The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Feb. 11, 2025

Filed:

Jun. 30, 2022
Applicants:

Qatar Foundation for Education, Science and Community Development, Doha, QA;

Massachusetts Institute of Technology, Cambridge, MA (US);

Inventors:

Preslav I. Nakov, Doha, QA;

Giovanni Da San Martino, Doha, QA;

Seunghak Yu, Doha, QA;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 40/205 (2020.01); G06F 3/04842 (2022.01); G06F 40/289 (2020.01);
U.S. Cl.
CPC ...
G06F 40/205 (2020.01); G06F 3/04842 (2013.01); G06F 40/289 (2020.01);
Abstract

Explainable propaganda detection is provided by parsing each sentence of a plurality of sentences in an article for structural details; identifying, via a machine learning model, dimensional features across the plurality of sentences based on the structural details; identifying, via the machine learning model, a propagandizing tactic demonstrated in each sentence of the plurality of sentences based a covariance score to the propagandizing tactic and the plurality of dimensional features identified for a given sentence; and displaying, in a user interface that includes the article, propaganda labels corresponding to the propagandizing tactic identified for each sentence of the plurality of sentences.


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