scholarly journals Towards adopting AI techniques for monitoring social media activities

2021 ◽  
Vol 3 (1) ◽  
pp. 15-22
Author(s):  
Lina Muhammad Al-Ghamdi
Keyword(s):  
Artificial Intelligence ◽  
Social Media ◽  
Social Networking Sites ◽  
Scientific Paper ◽  
User Privacy ◽  
Artificial Intelligence Techniques ◽  
Media Companies ◽  
Social Media Platforms ◽  
Media Creation ◽  
The Impact

Social media provide opportunities for organizations to reach the largest amount of people by measuring the general perception of the consumer and knowing his/her feelings and some of his reactions towards brands and products. On the other hand, these organizations as well as people are keen to preserve the privacy of their data, which will only be achieved by using applications and techniques of artificial intelligence. This scientific paper aims to analyze and discuss the impact of using artificial intelligence applications with their various technologies on social media through the method of critical analysis and evaluation that was applied to previous recent studies that dealt with the impact of artificial intelligence on social media. Then, this paper conducted a critical review of these studies coming up with findings, conclusions and special recommendations on the subject. This resulted in the fact that studies agree on the great role that artificial intelligence plays in social media platforms in terms of preserving the privacy of the user and organizations and in terms of marketing and increasing the profits of organizations. Moreover, companies that do marketing through social media using artificial intelligence has benefited three times more than other companies that do not. In addition, artificial intelligence contributes to the preservation and security of privacy and data of users and digital owners in social networking sites, and contributes to increasing the profits of companies that use marketing through social media platforms based on artificial intelligence techniques, as their revenues increased by 10%, costs decreased, and productivity and logistic networks improved. This study recommended working to develop the mechanism of artificial intelligence in social media platforms, conducting more studies on the contribution of artificial intelligence in increasing the revenues earned by social media platforms, reducing the costs of social media creation and management, and finally the necessity for the commitment of social media companies to apply artificial intelligence techniques to maintain user privacy.

Impact of Social Media and Technology Companies on Digital Journalism

2019 ◽  
pp. 147-170
Author(s):  
Şükrü Oktay Kılıç ◽  
Zeynep Genel
Keyword(s):  
Social Media ◽  
News Media ◽  
Business Models ◽  
The Other ◽  
Media Companies ◽  
Digital Journalism ◽  
The World ◽  
Social Media Platforms ◽  
Media And Technology ◽  
The Impact

A handful of social media companies, with their shifting strategies to become hosts of all information available online, have significantly changed the news media landscape in recent years. Many news media companies across the world have gone through reorganizations in a bid to keep up with new storytelling techniques, technologies, and tools introduced by social media companies. With their non-transparent algorithms favoring particular content formats and lack of interest in developing solid business models for publishers, social media platforms, on the other hand, have attracted widespread criticism by many academics and media practitioners. This chapter aims at discussing the impact of social media on journalism with the help of digital research that provides an insight on what storytelling types with which three most-followed news outlets in Turkey gain the most engagement on Facebook.

Perceived Personalization, Privacy Concern, e-WOM and Consumers' Click Through Intention in Social Advertising

2019 ◽  
Vol 11 (4) ◽  
pp. 39-55
Author(s):  
Debora Dhanya A ◽  
Uma Pricilda Jaidev
Keyword(s):  
Social Media ◽  
Social Networking Sites ◽  
Psychological Reactance ◽  
Privacy Concern ◽  
The Social ◽  
Social Media Platforms ◽  
Social Advertising ◽  
Target Consumer ◽  
Personalized Advertising ◽  
The Impact

Social advertising, ads in social media platforms, have become popular in recent years because of the evolution of internet technologies such as web analytics and big data mining. The content of the social advertisement is tailored in order to personalize the message to the target consumer groups. In an effort to reach the prospects, marketers should focus on the social leads on social networking sites (SNS) to promote and to sell their brands/products. Drawing on, online personalized advertising literature, e-WOM recommendations and increasing privacy concerns and perceived ad personalization (conceptualized as functions of psychological reactance) on SNS leads to avoid such advertisements. The goal of the study is to investigate the impact of perceived personalization, privacy concern, and e-WOM to consumers' behavioral click through intentions towards social ads. This study contributed to the theory of psychological reactance by indicating that the individuals with less privacy concern and personalized recommendations from their contacts on SNS have a smaller amount of reactance towards social advertisements than commercial advertisements by marketers. Suggestions for advertisers, social media marketing practitioners conclude the paper.

Social Media Marketing in Creating Brand Awareness and Brand Trust

2019 ◽  
Author(s):  
Iesha Khajuria ◽  
Rachna .
Keyword(s):  
Social Media ◽  
Social Networking Sites ◽  
Social Media Marketing ◽  
Brand Awareness ◽  
Brand Trust ◽  
Social Media Platforms ◽  
Use Of Social Media ◽  
The University ◽  
The Impact ◽  
Structured Questionnaire

Small as well as big businesses these days are largely making use of social media platforms to enhance their visibility and to promote their brands/products/services. By interacting more with people, the marketers can easily create brand awareness and establish brand identity, which gradually can help gain trust in the brand. Two hypotheses were formulated to examine the impact of social media marketing on brand awareness and brand trust. One of the most popular social networking sites, Facebook, and two most popular e-commerce brands Amazon and Flipkart were considered to study the effect. Data was gathered from 394 students/research scholars from the University of Jammu, using a well-structured questionnaire, employing convenience sampling. Data analysis was done using statistical tools like percentages, correlation, regression etc. Results signify that though social media platforms serve as a major tool in creating awareness and building trust, these cannot solitarily help develop and grow a business.

scholarly journals “Blessed by the algorithm”: Theistic conceptions of artificial intelligence in online discourse

AI & Society ◽  
2020 ◽  
Vol 35 (4) ◽  
pp. 945-955 ◽  
Author(s):  
Beth Singler
Keyword(s):  
Artificial Intelligence ◽  
Social Media ◽  
Public Discourse ◽  
Religious Movements ◽  
New Religious Movements ◽  
Online Discourse ◽  
Gig Economy ◽  
Social Media Platforms ◽  
Anthropological Fieldwork ◽  
The Impact

Abstract “My first long haul flight that didn’t fill up and an empty row for me. I have been blessed by the algorithm ”. The phrase ‘blessed by the algorithm’ expresses the feeling of having been fortunate in what appears on your feed on various social media platforms, or in the success or virality of your content as a creator, or in what gig economy jobs you are offered. However, we can also place it within wider public discourse employing theistic conceptions of AI. Building on anthropological fieldwork into the ‘entanglements of AI and Religion’ (Singler 2017a), this article will explore how ‘blessed by the algorithm’ tweets are indicative of the impact of theistic AI narratives: modes of thinking about AI in an implicitly religious way. This thinking also represents continuities that push back against the secularisation thesis and other grand narratives of disenchantment that claim secularity occurs because of technological and intellectual progress. This article will also explore new religious movements, where theistic conceptions of AI entangle technological aspirations with religious ones.

Diseminasi Penggunaan Sosial Media dalam Perluasan Sebaran Pemasaran pada Produk UMKM

2021 ◽  
Vol 2 (1) ◽  
pp. 99-114
Author(s):  
Elsa Widia
Keyword(s):  
Social Media ◽  
Large Scale ◽  
Training Methods ◽  
West Sumatra ◽  
Service Activity ◽  
Social Media Platforms ◽  
The Government ◽  
Media Creation ◽  
High Level ◽  
The Impact

The impact of the COVID-19 pandemic on MSMEs is believed to be greater due to the high level of vulnerability due to changes in people's lifestyles. Several policies carried out by the government, such as large-scale social restrictions (PSBB), a ban on going home and the recommendation to "stay at home" are aimed at reducing the number of spread of this virus. However, this situation also has an economic impact on the income of business actors, especially MSMEs. In the midst of this situation, digital marketing is a way out that can become the main strategy in expanding the market. In this community service, we focus on training MSMEs in Agam Regency, West Sumatra Province in the field of digital technology through social media platforms. This strategy is believed to be very effective in expanding the market and strengthening branding. This service activity was carried out in November 2020, through training methods and social media creation practices. The result of this activity is that around 80% of MSMEs have used social media and are able to create persuasive messages. MSMEs have also paid special attention to strengthening product branding. This training can be continued with the creation of e-commerce for a wider marketing reach.

scholarly journals Social Media, Research, and Ethics: Does Participant Willingness Matter?

2020 ◽  
Vol 29 (01) ◽  
pp. 176-183
Author(s):  
Annie Y. S. Lau ◽  
Pascal Staccini ◽  
Keyword(s):  
Social Media ◽  
Clinical Research ◽  
Social Networking Sites ◽  
Health Informatics ◽  
Ethical Issues ◽  
Online Data ◽  
Ethical Concerns ◽  
Participant Engagement ◽  
Social Media Platforms ◽  
The Impact

Objective: To summarise the state of the art published in 2019 in consumer health informatics and education, with a special emphasis on “Ethics and Health Informatics”. Methods: We conducted a systematic search of articles published in PubMed using a predefined set of queries, which identified 368 potential articles for review. These articles were screened according to topic relevance and 15 were selected for consideration of best paper candidates, which were then presented to a panel of international experts for full paper review and scoring. The top five papers according to the external reviewers’ ranking were discussed in a consensus meeting. Finally, the paper that received the highest score from four of the five experts was selected as the best paper on social media and ethics for patients and consumers of the year 2019. Results: Despite using the terms “ethics” and “ethical” in the search query, we retrieved very few articles. The bibliometric analysis identified three major clusters centred on “social”, “health”, and “study”. Among the top five papers, one was a review where the authors identified ethical issues across four areas at the intersection of social media and health: 1) the impact of social networking sites on the doctor-patient relationship; 2) the development of e-health platforms to deliver care; 3) the use of online data and algorithms to inform health research; and 4) the broader public health consequences of widespread social media use. The other papers highlighted ethical concerns in using social media to interact with patients at different phases of a clinical research protocol, such as recruitment phase, participant engagement, data linkage, and detection and monitoring of adverse events. Conclusions: Findings suggest that most users do not think that using social media for patient monitoring in clinical research, for example using Twitter for clinical trial recruitment, constitutes inappropriate surveillance or a violation of privacy. However, further research is needed to identify whether and how views on ethical concerns differed between social media platforms and across populations.

scholarly journals Usage of Social Media and Its Perceived Impact on the Social Life of the College Students in Kerala

2019 ◽  
Vol 9 (2) ◽  
pp. 863-867
Keyword(s):  
Social Media ◽  
Social Networking ◽  
Social Networking Sites ◽  
Social Life ◽  
The Social ◽  
Social Media Platforms ◽  
Perceived Impact ◽  
The Impact ◽  
Share Information ◽  
Anxiety And Fear

Social Media has undoubtedly become a powerful tool among the students. Social Media provides them the freedom to do whatever they want, to find new friends, to interact with people, to share information and knowledge and to create profile or identities. Social networking sites provide students with a new platform for learning but it also has a darker side of which if one is not aware of can bring potential dangers. The youth spent long hours on different social media platforms which has affected their academics, impaired their sleep patterns ,missed out their schools and meals and often produces stress, anxiety and fear about their identities. Students are also entrapped by the ploys of social networking. This happens when it develops an addiction in them that inculcates bad habits. So the students should be educated properly regarding the usage of Social Media and develop the cognitive and intuitive ability to analyze how much they want to spend on the different platforms in Social Media. Most of the studies conducted examine the impact of social networking sites on the academic performance of students. This study focuses on the usage of Social Media and its perceived impact on the social life of students in Kerala.

A market-based rationale for the privacy paradox

2021 ◽  
pp. 016344372110158
Author(s):  
Opeyemi Akanbi
Keyword(s):  
Social Media ◽  
Market Structures ◽  
Media Companies ◽  
The Social ◽  
Social Media Platforms ◽  
Privacy Paradox ◽  
The Individual ◽  
Privacy Risks ◽  
Social Collective

Moving beyond the current focus on the individual as the unit of analysis in the privacy paradox, this article examines the misalignment between privacy attitudes and online behaviors at the level of society as a collective. I draw on Facebook’s market performance to show how despite concerns about privacy, market structures drive user, advertiser and investor behaviors to continue to reward corporate owners of social media platforms. In this market-oriented analysis, I introduce the metaphor of elasticity to capture the responsiveness of demand for social media to the data (price) charged by social media companies. Overall, this article positions social media as inelastic, relative to privacy costs; highlights the role of the social collective in the privacy crises; and ultimately underscores the need for structural interventions in addressing privacy risks.

scholarly journals 1414. #Vaccine Twitter Influencers: is it Just About Reach and Followers?

2020 ◽  
Vol 7 (Supplement_1) ◽  
pp. S714-S715
Author(s):  
Jean-Etienne Poirrier ◽  
Theodore Caputi ◽  
John Ayers ◽  
Mark Dredze ◽  
Sara Poston ◽  
...  
Keyword(s):  
United States ◽  
Social Media ◽  
Standard Deviation ◽  
Small Proportion ◽  
The United States ◽  
Research Support ◽  
Policy Makers ◽  
Media Messages ◽  
Social Media Platforms ◽  
The Impact

Abstract Background A small number of powerful users (“influencers”) dominates conversations on social media platforms: less than 1% of Twitter accounts have at least 3,000 followers and even fewer have hundreds of thousands or millions of followers. Beyond simple metrics (number of tweets, retweets...) little is known about these “influencers”, particularly in relation to their role in shaping online narratives about vaccines. Our goal was to describe influential Twitter accounts that are driving conversations about vaccines and present new metrics of influence. Methods Using publicly-available data from Twitter, we selected posts from 1-Jan-2016 to 31-Dec-2018 and extracted the top 5% of accounts tweeting about vaccines with the most followers. Using automated classifiers, we determined the location of these accounts, and grouped them into those that primarily tweet pro- versus anti-vaccine content. We further characterized the demographics of these influencer accounts. Results From 25,381 vaccine-related tweets available in our sample representing 10,607 users, 530 accounts represented the top 5% by number of followers. These accounts had on average 1,608,637 followers (standard deviation=5,063,421) and 340,390 median followers. Among the accounts for which sentiment was successfully estimated by the classifier, 10.4% (n=55) posted anti-vaccine content and 33.6% (n=178) posted pro-vaccine content. Of the 55 anti-vaccine accounts, 50% (n=18) of the accounts for which location was successfully determined were from the United States. Of the 178 pro-vaccine accounts, 42.5% (n=54) were from the United States. Conclusion This study showed that only a small proportion of Twitter accounts (A) post about vaccines and (B) have a high follower count and post anti-vaccine content. Further analysis of these users may help researchers and policy makers better understand how to amplify the impact of pro-vaccine social media messages. Disclosures Jean-Etienne Poirrier, PhD, MBA, The GSK group of companies (Employee, Shareholder) Theodore Caputi, PhD, Good Analytics Inc. (Consultant) John Ayers, PhD, GSK (Grant/Research Support) Mark Dredze, PhD, Bloomberg LP (Consultant)Good Analytics (Consultant) Sara Poston, PharmD, The GlaxoSmithKline group of companies (Employee, Shareholder) Cosmina Hogea, PhD, GlaxoSmithKline (Employee, Shareholder)

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