information and the increasing number of social media users. These services are exploited
by malicious accounts that spread fake news and propaganda in vast user networks.
Consequently, an automated solution for fake news and deception detection is required.
This paper introduces a new data set consisting of 2,366 tweets written in English, regarding
the Hong Kong events (August, 2019), and a well-defined method for fake news detection …