aedFaCT: Scientific Fact-Checking Made Easier via Semi-Automatic Discovery of Relevant Expert Opinions

TL;DR

aedFaCT is a browser extension that simplifies fact-checking by automatically finding relevant expert opinions using shared keywords, enabling faster and effective verification of news for both professionals and the public.

Contribution

The paper introduces aedFaCT, a novel semi-automatic tool that enhances fact-checking by efficiently discovering pertinent expert opinions through shared keywords.

Findings

Faster fact-checking experience compared to manual searches.

Maintains quality of evidence retrieved for fact-checking.

Initial user testing shows positive usability and effectiveness.

Abstract

In this highly digitised world, fake news is a challenging problem that can cause serious harm to society. Considering how fast fake news can spread, automated methods, tools and services for assisting users to do fact-checking (i.e., fake news detection) become necessary and helpful, for both professionals, such as journalists and researchers, and the general public such as news readers. Experts, especially researchers, play an essential role in informing people about truth and facts, which makes them a good proxy for non-experts to detect fake news by checking relevant expert opinions and comments. Therefore, in this paper, we present aedFaCT, a web browser extension that can help professionals and news readers perform fact-checking via the automatic discovery of expert opinions relevant to the news of concern via shared keywords. Our initial evaluation with three independent testers (who did not participate in the development of the extension) indicated that aedFaCT can provide a faster experience to its users compared with traditional fact-checking practices based on manual online searches, without degrading the quality of retrieved evidence for fact-checking. The source code of aedFaCT is publicly available at https://github.com/altuncu/aedFaCT.