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Scientific and Technological Approaches for Detecting and Battling Fake News Constantinos Daskalakis

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$Page 1: Scientific and Technological Approaches for Detecting and ......The document was created from a file "\ipolbrusnvf01cultwpdoc 4 - 2019ActivitiesHearings 7PH_Radicalism & Fake News_22-11-2017To$

Scientific and TechnologicalApproaches for Detecting and

Battling Fake News

Constantinos Daskalakis

$Page 2: Scientific and Technological Approaches for Detecting and ......The document was created from a file "\ipolbrusnvf01cultwpdoc 4 - 2019ActivitiesHearings 7PH_Radicalism & Fake News_22-11-2017To$

Fake NewsMisrepresentation of facts Constructed Information

$Page 3: Scientific and Technological Approaches for Detecting and ......The document was created from a file "\ipolbrusnvf01cultwpdoc 4 - 2019ActivitiesHearings 7PH_Radicalism & Fake News_22-11-2017To$

Click Farms, Fake Profiles & Social Botsclick farms

social bots

$Page 4: Scientific and Technological Approaches for Detecting and ......The document was created from a file "\ipolbrusnvf01cultwpdoc 4 - 2019ActivitiesHearings 7PH_Radicalism & Fake News_22-11-2017To$

Network Effects

clickbait title

emergence of article froma corner of social network

user engagement

higher rank

eyeballs

web traffic

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Detecting & Battling Fake Newsprovocative orclickbait title?

grammar& syntax

sentiment

language

signed?ContentAnalysis

SpreadPattern

Source historyand legitimacy

contentsupports title?

bots?sources?

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Internet Literacy

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