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

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$Page 1: New Scientific and Technological Approaches for Detecting and … · 2017. 11. 27. · The document was created from a file "\ipolbrusnvf01cultwpdoc 4 - 2019ActivitiesHearings 7PH_Radicalism$

Scientific and TechnologicalApproaches for Detecting and

Battling Fake News

Constantinos Daskalakis

$Page 2: New Scientific and Technological Approaches for Detecting and … · 2017. 11. 27. · The document was created from a file "\ipolbrusnvf01cultwpdoc 4 - 2019ActivitiesHearings 7PH_Radicalism$

Fake NewsMisrepresentation of facts Constructed Information

$Page 3: New Scientific and Technological Approaches for Detecting and … · 2017. 11. 27. · The document was created from a file "\ipolbrusnvf01cultwpdoc 4 - 2019ActivitiesHearings 7PH_Radicalism$

Click Farms, Fake Profiles & Social Botsclick farms

social bots

$Page 4: New Scientific and Technological Approaches for Detecting and … · 2017. 11. 27. · The document was created from a file "\ipolbrusnvf01cultwpdoc 4 - 2019ActivitiesHearings 7PH_Radicalism$

Network Effects

clickbait title

emergence of article froma corner of social network

user engagement

higher rank

eyeballs

web traffic

$Page 5: New Scientific and Technological Approaches for Detecting and … · 2017. 11. 27. · The document was created from a file "\ipolbrusnvf01cultwpdoc 4 - 2019ActivitiesHearings 7PH_Radicalism$

Detecting & Battling Fake Newsprovocative orclickbait title?

grammar& syntax

sentiment

language

signed?ContentAnalysis

SpreadPattern

Source historyand legitimacy

contentsupports title?

bots?sources?

$Page 6: New Scientific and Technological Approaches for Detecting and … · 2017. 11. 27. · The document was created from a file "\ipolbrusnvf01cultwpdoc 4 - 2019ActivitiesHearings 7PH_Radicalism$

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