Fakesv: A multimodal benchmark with rich social context for fake news detection on short video platforms

P Qi, Y Bu, J Cao, W Ji, R Shui, J Xiao… - Proceedings of the …, 2023 - ojs.aaai.org
Short video platforms have become an important channel for news sharing, but also a new
breeding ground for fake news. To mitigate this problem, research of fake news video …

A unified approach for detection of Clickbait videos on YouTube using cognitive evidences

D Varshney, DK Vishwakarma - Applied Intelligence, 2021 - Springer
Clickbait is one of the form of false content, purposely designed to attract the user's attention
and make them curious to follow the link and read, view, or listen to the attached content …

Effective fake news video detection using domain knowledge and multimodal data fusion on youtube

H Choi, Y Ko - Pattern Recognition Letters, 2022 - Elsevier
In the digital age, numerous videos are being actively produced and uploaded online.
Simultaneously, fake news videos to attract public attention are also on the rise. Therefore …

Fakingrecipe: Detecting fake news on short video platforms from the perspective of creative process

Y Bu, Q Sheng, J Cao, P Qi, D Wang, J Li - Proceedings of the 32nd …, 2024 - dl.acm.org
As short-form video-sharing platforms become a significant channel for news consumption,
fake news in short videos has emerged as a serious threat in the online information …

Mitigating World Biases: A Multimodal Multi-View Debiasing Framework for Fake News Video Detection

Z Zeng, M Luo, X Kong, H Liu, H Guo, H Yang… - Proceedings of the …, 2024 - dl.acm.org
Short videos turn into an important channel for public sharing, as well as they've become a
fertile ground for fake news. Fake news video detection is to judge the veracity of news …

Combating online misinformation videos: Characterization, detection, and future directions

Y Bu, Q Sheng, J Cao, P Qi, D Wang, J Li - Proceedings of the 31st ACM …, 2023 - dl.acm.org
With information consumption via online video streaming becoming increasingly popular,
misinformation video poses a new threat to the health of the online information ecosystem …

Using topic modeling and adversarial neural networks for fake news video detection

H Choi, Y Ko - Proceedings of the 30th ACM international conference …, 2021 - dl.acm.org
Fake news videos are being actively produced and uploaded on YouTube to attract public
attention. In this paper, we propose a topic-agnostic fake news video detection model based …

Beyond Text: Multimodal Credibility Assessment Approaches for Online User-Generated Content

M Choudhary, SS Chouhan, SS Rathore - ACM Transactions on …, 2024 - dl.acm.org
User-Generated Content (UGC) is increasingly becoming prevalent on various digital
platforms. The content generated on social media, review forums, and question-answer …

Two heads are better than one: Improving fake news video detection by correlating with neighbors

P Qi, Y Zhao, Y Shen, W Ji, J Cao, TS Chua - arXiv preprint arXiv …, 2023 - arxiv.org
The prevalence of short video platforms has spawned a lot of fake news videos, which have
stronger propagation ability than textual fake news. Thus, automatically detecting fake news …

Global digital compact: A mechanism for the governance of online discriminatory and misleading content generation

Z Li, W Zhang, H Zhang, R Gao… - International Journal of …, 2024 - Taylor & Francis
With the continuous development of artificial intelligence (AI), algorithmic discrimination and
discriminatory and misleading content (DMC) generated by AI have given rise to many …