Danielle Caled
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View article: DOMAIN: Explainable Credibility Assessment Tools for Empowering Online Readers Coping with Misinformation
DOMAIN: Explainable Credibility Assessment Tools for Empowering Online Readers Coping with Misinformation Open
Despite all the fact-checking initiatives on news and social media aimed at countering misinformation, they remain insufficient to promptly address the wide array of misleading information disseminated by both news and social media outlets…
View article: MIND - Mainstream and Independent News Documents Corpus.
MIND - Mainstream and Independent News Documents Corpus. Open
This paper presents and characterizes MIND, a new Portuguese corpus comprised of different types of articles collected from online mainstream and alternative media sources, over a 10-month period. The articles in the corpus are organized i…
View article: MINT -- Mainstream and Independent News Text Corpus
MINT -- Mainstream and Independent News Text Corpus Open
Most corpora approach misinformation as a binary problem, classifying texts as real or fake. However, they fail to consider the diversity of existing textual genres and types, which present different properties usually associated with cred…
View article: Digital media and misinformation: An outlook on multidisciplinary strategies against manipulation
Digital media and misinformation: An outlook on multidisciplinary strategies against manipulation Open
This review discusses the dynamic mechanisms of misinformation creation and spreading used in social networks. It includes: (1) a conceptualization of misinformation and related terms, such as rumors and disinformation; (2) an analysis of …
View article: Assessing News Credibility: Misinformation Content Indicators
Assessing News Credibility: Misinformation Content Indicators Open
The development of explainable news credibility prediction models is critical both for fighting the viral propagation of misinformation and improving media literacy. This work investigates a variety of content indicators approaching differ…
View article: FTR-18: Collecting rumours on football transfer news
FTR-18: Collecting rumours on football transfer news Open
This paper describes ongoing work on the creation of a multilingual rumour dataset on football transfer news, FTR-18. Transfer rumours are continuously published by sports media. They can both harm the image of player or a club or increase…