scholarly journals SMART-Portal: A data tracking tool for research purposes from social media and news websites

2022 ◽  
Author(s):  
Stefan Stieglitz ◽  
Ali Basyurt ◽  
Milad Mirbabaie
Keyword(s):  
Social Media ◽  
News Websites ◽  
Data Tracking

Avenues to News and Diverse News Exposure Online: Comparing Direct Navigation, Social Media, News Aggregators, Search Queries, and Article Hyperlinks

2021 ◽  
pp. 194016122110091
Author(s):  
Magdalena Wojcieszak ◽  
Ericka Menchen-Trevino ◽  
Joao F. F. Goncalves ◽  
Brian Weeks
Keyword(s):  
Social Media ◽  
Search Engines ◽  
Direct Access ◽  
Data Set ◽  
Individual Level ◽  
News Sources ◽  
Internet Users ◽  
News Websites ◽  
The Us ◽  
Social Media Platforms

The online environment dramatically expands the number of ways people can encounter news but there remain questions of whether these abundant opportunities facilitate news exposure diversity. This project examines key questions regarding how internet users arrive at news and what kinds of news they encounter. We account for a multiplicity of avenues to news online, some of which have never been analyzed: (1) direct access to news websites, (2) social networks, (3) news aggregators, (4) search engines, (5) webmail, and (6) hyperlinks in news. We examine the extent to which each avenue promotes news exposure and also exposes users to news sources that are left leaning, right leaning, and centrist. When combined with information on individual political leanings, we show the extent of dissimilar, centrist, or congenial exposure resulting from each avenue. We rely on web browsing history records from 636 social media users in the US paired with survey self-reports, a unique data set that allows us to examine both aggregate and individual-level exposure. Visits to news websites account for about 2 percent of the total number of visits to URLs and are unevenly distributed among users. The most widespread ways of accessing news are search engines and social media platforms (and hyperlinks within news sites once people arrive at news). The two former avenues also increase dissimilar news exposure, compared to accessing news directly, yet direct news access drives the highest proportion of centrist exposure.

scholarly journals Narrative Analysis of Marketing Communication Y2K Music School and Studio on Social Media

InterKomunika ◽  
2017 ◽  
Vol 2 (2) ◽  
pp. 160
Author(s):  
Tuti Widiastuti ◽  
Poppy Ruliana
Keyword(s):  
Qualitative Research ◽  
Social Media ◽  
Narrative Analysis ◽  
Marketing Communication ◽  
Marketing Activity ◽  
Literature Study ◽  
Online Data ◽  
Music School ◽  
Data Tracking ◽  
Depth Interviews

This research was conducted to find out how the branding activity done by Y2K Music School and Studio through social media account Instagram @ y2kstudio. This research would like to examine more deeply related to marketing activity such as what applied Y2K Music School and Studio in building brand Y2K Music School and Studio as a music school through its official Instagram. There is also a method used in this research is a method of narrative analysis which is a method in the field of qualitative research. The data were collected using literature study on textbooks, online data tracking, and in-depth interviews on key informants related to the study. The results of this study states that the form of branding activities conducted by Y2K Music School and Studio through social media accounts Instagram @ y2kstudio is a marketing communication in the form of delivering information with positive ambiance related Y2K Music School and Studio and also in the form of information delivery activities related promotions which is currently running at Y2K Music School and Studio.

scholarly journals Trends in the diffusion of misinformation on social media

2019 ◽  
Vol 6 (2) ◽  
pp. 205316801984855 ◽  
Author(s):  
Hunt Allcott ◽  
Matthew Gentzkow ◽  
Chuan Yu
Keyword(s):  
Social Media ◽  
Relative Magnitude ◽  
Democratic Institutions ◽  
Fake News ◽  
User Interactions ◽  
News Stories ◽  
News Websites ◽  
Social Media Platforms

In recent years, there has been widespread concern that misinformation on social media is damaging societies and democratic institutions. In response, social media platforms have announced actions to limit the spread of false content. We measure trends in the diffusion of content from 569 fake news websites and 9540 fake news stories on Facebook and Twitter between January 2015 and July 2018. User interactions with false content rose steadily on both Facebook and Twitter through the end of 2016. Since then, however, interactions with false content have fallen sharply on Facebook while continuing to rise on Twitter, with the ratio of Facebook engagements to Twitter shares decreasing by 60%. In comparison, interactions with other news, business, or culture sites have followed similar trends on both platforms. Our results suggest that the relative magnitude of the misinformation problem on Facebook has declined since its peak.

scholarly journals News Organizations’ Selective Link Sharing as Gatekeeping : A Structural Topic Model Approach

2019 ◽  
Vol 1 (1) ◽  
pp. 45-78
Author(s):  
Chankyung Pak
Keyword(s):  
Social Media ◽  
Topic Model ◽  
News Stories ◽  
News Websites ◽  
News Organizations ◽  
Computational Data ◽  
Topic Distribution ◽  
Editorial Decisions ◽  
Structural Topic Model ◽  
Model Approach

Abstract To disseminate their stories efficiently via social media, news organizations make decisions that resemble traditional editorial decisions. However, the decisions for social media may deviate from traditional ones because they are often made outside the newsroom and guided by audience metrics. This study focuses on selective link sharing as quasi-gatekeeping on Twitter ‐ conditioning a link sharing decision about news content. It illustrates how selective link sharing resembles and deviates from gatekeeping for the publication of news stories. Using a computational data collection method and a machine learning technique called Structural Topic Model (STM), this study shows that selective link sharing generates a different topic distribution between news websites and Twitter and thus significantly revokes the specialty of news organizations. This finding implies that emergent logic, which governs news organizations’ decisions for social media, can undermine the provision of diverse news.

scholarly journals Sarcasm Discernment on Social Media Platform

2021 ◽  
Vol 309 ◽  
pp. 01037
Author(s):  
Namasani Sagarika ◽  
Bommadi Sreenija Reddy ◽  
Vanka Varshitha ◽  
Kodavati Geetanjali ◽  
N V Ganapathi Raju ◽  
...  
Keyword(s):  
Social Media ◽  
High Quality ◽  
Social Media Platform ◽  
Sole Purpose ◽  
News Websites ◽  
News Website ◽  
Current Events ◽  
Media Platform ◽  
News Headlines

Past studies in Sarcasm Detection mostly make use of Twitter datasets collected using hashtag-based supervision but such datasets are noisy in terms of labels and language. To overcome the limitations related to noise in Twitter datasets, this News Headlines dataset for Sarcasm Detection is collected from two news website. TheOnion aims at producing sarcastic versions of current events and we collected all the headlines from News in Brief and News in Photos categories (which are sarcastic). We collect real (and non-sarcastic) news headlines from Huff Post. Sarcasm Detection on social media platform. The dataset is collected from two news websites, theonion.com and huffingtonpost.com. Since news headlines are written by professionals in a formal manner, there are no spelling mistakes and informal usage. This reduces the sparsity and also increases the chance of finding pre-trained embeddings. Furthermore, since the sole purpose of TheOnion is to publish sarcastic news, we get high-quality labels with much less noise as compared to Twitter datasets. Unlike tweets that reply to other tweets, the news headlines obtained are self-contained.

scholarly journals Foodstagramming Hyperreality in Youth Consumption Behavior in Indonesia

2020 ◽  
Vol 7 (1) ◽  
Author(s):  
Nabilah Mahdiyyah Destriana ◽  
Nurhadi Nurhadi ◽  
Sigit Pranawa
Keyword(s):  
Social Media ◽  
Data Analysis ◽  
Consumption Behavior ◽  
The Public ◽  
Media Usage ◽  
Technology Advancement ◽  
News Websites ◽  
Analysis Technique ◽  
The Social ◽  
Survey Results

 This research studies the foodstagramming phenomena that happened on most young people in Surakarta which has been the new lifestyle that causes hyperreality in social media. The purpose of this study was to know the motives behind the activities of foodstagramming done by Instagram users and their effects on the people’s consumptive interest that impacted the hyperreality phenomenon on social media. The actions of foodstagramming are now widely popular since more cafés and restaurants are built-in Surakarta. The technology advancement has changed the eating culture, which in the past, it see as a necessity fulfilment. Still, now it becomes the ‘mark’ of what to expose to the public through simulation in social media that eventually forms fake realities, as mentioned by Jean Baudrillard as hyperreality. This study used the qualitative approach and phenomenology method to dig out the motives behind the Surakarta people’s activities foodstagramming. The data collection techniques used were interviews, observation, and documentation from Instagram, news websites, and survey results about consumptive patterns and social media usage. The informant’s criteria were Instagram users, such as cafés and restaurant consumers, entrepreneurs, and the café or restaurant workers. The data analysis technique was an interactive model data analysis by Miles and Huberman. The result showed that ‘Makan Cantik’ and Foodstagramming were simulations that intentionally create to form a particular image to represent the social status and gain prestige. ‘Makan Cantik’ and Foodstagramming were called hyperreality in social media where fake realities were exposed to be more real than the truth itself.

scholarly journals COVID-19 Infodemic and Indian Media: An Evaluative Study

2020 ◽  
Author(s):  
Kinshuk Pathak
Keyword(s):  
Social Media ◽  
Analysis Approach ◽  
Fake News ◽  
Evaluative Study ◽  
The People ◽  
News Websites ◽  
Media Professionals ◽  
The Government

The global widespread of novel COVID-19 also witnessed fake news being circulated in social media. Dealing with these infodemic and providing authentic information was a big challenge for the government and media professionals. The present chapter is an attempt towards this direction to evaluate the role and initiatives of Indian media in dealing with fake news and providing authentic information to the people. A desktop analysis approach of news channels, news websites will be used to conduct the study. The study also lists various credible sources, myth busters and fact checkers on COVID-19.

The Survey Toolkit Curriculum Methodology for Researching Information, Survey Questioning, and Analyzing Data with TinkerPlots

2019 ◽  
pp. 599-604
Author(s):  
Thomas Walsh Jr.
Keyword(s):  
Social Media ◽  
Middle School Students ◽  
Curriculum Development ◽  
Survey Data ◽  
Research Direction ◽  
Information Gathering ◽  
Research Report ◽  
School Students ◽  
News Websites ◽  
Research Questions

In an era where social media traffics fake news websites that publishes misinformation it is imperative to provide students’ experiences in The Survey Toolkit and TinkerPlots curriculum teaching sound research principles and information gathering techniques. The field-tested program was found effective in guiding students choosing research questions, writing a research report using a paragraph cluster information strategy, developing unbiased survey questions using reliable sampling, analyzing survey data with TinkerPlots, and sharing results. The paper will present support for teaching the curriculum, development based on research direction, implementation considerations, and use of the curriculum with elementary to middle school students.

Re-tweeting the Ayatollah

2015 ◽  
Vol 36 (2) ◽  
pp. 49-52
Author(s):  
Peter Buell Hirsch
Keyword(s):  
Social Media ◽  
Media Use ◽  
Small Sample Size ◽  
Small Sample ◽  
Social Media Use ◽  
Content Type ◽  
Community Stakeholders ◽  
The Social ◽  
The World ◽  
Data Tracking

Purpose – The purpose of this paper is to examine how the sudden emergence of official government voices using social media as their first platform for communication creates new opportunities to understand how those voices are influenced and by whom. Design/methodology/approach – The article examines some recent examples of social media use by government entities from around the world, particularly the Middle East. Findings – This examination of social media use by government entities suggests that this usage provides significant clues about what government leaders are paying attention to. The social media outputs from these sources creates for the first time a unique signature of what these leaders react to and also how the various publics to whom they speak react to their utterances. Research limitations/implications – By virtue of the small sample size of the examples reviewed, the findings are of necessity subjective opinion. Practical implications – If in fact, this social media “exhaust” from governmental sources continue to grow, companies and organizations for whom the evolution of government opinion is important will be able to gather fresher and powerful insights into public policy and views. Originality/value – Cyberspace continues to offer an ever expanding set of data tracking both the opinions and behaviors of various community stakeholders. To the best of authors’ knowledge, the viewpoint presented in this article is among the first to examine the ramifications of the shift to social media by government leaders from around the world.

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