Frontiers of Computational Journalism week 10 - Truth and Trust
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Frontiers of Computational Journalism week 10 - Truth and Trust
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Taught at Columbia Journalism School, Fall 2018 Full syllabus and lecture videos at http://www.compjournalism.com/?p=218
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Frontiers of Computational Journalism week 10 - Truth and Trust
- 1. Frontiers of Computational Journalism Columbia Journalism School Week 10: Truth and Trust November 28, 2018
- 2. This class • Credibility Indicators • Platform Response • Automated Fact Checking • Measuring Information Diffusion
- 6. A Structured Response to Misinformation: Defining and Annotating Credibility Indicators in News Articles, Zhang et. al
- 9. Fact Check now available in Google Search and News around the world, Google Blog April 2017
- 10. Designing Against Misinformation, Smith, Jackson, Raj, Facebook
- 11. Information Operations and Facebook, Weedon, Nuland and Stamos
- 13. Automated Pop Up Fact Checking : Challenges & Progress, Adair et al.
- 14. Toward Automated Fact-Checking: Detecting Check-worthy Factual Claims by ClaimBuster, Hassan et al.
- 15. Toward Automated Fact-Checking: Detecting Check-worthy Factual Claims by ClaimBuster, Hassan et al.
- 16. The State of Automated Fact Checking, Babakar and Moy, FullFact, 2016
- 17. FullFact prototype automated statistical claim checker
- 18. Given a sentence T does it “entail” a hypotheses H? In other words, would a human reading T believe that H is true? Active area of NLP research. For fact checking: • Matching existing checks: does the claim entail the claim in the fact check? • Finding false statements: Is there evidence entails the claim or its negation? Claim checking: entailment
- 19. Excitement Open Platform architecture diagram
- 20. The BIUTEE Research Platform for Transformation-based Textual Entailment Recognition Stern and Dagan
- 21. A Study of Machine Learning Algorithms for Recognizing Textual Entailment, Julio Castillo
- 22. Improving Language Understanding by Generative Pre-Training , Open AI
- 25. Meme-tracking and the Dynamics of the News Cycle Leskovec, Backstrom, Kleinberg 2009
- 26. Breaking Bin Laden: Visualizing The Power Of A Single Tweet, Socialflow
- 27. KONY2012: See How Invisible Networks Helped a Campaign Capture the World’s Attention, Gilad Lotan
- 28. Predicting Pageviews on the New York Times Website, Brian Abelson
- 29. This Analysis Shows How Viral Fake Election News Stories Outperformed Real News On Facebook, Craig Silverman, Buzzfeed
- 30. The Spread of True and False News Online, Vosoughi, Roy, Aral
- 31. The Spread of True and False News Online, Vosoughi, Roy, Aral
- 32. The Spread of True and False News Online, Vosoughi, Roy, Aral
Editor's Notes
- To open: EDITS demo http://hlt-services1.fbk.eu:8080/editsui/ NIFTY http://snap.stanford.edu/nifty/
- https://credibilitycoalition.org/pdfs/CredCoWebConf2018.pdf
- https://schema.org/ClaimReview
- https://www.blog.google/products/search/fact-check-now-available-google-search-and-news-around-world/
- https://medium.com/facebook-design/designing-against-misinformation-e5846b3aa1e2
- https://www.poynter.org/news/step-toward-automation-full-fact-has-built-live-fact-checking-prototype
- https://hltfbk.github.io/Excitement-Open-Platform/
- http://csli-lilt.stanford.edu/ojs/index.php/LiLT/article/view/3
- http://www.aclweb.org/anthology/R09-2003
- http://www.aclweb.org/anthology/R09-2003
- http://snap.stanford.edu/nifty/
- http://giladlotan.com/2012/03/data-viz-kony2012-see-how-invisible-networks-helped-a-campaign-capture-the-worlds-attention/
- https://source.opennews.org/en-US/articles/promotion-pageviews/
- https://www.buzzfeednews.com/article/craigsilverman/viral-fake-election-news-outperformed-real-news-on-facebook