The project aims to detect fake news early to minimise the negative impact of false information.
Project title: Combating fake news on social media: from early detection to intervention
Project dates: 2020-2022
Grants and funding: ARC Discovery Project
The project aims to detect fake news early to minimise the negative impact of false information. This project expects to devise novel solutions to address technical challenges for detection of fake news with scarce signals. Expected outcomes of this project include a suite of data mining and machine learning models for identification of fake news from the social media stream, prediction of user propagation of false information as well as recommendation of truthful news to counteract adversarial fake news. This project should generate technologies that enhance the integrity of the online echo system and benefit media providers and online population within Australia and across the world.
AI and machine learning for social good.
Australia has become a digital society, and the public always seek for news from social media platforms. Statistics show that in 2018 about 88% of the Australian population were active internet users and 79% were social media users. The wide spread of fake news becomes one of the biggest threats to the order of the Australian and international societies. We will devise computational approaches to early detection of fake news as well as recommendation of truthful news to counteract fake news. Our work directly falls within the strategic area of “Cybersecurity” with the goal of enhancing the integrity and credibility of online information. The technology
produced in this project has wide social and cultural benefits to the Australian community, and will directly benefit Australian government agencies and companies that provide social media surveillance services for law enforcement and other applications.
Acknowledgement of country
RMIT University acknowledges the people of the Woi wurrung and Boon wurrung language groups of the eastern Kulin Nation on whose unceded lands we conduct the business of the University. RMIT University respectfully acknowledges their Ancestors and Elders, past and present. RMIT also acknowledges the Traditional Custodians and their Ancestors of the lands and waters across Australia where we conduct our business. - Artwork created by Louisa Bloomer