Patrick Meier: Automatically Identifying Fake Images Shared on Twitter During Disasters

Crowd-Sourcing, Data, Geospatial, Mobile, Science
Patrick Meier
Patrick Meier

Automatically Identifying Fake Images Shared on Twitter During Disasters

Artificial Intelligence (AI) can be used to automatically predict the credibility of tweets generated during disasters. AI can also be used to automatically rank the credibility of tweets posted during major events. Aditi Gupta et al. applied these same information forensics techniques to automatically identify fake images posted on Twitter during Hurricane Sandy. Using a decision tree classifier, the authors were able to predict which images were fake with an accuracy of 97%. Their analysis also revealed retweets accounted for 86% of all tweets linking to fake images. In addition, their results showed that 90% of these retweets were posted by just 30 Twitter users.

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