R 2020

Propaganda detection tool

HERMAN, Ondřej, Vít BAISA and Aleš HORÁK

Basic information

Original name

Propaganda detection tool

Authors

Edition

2020

Other information

Language

English

Type of outcome

Software

Field of Study

10201 Computer sciences, information science, bioinformatics

Country of publisher

Czech Republic

Confidentiality degree

není předmětem státního či obchodního tajemství

References:

Organization unit

Faculty of Informatics

Keywords (in Czech)

propaganda; textová analýza; detekce manipulativních technik

Keywords in English

propaganda; text analysis; manipulation technique detection

Technical parameters

The tool provides a manipulation technique detection using a specialized neural network method (BERT model). Users can paste any text (in Czech language) and submit the form. The model which has been trained on thousands of manually annotated documents will predict probabilities of various manipulative techniques contained in the text.

Tags

International impact
Změněno: 23/5/2022 13:27, RNDr. Pavel Šmerk, Ph.D.

Abstract

V originále

The tool provides a manipulation technique detection using a specialized neural network method (BERT model). Users can paste any text (in Czech language) and submit the form. The model which has been trained on thousands of manually annotated documents will predict probabilities of various manipulative techniques contained in the text.

Links

MUNI/G/0872/2016, interní kód MU
Name: Manipulativní techniky propagandy v době internetu
Investor: Masaryk University, INTERDISCIPLINARY - Interdisciplinary research projects