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2021 | OriginalPaper | Buchkapitel

9. Tools for Truth

Fact-Checking Resources for Journalists and You

verfasst von : Noah Giansiracusa

Erschienen in: How Algorithms Create and Prevent Fake News

Verlag: Apress

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Abstract

This chapter starts by discussing a collection of publicly available (and mostly free) fact-checking tools that are powered by machine learning; this is to help you know what kinds of tools are available and to provide some insight into how they work. It concludes with a brief look at the role and scope of fact-checking at Google, YouTube, Facebook, and Twitter.

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Fußnoten
4
Jonathan Rauch, “Fact-Checking the President in Real Time,” Atlantic, June 2019: https://www.theatlantic.com/magazine/archive/2019/06/fact-checking-donald-trump-ai/588028/.
 
6
“Federal Health Officials Say AstraZeneca Vaccine Trial May Have Relied on ‘Outdated Information’,” New York Times, March 22, 2021: https://www.nytimes.com/live/2021/03/22/world/covid-vaccine-coronavirus-cases.
 
7
Chris Dulhanty et al., “Taking a Stance on Fake News: Towards Automatic Disinformation Assessment via Deep Bidirectional Transformer Language Models for Stance Detection,” presented at NeurIPS 2019: https://arxiv.org/pdf/1911.11951.pdf.
 
9
Danny Sullivan, “A reintroduction to our Knowledge Graph and knowledge panels,” Google blog, May 20, 2020: https://blog.google/products/search/about-knowledge-graph-and-knowledge-panels/.
 
11
Will Douglas Heaven, “This know-it-all AI learns by reading the entire web nonstop,” MIT Technology Review, September 4, 2020: https://www.technologyreview.com/2020/09/04/1008156/knowledge-graph-ai-reads-web-machine-learning-natural-language-processing/.
 
17
Pandu Nayak, “Our latest investments in information quality in Search and News,” Google blog, September 10, 2020: https://blog.google/products/search/our-latest-investments-information-quality-search-and-news.
 
18
Harris Cohen, “Bringing fact check information to Google Images,” Google blog, June 22, 2020: https://www.blog.google/products/search/bringing-fact-check-information-google-images/.
 
20
“Expanding fact checks on YouTube to the United States,” YouTube blog, April 28, 2020: https://blog.youtube/news-and-events/expanding-fact-checks-on-youtube-to-united-states/.
 
22
“Here’s how we’re using AI to help detect misinformation,” Facebook blog, November 19, 2020: https://ai.facebook.com/blog/heres-how-were-using-ai-to-help-detect-misinformation/.
 
23
Vinny Green and David Mikkelson, “A Message to Our Community Regarding the Facebook Fact-Checking Partnership,” Snopes, February 1, 2019: https://www.snopes.com/2019/02/01/snopes-fb-partnership-ends/.
 
24
Daniel Funke, “Snopes pulls out of its fact-checking partnership with Facebook,” Poynter, February 1, 2019: https://www.poynter.org/fact-checking/2019/snopes-pulls-out-of-its-fact-checking-partnership-with-facebook/.
 
25
Sherisse Pham, “Twitter says it labels tweets to provide `context, not fact-checking’,” CNN, June 3, 2020: https://www.cnn.com/2020/06/03/tech/twitter-enforcement-policy/index.html.
 
26
Keith Coleman, “Introducing Birdwatch, a community-based approach to misinformation,” Twitter blog, January 25, 2021: https://blog.twitter.com/en_us/topics/product/2021/introducing-birdwatch-a-community-based-approach-to-misinformation.html.
 
Metadaten
Titel
Tools for Truth
verfasst von
Noah Giansiracusa
Copyright-Jahr
2021
Verlag
Apress
DOI
https://doi.org/10.1007/978-1-4842-7155-1_9