Fake news detection on social media: A data mining perspective
Social media for news consumption is a double-edged sword. On the one hand, its low cost,
easy access, and rapid dissemination of information lead people to seek out and consume …
easy access, and rapid dissemination of information lead people to seek out and consume …
A survey of information cascade analysis: Models, predictions, and recent advances
The deluge of digital information in our daily life—from user-generated content, such as
microblogs and scientific papers, to online business, such as viral marketing and advertising …
microblogs and scientific papers, to online business, such as viral marketing and advertising …
[HTML][HTML] Social media insights into US mental health during the COVID-19 pandemic: Longitudinal analysis of Twitter data
Background The COVID-19 pandemic led to unprecedented mitigation efforts that disrupted
the daily lives of millions. Beyond the general health repercussions of the pandemic itself …
the daily lives of millions. Beyond the general health repercussions of the pandemic itself …
Fakenewsnet: A data repository with news content, social context, and spatiotemporal information for studying fake news on social media
Social media has become a popular means for people to consume and share the news. At
the same time, however, it has also enabled the wide dissemination of fake news, that is …
the same time, however, it has also enabled the wide dissemination of fake news, that is …
Csi: A hybrid deep model for fake news detection
The topic of fake news has drawn attention both from the public and the academic
communities. Such misinformation has the potential of affecting public opinion, providing an …
communities. Such misinformation has the potential of affecting public opinion, providing an …
Combating disinformation in a social media age
The creation, dissemination, and consumption of disinformation and fabricated content on
social media is a growing concern, especially with the ease of access to such sources, and …
social media is a growing concern, especially with the ease of access to such sources, and …
[图书][B] Feature engineering for machine learning and data analytics
Feature engineering plays a vital role in big data analytics. Machine learning and data
mining algorithms cannot work without data. Little can be achieved if there are few features …
mining algorithms cannot work without data. Little can be achieved if there are few features …
From newsworthiness to shareworthiness: How to predict news sharing based on article characteristics
D Trilling, P Tolochko… - Journalism & mass …, 2017 - journals.sagepub.com
People increasingly visit online news sites not directly, but by following links on social
network sites. Drawing on news value theory and integrating theories about online identities …
network sites. Drawing on news value theory and integrating theories about online identities …
Studying fake news via network analysis: detection and mitigation
Social media is becoming increasingly popular for news consumption due to its easy
access, fast dissemination, and low cost. However, social media also enables the wide …
access, fast dissemination, and low cost. However, social media also enables the wide …
Collaborative Learning Assessment via Information and Communication Technology
In technological revolution, Information technology has changed the face on how Education
is experienced and perceived. Learning is quickly becoming an imperative. ICT have great …
is experienced and perceived. Learning is quickly becoming an imperative. ICT have great …