The future of false information detection on social media: New perspectives and trends

B Guo, Y Ding, L Yao, Y Liang, Z Yu - ACM Computing Surveys (CSUR), 2020 - dl.acm.org
The massive spread of false information on social media has become a global risk, implicitly
influencing public opinion and threatening social/political development. False information …

Misinformation in social media: definition, manipulation, and detection

L Wu, F Morstatter, KM Carley, H Liu - ACM SIGKDD explorations …, 2019 - dl.acm.org
The widespread dissemination of misinformation in social media has recently received a lot
of attention in academia. While the problem of misinformation in social media has been …

The future of misinformation detection: new perspectives and trends

B Guo, Y Ding, L Yao, Y Liang, Z Yu - arXiv preprint arXiv:1909.03654, 2019 - arxiv.org
The massive spread of misinformation in social networks has become a global risk, implicitly
influencing public opinion and threatening social/political development. Misinformation …

Tackling fake news detection by continually improving social context representations using graph neural networks

N Mehta, ML Pacheco… - Proceedings of the 60th …, 2022 - aclanthology.org
Easy access, variety of content, and fast widespread interactions are some of the reasons
making social media increasingly popular. However, this rise has also enabled the …

Learning from fact-checkers: analysis and generation of fact-checking language

N Vo, K Lee - Proceedings of the 42nd International ACM SIGIR …, 2019 - dl.acm.org
In fighting against fake news, many fact-checking systems comprised of human-based fact-
checking sites (eg, snopes. com and politifact. com) and automatic detection systems have …

The covid-19 infodemic: Can the crowd judge recent misinformation objectively?

K Roitero, M Soprano, B Portelli, D Spina… - Proceedings of the 29th …, 2020 - dl.acm.org
Misinformation is an ever increasing problem that is difficult to solve for the research
community and has a negative impact on the society at large. Very recently, the problem has …

Can the crowd judge truthfulness? A longitudinal study on recent misinformation about COVID-19

K Roitero, M Soprano, B Portelli, M De Luise… - Personal and Ubiquitous …, 2023 - Springer
Recently, the misinformation problem has been addressed with a crowdsourcing-based
approach: to assess the truthfulness of a statement, instead of relying on a few experts, a …

Dynamic probabilistic graphical model for progressive fake news detection on social media platform

K Li, B Guo, J Liu, J Wang, H Ren, F Yi… - ACM Transactions on …, 2022 - dl.acm.org
Recently, fake news has been readily spread by massive amounts of users in social media,
and automatic fake news detection has become necessary. The existing works need to …

The mass, fake news, and cognition security

B Guo, Y Ding, Y Sun, S Ma, K Li, Z Yu - Frontiers of Computer Science, 2021 - Springer
The widespread fake news in social networks is posing threats to social stability, economic
development, and political democracy, etc. Numerous studies have explored the effective …

Who's in the Crowd Matters: Cognitive Factors and Beliefs Predict Misinformation Assessment Accuracy

RA Kaufman, MR Haupt, SP Dow - Proceedings of the ACM on Human …, 2022 - dl.acm.org
Misinformation runs rampant on social media and has been tied to adverse health behaviors
such as vaccine hesitancy. Crowdsourcing can be a means to detect and impede the spread …