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Prta: A System to Support the Analysis of Propaganda Techniques in the News
- Source :
- ACL (demo)
- Publication Year :
- 2020
- Publisher :
- arXiv, 2020.
-
Abstract
- Recent events, such as the 2016 US Presidential Campaign, Brexit and the COVID-19 "infodemic", have brought into the spotlight the dangers of online disinformation. There has been a lot of research focusing on fact-checking and disinformation detection. However, little attention has been paid to the specific rhetorical and psychological techniques used to convey propaganda messages. Revealing the use of such techniques can help promote media literacy and critical thinking, and eventually contribute to limiting the impact of "fake news" and disinformation campaigns. Prta (Propaganda Persuasion Techniques Analyzer) allows users to explore the articles crawled on a regular basis by highlighting the spans in which propaganda techniques occur and to compare them on the basis of their use of propaganda techniques. The system further reports statistics about the use of such techniques, overall and over time, or according to filtering criteria specified by the user based on time interval, keywords, and/or political orientation of the media. Moreover, it allows users to analyze any text or URL through a dedicated interface or via an API. The system is available online: https://www.tanbih.org/prta<br />Comment: propaganda, disinformation, fake news, media bias, COVID-19
- Subjects :
- FOS: Computer and information sciences
Computer Science - Machine Learning
0209 industrial biotechnology
Persuasion
Computer science
media_common.quotation_subject
Interface (computing)
68T50
Internet privacy
Presidential campaign
02 engineering and technology
Computer Science - Information Retrieval
propaganda identification sequence labelling
Biology and political orientation
Machine Learning (cs.LG)
020901 industrial engineering & automation
0202 electrical engineering, electronic engineering, information engineering
Rhetorical question
Neural and Evolutionary Computing (cs.NE)
media_common
Computer Science - Computation and Language
Propaganda techniques
business.industry
I.2.7
Computer Science - Neural and Evolutionary Computing
Critical thinking
Brexit
Disinformation
Media literacy
020201 artificial intelligence & image processing
Fake news
business
Computation and Language (cs.CL)
Information Retrieval (cs.IR)
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- ACL (demo)
- Accession number :
- edsair.doi.dedup.....ff32c9a292c2edfbbd3a9e62808ea553
- Full Text :
- https://doi.org/10.48550/arxiv.2005.05854