TITLE: Misinformation Concierge: A Proof-of-Concept with Curated Twitter Dataset on COVID-19 Vaccination 

ABSTRACT: We demonstrate the Misinformation Concierge, a proof-of-concept that provides
actionable intelligence on misinformation prevalent in social media.
Specifically, it uses language processing and machine learning tools to
identify subtopics of discourse and discern non/misleading posts; presents
statistical reports for policy-makers to understand the big picture of
prevalent misinformation in a timely manner; and recommends rebuttal messages
for specific pieces of misinformation, identified from within the corpus of
data - providing means to intervene and counter misinformation promptly. The
Misinformation Concierge proof-of-concept using a curated dataset is accessible
at: https://demo-frontend-uy34.onrender.com/
We demonstrate the Misinformation Concierge, a proof-of-concept that provides
actionable intelligence on misinformation prevalent in social media.
Specifically, it uses language processing and machine learning tools to
identify subtopics of discourse and discern non/misleading posts; presents
statistical reports for policy-makers to understand the big picture of
prevalent misinformation in a timely manner; and recommends rebuttal messages
for specific pieces of misinformation, identified from within the corpus of
data - providing means to intervene and counter misinformation promptly. The
Misinformation Concierge proof-of-concept using a curated dataset is accessible
at: https://demo-frontend-uy34.onrender.com/
Misinformation Concierge: A Proof-of-Concept with Curated Twitter Dataset on COVID-19 Vaccination
http://arxiv.org/abs/2309.00639v1