What we can do and cannot do with topic modeling: A systematic review

Y Chen, Z Peng, SH Kim, CW Choi - Communication Methods and …, 2023 - Taylor & Francis
Topic modeling has become an effective tool for communication scholars to explore large
amounts of texts. However, empirical studies applying topic modeling often face the critical …

[图书][B] Lie machines: How to save democracy from troll armies, deceitful robots, junk news operations, and political operatives

PN Howard - 2020 - books.google.com
Technology is breaking politics–what can be done about it? Artificially intelligent “bot”
accounts attack politicians and public figures on social media. Conspiracy theorists publish …

[HTML][HTML] Health, psychosocial, and social issues emanating from the COVID-19 pandemic based on social media comments: text mining and thematic analysis …

O Oyebode, C Ndulue, A Adib… - JMIR medical …, 2021 - medinform.jmir.org
Background: The COVID-19 pandemic has caused a global health crisis that affects many
aspects of human lives. In the absence of vaccines and antivirals, several behavioral …

Non-pharmaceutical interventions and the infodemic on Twitter: lessons learned from Italy during the Covid-19 pandemic

M Massaro, P Tamburro, M La Torre, F Dal Mas… - Journal of Medical …, 2021 - Springer
The COVID-19 pandemic changed expectations for information dissemination and use
around the globe, challenging accepted models of communications, leadership, and social …

When “positive posting” attracts voters: User engagement and emotions in the 2017 UK election campaign on Facebook

P Gerbaudo, F Marogna, C Alzetta - Social Media+ Society, 2019 - journals.sagepub.com
Social media are widely held to have played an important role in the 2017 UK general
elections. But it is not altogether clear how exactly they contributed to the communication …

Turds, traitors and tossers: the abuse of UK MPs via Twitter

S Ward, L McLoughlin - The Journal of Legislative Studies, 2020 - Taylor & Francis
There has been growing public attention around the abuse of MPs online including criminal
convictions for violent threats, regular coverage of racist and misogynistic language directed …

Leveraging Twitter data to analyze the virality of Covid-19 tweets: a text mining approach

K Nanath, G Joy - Behaviour & Information Technology, 2023 - Taylor & Francis
As the novel coronavirus spreads across the world, work, pleasure, entertainment, social
interactions, and meetings have shifted online. The conversations on social media have …

A “Europe des Nations”: far right imaginative geographies and the politicization of cultural crisis on Twitter in Western Europe

B Ganesh, C Froio - Journal of European Integration, 2020 - Taylor & Francis
Contestation over European integration has been widely studied in the rhetoric of parties,
leaders, and movements on the far right in a variety of media. Focusing on Twitter use by far …

Mobile internet and political polarization

N Melnikov - Available at SSRN 3937760, 2021 - papers.ssrn.com
How has mobile internet affected political polarization in the United States? Using Gallup
Daily Poll data covering 1,765,114 individuals in 31,499 ZIP codes between 2008 and 2017 …

Politics in the Facebook era. Evidence from the 2016 US presidential elections

F Liberini, M Redoano, A Russo, A Cuevas… - Evidence from …, 2016 - papers.ssrn.com
Social media allow political campaigns to reach specific groups of voters with
unprecedented precision, yet the effect on voting behaviour of this political micro-targeting is …