns based on the different aspects the model would provide. Ranging from simple aspects to more complicated aspects, Dimensions of Religion model must be subjected to further research to determine its feasibility to be applied to different campaigning structures and objectives.

Social Media, Interfacing Brands in Relation to the Social Media Ecosystem

2017 ◽  
pp. 132-170 ◽  
Author(s):  
Ze Zook ◽  
Ben Salmon
Keyword(s):  
Social Networks ◽  
Social Media ◽  
Relational Model ◽  
Marketing Environment ◽  
The Social ◽  
Inherent Structure ◽  
Interactive Nature ◽  
Social Media Platforms ◽  
Media Ecosystem ◽  
The Impact

Much of the existing research in social media has been directed at examining the consequences of the interactive nature of the evolving medium and communication issues, with little to say about the impact of this medium on brands. Drawing on Fiske's relational model, this current chapter examines the interface between social media and brands, particularly on the breadth and the dimensions of the level of engagement. Social networks, such as Facebook and Twitter, are revolutionising the way companies market their products. New means of interaction and dialogue are used in part because of the inherent structure and features of these social media platforms. The chapter concludes by discussing the implications of the analysis for understanding of new terminology in the evolving marketing environment.

Social Media, Interfacing Brands in Relation to the Social Media Ecosystem

2021 ◽  
pp. 1271-1301
Author(s):  
Ze Zook ◽  
Ben Salmon
Keyword(s):  
Social Networks ◽  
Social Media ◽  
Relational Model ◽  
Marketing Environment ◽  
The Social ◽  
Inherent Structure ◽  
Interactive Nature ◽  
Social Media Platforms ◽  
Media Ecosystem ◽  
The Impact

Much of the existing research in social media has been directed at examining the consequences of the interactive nature of the evolving medium and communication issues, with little to say about the impact of this medium on brands. Drawing on Fiske's relational model, this current chapter examines the interface between social media and brands, particularly on the breadth and the dimensions of the level of engagement. Social networks, such as Facebook and Twitter, are revolutionising the way companies market their products. New means of interaction and dialogue are used in part because of the inherent structure and features of these social media platforms. The chapter concludes by discussing the implications of the analysis for understanding of new terminology in the evolving marketing environment.

Crypto-currencies narrated on tweets: a sentiment analysis approach

2019 ◽  
Vol 36 (1) ◽  
pp. 58-72
Author(s):  
Saeed Rouhani ◽  
Ehsan Abedin
Keyword(s):  
Social Media ◽  
Radical Change ◽  
Media Analysis ◽  
Support Vector ◽  
Policy Makers ◽  
Content Type ◽  
The Social ◽  
Wide Range ◽  
Social Media Platforms ◽  
Social Opinions

Purpose Crypto-currencies, decentralized electronic currencies systems, denote a radical change in financial exchange and economy environment. Consequently, it would be attractive for designers and policy-makers in this area to make out what social media users think about them on Twitter. The purpose of this study is to investigate the social opinions about different kinds of crypto-currencies and tune the best-customized classification technique to categorize the tweets based on sentiments. Design/methodology/approach This paper utilized a lexicon-based approach for analyzing the reviews on a wide range of crypto-currencies over Twitter data to measure positive, negative or neutral sentiments; in addition, the end result of sentiments played a training role to train a supervised technique, which can predict the sentiment loading of tweets about the main crypto-currencies. Findings The findings further prove that more than 50 per cent of people have positive beliefs about crypto-currencies. Furthermore, this paper confirms that marketers can predict the sentiment of tweets about these crypto-currencies with high accuracy if they use appropriate classification techniques like support vector machine (SVM). Practical implications Considering the growing interest in crypto-currencies (Bitcoin, Cardano, Ethereum, Litcoin and Ripple), the findings of this paper have a remarkable value for enterprises in the financial area to obtain the promised benefits of social media analysis at work. In addition, this paper helps crypto-currencies vendors analyze public opinion in social media platforms. In this sense, the current paper strengthens our understanding of what happens in social media for crypto-currencies. Originality/value For managers and decision-makers, this paper suggests that the news and campaign for their crypto in Twitter would affect people’s perspectives in a good manner. Because of this fact, the firms, investing in these crypto-currencies, could apply the social media as a magnifier for their promotional activities. The findings steer the market managers to see social media as a predictor tool, which can analyze the market through understanding the opinions of users of Twitter.

scholarly journals Risk Perceptions on Social Media Use in Norway

2020 ◽  
Vol 12 (12) ◽  
pp. 211
Author(s):  
Philip Nyblom ◽  
Gaute Wangen ◽  
Vasileios Gkioulos
Keyword(s):  
Social Media ◽  
Risk Perceptions ◽  
Total N ◽  
Risk Ranking ◽  
Norwegian Population ◽  
The Social ◽  
Usage Patterns ◽  
Social Media Platforms ◽  
Media Platform ◽  
Use Of Social Media

Social media are getting more and more ingrained into everybody’s lives. With people’s more substantial presence on social media, threat actors exploit the platforms and the information that people share there to deploy and execute various types of attacks. This paper focuses on the Norwegian population, exploring how people perceive risks arising from the use of social media, focusing on the analysis of specific indicators such as age, sexes and differences among the users of distinct social media platforms. For data collection, a questionnaire was structured and deployed towards the users of multiple social media platforms (total n = 329). The analysis compares risk perceptions of using the social media platforms Facebook (n = 288), Twitter (n = 134), Reddit (n = 189) and Snapchat (n = 267). Furthermore, the paper analyses the differences between the sexes and between the digital natives and non-natives. Our sample also includes sufferers of ID theft (n = 50). We analyse how account compromise occurs and how suffering ID theft changes behaviour and perception. The results show significant discrepancies in the risk perception among the social media platform users across the examined indicators, but also explicit variations on how this affects the associated usage patterns. Based on the results, we propose a generic risk ranking of social media platforms, activities, sharing and a threat model for SoMe users. The results show the lack of a unified perception of risk on social media, indicating the need for targeted security awareness enhancement mechanisms focusing on this topic.

Mediatization of conflict in the social media era: A case study of Sino-Indian border crisis in 2017

Journalism ◽  
2019 ◽  
pp. 146488491987032 ◽  
Author(s):  
Shixin Ivy Zhang
Keyword(s):  
Social Media ◽  
Actor Network Theory ◽  
Social Media Platform ◽  
The Public ◽  
The Social ◽  
Social Media Platforms ◽  
Media Platform ◽  
Central Argument ◽  
Actor Networks

Inspired by the concepts of Arrested War and actor–network theory, this study has traced and analyzed four main actors in the wars and conflicts in the social media age: social media platform, the mainstream news organizations, online users, and social media content. These four human and nonhuman actors associate, interact, and negotiate with each other in the social media network surrounding specific issues. Based on the case study of Sino-Indian border crisis in 2017, the central argument is that social media is playing an enabling role in contemporary wars and conflicts. Both professional media outlets and web users employ the functionalities of social media platforms to set, counter-set, or expand the public agenda. Social media platform embodies a web of technological and human complexities with different actors, factors, interests, and relations. These actor-networks and the macro social-political context are influential in the mediatization of conflict in the social media era.

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