[HTML][HTML] Social data: Biases, methodological pitfalls, and ethical boundaries

A Olteanu, C Castillo, F Diaz, E Kıcıman - Frontiers in big data, 2019 - frontiersin.org
Social data in digital form—including user-generated content, expressed or implicit relations
between people, and behavioral traces—are at the core of popular applications and …

On the interpretation of digital trace data in communication and social computing research

D Freelon - Journal of Broadcasting & Electronic Media, 2014 - Taylor & Francis
The widespread availability of analytical tools for Big Data offers enormous opportunities
and challenges for communication researchers. In contrast to user-generated texts, digital …

A survey of Twitter research: Data model, graph structure, sentiment analysis and attacks

D Antonakaki, P Fragopoulou, S Ioannidis - Expert systems with …, 2021 - Elsevier
Twitter is the third most popular worldwide Online Social Network (OSN) after Facebook and
Instagram. Compared to other OSNs, it has a simple data model and a straightforward data …

Filter bubbles, echo chambers, and online news consumption

S Flaxman, S Goel, JM Rao - Public opinion quarterly, 2016 - academic.oup.com
Online publishing, social networks, and web search have dramatically lowered the costs of
producing, distributing, and discovering news articles. Some scholars argue that such …

[HTML][HTML] Automatic identification of eyewitness messages on twitter during disasters

K Zahra, M Imran, FO Ostermann - Information processing & management, 2020 - Elsevier
Social media platforms such as Twitter provide convenient ways to share and consume
important information during disasters and emergencies. Information from bystanders and …

Following celebrities' tweets about brands: The impact of twitter-based electronic word-of-mouth on consumers' source credibility perception, buying intention, and …

SAA Jin, J Phua - Journal of advertising, 2014 - Taylor & Francis
Two experiments examined the impact of Twitter followers, electronic word-of-mouth (eWoM)
valence, and celebrity type (prosocial versus antisocial) on consumer behavior in Twitter …

Influence of Facebook brand-page posts on online engagement

P Luarn, YF Lin, YP Chiu - Online Information Review, 2015 - emerald.com
Purpose–The purpose of this paper is to examine how various characteristics of brand posts
influence online engagement on Facebook brand pages. Design/methodology/approach …

A survey of techniques for event detection in twitter

F Atefeh, W Khreich - Computational Intelligence, 2015 - Wiley Online Library
Twitter is among the fastest‐growing microblogging and online social networking services.
Messages posted on Twitter (tweets) have been reporting everything from daily life stories to …

Comparing twitter and traditional media using topic models

WX Zhao, J Jiang, J Weng, J He, EP Lim… - Advances in Information …, 2011 - Springer
Twitter as a new form of social media can potentially contain much useful information, but
content analysis on Twitter has not been well studied. In particular, it is not clear whether as …

Quantifying search bias: Investigating sources of bias for political searches in social media

J Kulshrestha, M Eslami, J Messias, MB Zafar… - Proceedings of the …, 2017 - dl.acm.org
Search systems in online social media sites are frequently used to find information about
ongoing events and people. For topics with multiple competing perspectives, such as …