Social media news communities: gatekeeping, coverage, and statement bias

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Social Data: Biases, Methodological Pitfalls, and Ethical Boundaries (2019, background): “In addition, due to both automated mechanisms and human curation, social media also exhibits common forms of bias present in traditional news media (Lin et al., 2011; Saez-Trumper et al., 2013), including gatekeeping (preference for certain topics), coverage (disparity in attention), and statement b”
Discovering Biased News Articles Leveraging Multiple Human Annotations (2020, background): “Mediabias can be expressed in multiple ways (Saez-Trumper et al., 2013), for instance it can be present in word choices: some use the word “terrorists" vs. “freedom ﬁght-ers" or “death tax" 1 vs. “inheritance tax" 2 .”
Bias in Wikipedia (2017, background): “Saez et al. [20] use gatekeeping and coverage as features to measure bias of news outlets and related communities on Twitter.”
Bias on the web (2018, background): “10,22 On the other hand, some Web developers have been able to limit bias.”
Student Attitudes Towards Online Education during the COVID-19 Viral Outbreak of 2020: Distance Learning in a Time of Social Distance (2020, background): “This is of utmost importance as students receiving information from social media that may contain inaccurate information (Saez-Trumper et al., 2013).”