Benchmark Dataset for Propaganda Detection in Czech Newspaper Texts

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216224%3A14330%2F19%3A00110579" target="_blank" >RIV/00216224:14330/19:00110579 - isvavai.cz</a>

Výsledek na webu

<a href="https://www.aclweb.org/anthology/R19-1010.pdf" target="_blank" >https://www.aclweb.org/anthology/R19-1010.pdf</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.26615/978-954-452-056-4_010" target="_blank" >10.26615/978-954-452-056-4_010</a>

Jazyk výsledku

angličtina

Název v původním jazyce

Benchmark Dataset for Propaganda Detection in Czech Newspaper Texts

Popis výsledku v původním jazyce

Propaganda of various pressure groups ranging from big economies to ideological blocks is often presented in a form of objective newspaper texts. However, the real objectivity is here shaded with the support of imbalanced views and distorted attitudes by means of various manipulative stylistic techniques. In the project of Manipulative Propaganda Techniques in the Age of Internet, a new resource for automatic analysis of stylistic mechanisms for influencing the readers’ opinion is developed. In its current version, the resource consists of 7,494 newspaper articles from four selected Czech digital news servers annotated for the presence of specific manipulative techniques. In this paper, we present the current state of the annotations and describe the structure of the dataset in detail. We also offer an evaluation of bag-of-words classification algorithms for the annotated manipulative techniques.

Název v anglickém jazyce

Benchmark Dataset for Propaganda Detection in Czech Newspaper Texts

Popis výsledku anglicky

Propaganda of various pressure groups ranging from big economies to ideological blocks is often presented in a form of objective newspaper texts. However, the real objectivity is here shaded with the support of imbalanced views and distorted attitudes by means of various manipulative stylistic techniques. In the project of Manipulative Propaganda Techniques in the Age of Internet, a new resource for automatic analysis of stylistic mechanisms for influencing the readers’ opinion is developed. In its current version, the resource consists of 7,494 newspaper articles from four selected Czech digital news servers annotated for the presence of specific manipulative techniques. In this paper, we present the current state of the annotations and describe the structure of the dataset in detail. We also offer an evaluation of bag-of-words classification algorithms for the annotated manipulative techniques.

Druh

D - Stať ve sborníku

CEP obor

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OECD FORD obor

10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

Projekt

—

Návaznosti

S - Specificky vyzkum na vysokych skolach

Rok uplatnění

2019

Kód důvěrnosti údajů

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Název statě ve sborníku

Proceedings of Recent Advances in Natural Language Processing, RANLP 2019

ISBN

9789544520557

ISSN

1313-8502

e-ISSN

2603-2813

Počet stran výsledku

7

Strana od-do

77-83

Název nakladatele

INCOMA Ltd.

Místo vydání

Varna, Bulgaria

Místo konání akce

Varna, Bulgaria

Datum konání akce

1. 1. 2019

Typ akce podle státní příslušnosti

WRD - Celosvětová akce

Kód UT WoS článku

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