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1 The European Commission’s science and knowledge service Joint Research Centre EuropCom presentation Ian Vollbracht

The European Commission’s · EuropCom presentation Ian Vollbracht . 2 A research story Plus three main messages . 3 Social Media Blogs WWW Media & News ... Audio - VISUAL . 15 Social

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Page 1: The European Commission’s · EuropCom presentation Ian Vollbracht . 2 A research story Plus three main messages . 3 Social Media Blogs WWW Media & News ... Audio - VISUAL . 15 Social

1

The European Commission’s

science and knowledge service

Joint Research Centre

EuropCom presentation

Ian Vollbracht

Page 2: The European Commission’s · EuropCom presentation Ian Vollbracht . 2 A research story Plus three main messages . 3 Social Media Blogs WWW Media & News ... Audio - VISUAL . 15 Social

2

A research story

Plus three main messages

Page 3: The European Commission’s · EuropCom presentation Ian Vollbracht . 2 A research story Plus three main messages . 3 Social Media Blogs WWW Media & News ... Audio - VISUAL . 15 Social

3

Social

Media Blogs

WWW

Media

& News

Sources Around 6000 News Sites

Input 250000 articles per day

Languages >70

Categories 1000 classes

Classes Around 2000 categories and

35000 keywords

Runs 24/7

Visitors/day 25000

European Media Monitor

• Automatic language recognition

• Entity extraction

• Quote extraction

• Geotagging

• Tonality

• Duplicate detection

• Categorisation

• Indexing and searching

• Clustering

• Statistics

• Event extraction

December 2016

Page 4: The European Commission’s · EuropCom presentation Ian Vollbracht . 2 A research story Plus three main messages . 3 Social Media Blogs WWW Media & News ... Audio - VISUAL . 15 Social

4

Social

Media Blogs

WWW

Media

& News

Sources Around 6000 News Sites

Input 250000 articles per day

Languages >70

Categories 1000 classes

Classes Around 2000 categories and

35000 keywords

Runs 24/7

Visitors/day 25000

European Media Monitor

• Automatic language recognition

• Entity extraction

• Quote extraction

• Geotagging

• Tonality

• Duplicate detection

• Categorisation

• Indexing and searching

• Clustering

• Statistics

• Event extraction

JRC Research question (Jan 2017)

How prevalent is political

psycho-targeting on social

media at the individual level?

Page 5: The European Commission’s · EuropCom presentation Ian Vollbracht . 2 A research story Plus three main messages . 3 Social Media Blogs WWW Media & News ... Audio - VISUAL . 15 Social

5

Social

Media Blogs

WWW

Media

& News

Sources Around 6000 News Sites

Input 250000 articles per day

Languages >70

Categories 1000 classes

Classes Around 2000 categories and

35000 keywords

Runs 24/7

Visitors/day 25000

European Media Monitor

• Automatic language recognition

• Entity extraction

• Quote extraction

• Geotagging

• Tonality

• Duplicate detection

• Categorisation

• Indexing and searching

• Clustering

• Statistics

• Event extraction

Page 6: The European Commission’s · EuropCom presentation Ian Vollbracht . 2 A research story Plus three main messages . 3 Social Media Blogs WWW Media & News ... Audio - VISUAL . 15 Social

6

Social

Media Blogs

WWW

Media

& News

Sources Around 6000 News Sites

Input 250000 articles per day

Languages >70

Categories 1000 classes

Classes Around 2000 categories and

35000 keywords

Runs 24/7

Visitors/day 25000

European Media Monitor

• Automatic language recognition

• Entity extraction

• Quote extraction

• Geotagging

• Tonality

• Duplicate detection

• Categorisation

• Indexing and searching

• Clustering

• Statistics

• Event extraction

JRC Research conclusion (June 2017)

Not that prevalent (yet) …

But lots of other interesting

things are going on…

Page 7: The European Commission’s · EuropCom presentation Ian Vollbracht . 2 A research story Plus three main messages . 3 Social Media Blogs WWW Media & News ... Audio - VISUAL . 15 Social

7

EU Science Hub lecture (4 July 2017)

https://www.youtube.com/watch?v=f0CPq1YjSHA&t=856s

• What is (psycho-) targeting?

• How to subvert Western democracy (if we fail to regulate some loopholes …)

Page 8: The European Commission’s · EuropCom presentation Ian Vollbracht . 2 A research story Plus three main messages . 3 Social Media Blogs WWW Media & News ... Audio - VISUAL . 15 Social

8

Social

Media Blogs

WWW

Media

& News

Sources Around 6000 News Sites

Input 250000 articles per day

Languages >70

Categories 1000 classes

Classes Around 2000 categories and

35000 keywords

Runs 24/7

Visitors/day 25000

European Media Monitor

• Automatic language recognition

• Entity extraction

• Quote extraction

• Geotagging

• Tonality

• Duplicate detection

• Categorisation

• Indexing and searching

• Clustering

• Statistics

• Event extraction

Same message

for each group

Then re-message

what works !!!

Page 9: The European Commission’s · EuropCom presentation Ian Vollbracht . 2 A research story Plus three main messages . 3 Social Media Blogs WWW Media & News ... Audio - VISUAL . 15 Social

9

Social

Media Blogs

WWW

Media

& News

Sources Around 6000 News Sites

Input 250000 articles per day

Languages >70

Categories 1000 classes

Classes Around 2000 categories and

35000 keywords

Runs 24/7

Visitors/day 25000

European Media Monitor

• Automatic language recognition

• Entity extraction

• Quote extraction

• Geotagging

• Tonality

• Duplicate detection

• Categorisation

• Indexing and searching

• Clustering

• Statistics

• Event extraction

6 October 2017

Page 10: The European Commission’s · EuropCom presentation Ian Vollbracht . 2 A research story Plus three main messages . 3 Social Media Blogs WWW Media & News ... Audio - VISUAL . 15 Social

10

Social

Media Blogs

WWW

Media

& News

Sources Around 6000 News Sites

Input 250000 articles per day

Languages >70

Categories 1000 classes

Classes Around 2000 categories and

35000 keywords

Runs 24/7

Visitors/day 25000

European Media Monitor

• Automatic language recognition

• Entity extraction

• Quote extraction

• Geotagging

• Tonality

• Duplicate detection

• Categorisation

• Indexing and searching

• Clustering

• Statistics

• Event extraction

10 October 2017

Page 11: The European Commission’s · EuropCom presentation Ian Vollbracht . 2 A research story Plus three main messages . 3 Social Media Blogs WWW Media & News ... Audio - VISUAL . 15 Social

11

Social

Media Blogs

WWW

Media

& News

Sources Around 6000 News Sites

Input 250000 articles per day

Languages >70

Categories 1000 classes

Classes Around 2000 categories and

35000 keywords

Runs 24/7

Visitors/day 25000

European Media Monitor

• Automatic language recognition

• Entity extraction

• Quote extraction

• Geotagging

• Tonality

• Duplicate detection

• Categorisation

• Indexing and searching

• Clustering

• Statistics

• Event extraction

19 October 2017

Page 12: The European Commission’s · EuropCom presentation Ian Vollbracht . 2 A research story Plus three main messages . 3 Social Media Blogs WWW Media & News ... Audio - VISUAL . 15 Social

12

In the 7 minutes remaining …

We live in audio-visual times

The role of neurology & psychology

Conclusions for policy ideas

Page 13: The European Commission’s · EuropCom presentation Ian Vollbracht . 2 A research story Plus three main messages . 3 Social Media Blogs WWW Media & News ... Audio - VISUAL . 15 Social

13

Social

Media Blogs

WWW

Media

& News

Sources Around 6000 News Sites

Input 250000 articles per day

Languages >70

Categories 1000 classes

Classes Around 2000 categories and

35000 keywords

Runs 24/7

Visitors/day 25000

European Media Monitor

• Automatic language recognition

• Entity extraction

• Quote extraction

• Geotagging

• Tonality

• Duplicate detection

• Categorisation

• Indexing and searching

• Clustering

• Statistics

• Event extraction

Page 14: The European Commission’s · EuropCom presentation Ian Vollbracht . 2 A research story Plus three main messages . 3 Social Media Blogs WWW Media & News ... Audio - VISUAL . 15 Social

14

Social

Media Blogs

WWW

Media

& News

Sources Around 6000 News Sites

Input 250000 articles per day

Languages >70

Categories 1000 classes

Classes Around 2000 categories and

35000 keywords

Runs 24/7

Visitors/day 25000

European Media Monitor

• Automatic language recognition

• Entity extraction

• Quote extraction

• Geotagging

• Tonality

• Duplicate detection

• Categorisation

• Indexing and searching

• Clustering

• Statistics

• Event extraction

Audio - VISUAL

Page 15: The European Commission’s · EuropCom presentation Ian Vollbracht . 2 A research story Plus three main messages . 3 Social Media Blogs WWW Media & News ... Audio - VISUAL . 15 Social

15

Social

Media Blogs

WWW

Media

& News

Sources Around 6000 News Sites

Input 250000 articles per day

Languages >70

Categories 1000 classes

Classes Around 2000 categories and

35000 keywords

Runs 24/7

Visitors/day 25000

European Media Monitor

• Automatic language recognition

• Entity extraction

• Quote extraction

• Geotagging

• Tonality

• Duplicate detection

• Categorisation

• Indexing and searching

• Clustering

• Statistics

• Event extraction

Why images?

Stupidity?

Illiteracy?

No, people are overloaded

with information

(we all are)

Page 16: The European Commission’s · EuropCom presentation Ian Vollbracht . 2 A research story Plus three main messages . 3 Social Media Blogs WWW Media & News ... Audio - VISUAL . 15 Social

16

Social

Media Blogs

WWW

Media

& News

Sources Around 6000 News Sites

Input 250000 articles per day

Languages >70

Categories 1000 classes

Classes Around 2000 categories and

35000 keywords

Runs 24/7

Visitors/day 25000

European Media Monitor

• Automatic language recognition

• Entity extraction

• Quote extraction

• Geotagging

• Tonality

• Duplicate detection

• Categorisation

• Indexing and searching

• Clustering

• Statistics

• Event extraction

Page 17: The European Commission’s · EuropCom presentation Ian Vollbracht . 2 A research story Plus three main messages . 3 Social Media Blogs WWW Media & News ... Audio - VISUAL . 15 Social

17

Social

Media Blogs

WWW

Media

& News

Sources Around 6000 News Sites

Input 250000 articles per day

Languages >70

Categories 1000 classes

Classes Around 2000 categories and

35000 keywords

Runs 24/7

Visitors/day 25000

European Media Monitor

• Automatic language recognition

• Entity extraction

• Quote extraction

• Geotagging

• Tonality

• Duplicate detection

• Categorisation

• Indexing and searching

• Clustering

• Statistics

• Event extraction

Why does this matter?

All people respond to images

in (often very) emotional ways

Page 18: The European Commission’s · EuropCom presentation Ian Vollbracht . 2 A research story Plus three main messages . 3 Social Media Blogs WWW Media & News ... Audio - VISUAL . 15 Social

18

Social

Media Blogs

WWW

Media

& News

Sources Around 6000 News Sites

Input 250000 articles per day

Languages >70

Categories 1000 classes

Classes Around 2000 categories and

35000 keywords

Runs 24/7

Visitors/day 25000

European Media Monitor

• Automatic language recognition

• Entity extraction

• Quote extraction

• Geotagging

• Tonality

• Duplicate detection

• Categorisation

• Indexing and searching

• Clustering

• Statistics

• Event extraction

Page 19: The European Commission’s · EuropCom presentation Ian Vollbracht . 2 A research story Plus three main messages . 3 Social Media Blogs WWW Media & News ... Audio - VISUAL . 15 Social

19

Social

Media Blogs

WWW

Media

& News

Sources Around 6000 News Sites

Input 250000 articles per day

Languages >70

Categories 1000 classes

Classes Around 2000 categories and

35000 keywords

Runs 24/7

Visitors/day 25000

European Media Monitor

• Automatic language recognition

• Entity extraction

• Quote extraction

• Geotagging

• Tonality

• Duplicate detection

• Categorisation

• Indexing and searching

• Clustering

• Statistics

• Event extraction

Page 20: The European Commission’s · EuropCom presentation Ian Vollbracht . 2 A research story Plus three main messages . 3 Social Media Blogs WWW Media & News ... Audio - VISUAL . 15 Social

20

Serious behavioural scientists worked

for decades on all of this…

Page 21: The European Commission’s · EuropCom presentation Ian Vollbracht . 2 A research story Plus three main messages . 3 Social Media Blogs WWW Media & News ... Audio - VISUAL . 15 Social

21

Social

Media Blogs

WWW

Media

& News

Sources Around 6000 News Sites

Input 250000 articles per day

Languages >70

Categories 1000 classes

Classes Around 2000 categories and

35000 keywords

Runs 24/7

Visitors/day 25000

European Media Monitor

• Automatic language recognition

• Entity extraction

• Quote extraction

• Geotagging

• Tonality

• Duplicate detection

• Categorisation

• Indexing and searching

• Clustering

• Statistics

• Event extraction

Facts (and fake facts)

Emotions

Heuristics

Values

Page 22: The European Commission’s · EuropCom presentation Ian Vollbracht . 2 A research story Plus three main messages . 3 Social Media Blogs WWW Media & News ... Audio - VISUAL . 15 Social

22

So "fake news" can still be

effective … even when it is

known to be false …

Page 23: The European Commission’s · EuropCom presentation Ian Vollbracht . 2 A research story Plus three main messages . 3 Social Media Blogs WWW Media & News ... Audio - VISUAL . 15 Social

23

Social

Media Blogs

WWW

Media

& News

Sources Around 6000 News Sites

Input 250000 articles per day

Languages >70

Categories 1000 classes

Classes Around 2000 categories and

35000 keywords

Runs 24/7

Visitors/day 25000

European Media Monitor

• Automatic language recognition

• Entity extraction

• Quote extraction

• Geotagging

• Tonality

• Duplicate detection

• Categorisation

• Indexing and searching

• Clustering

• Statistics

• Event extraction

Page 24: The European Commission’s · EuropCom presentation Ian Vollbracht . 2 A research story Plus three main messages . 3 Social Media Blogs WWW Media & News ... Audio - VISUAL . 15 Social

24

So we should still solve

problems with this …

Page 25: The European Commission’s · EuropCom presentation Ian Vollbracht . 2 A research story Plus three main messages . 3 Social Media Blogs WWW Media & News ... Audio - VISUAL . 15 Social

25

Social

Media Blogs

WWW

Media

& News

Sources Around 6000 News Sites

Input 250000 articles per day

Languages >70

Categories 1000 classes

Classes Around 2000 categories and

35000 keywords

Runs 24/7

Visitors/day 25000

European Media Monitor

• Automatic language recognition

• Entity extraction

• Quote extraction

• Geotagging

• Tonality

• Duplicate detection

• Categorisation

• Indexing and searching

• Clustering

• Statistics

• Event extraction

Page 26: The European Commission’s · EuropCom presentation Ian Vollbracht . 2 A research story Plus three main messages . 3 Social Media Blogs WWW Media & News ... Audio - VISUAL . 15 Social

26

But (rightly or wrongly)

the public will not get the

message if we present the

solutions like this …

Page 27: The European Commission’s · EuropCom presentation Ian Vollbracht . 2 A research story Plus three main messages . 3 Social Media Blogs WWW Media & News ... Audio - VISUAL . 15 Social

27

Social

Media Blogs

WWW

Media

& News

Sources Around 6000 News Sites

Input 250000 articles per day

Languages >70

Categories 1000 classes

Classes Around 2000 categories and

35000 keywords

Runs 24/7

Visitors/day 25000

European Media Monitor

• Automatic language recognition

• Entity extraction

• Quote extraction

• Geotagging

• Tonality

• Duplicate detection

• Categorisation

• Indexing and searching

• Clustering

• Statistics

• Event extraction

Page 28: The European Commission’s · EuropCom presentation Ian Vollbracht . 2 A research story Plus three main messages . 3 Social Media Blogs WWW Media & News ... Audio - VISUAL . 15 Social

28

Or, worse …

Page 29: The European Commission’s · EuropCom presentation Ian Vollbracht . 2 A research story Plus three main messages . 3 Social Media Blogs WWW Media & News ... Audio - VISUAL . 15 Social

29

Social

Media Blogs

WWW

Media

& News

Sources Around 6000 News Sites

Input 250000 articles per day

Languages >70

Categories 1000 classes

Classes Around 2000 categories and

35000 keywords

Runs 24/7

Visitors/day 25000

European Media Monitor

• Automatic language recognition

• Entity extraction

• Quote extraction

• Geotagging

• Tonality

• Duplicate detection

• Categorisation

• Indexing and searching

• Clustering

• Statistics

• Event extraction

bad

Page 30: The European Commission’s · EuropCom presentation Ian Vollbracht . 2 A research story Plus three main messages . 3 Social Media Blogs WWW Media & News ... Audio - VISUAL . 15 Social

30

… Social media means we

need to think like this …

Page 31: The European Commission’s · EuropCom presentation Ian Vollbracht . 2 A research story Plus three main messages . 3 Social Media Blogs WWW Media & News ... Audio - VISUAL . 15 Social

31

Social

Media Blogs

WWW

Media

& News

Sources Around 6000 News Sites

Input 250000 articles per day

Languages >70

Categories 1000 classes

Classes Around 2000 categories and

35000 keywords

Runs 24/7

Visitors/day 25000

European Media Monitor

• Automatic language recognition

• Entity extraction

• Quote extraction

• Geotagging

• Tonality

• Duplicate detection

• Categorisation

• Indexing and searching

• Clustering

• Statistics

• Event extraction

Page 32: The European Commission’s · EuropCom presentation Ian Vollbracht . 2 A research story Plus three main messages . 3 Social Media Blogs WWW Media & News ... Audio - VISUAL . 15 Social

32

… Due to solid scientific

research in neurology and

cognitive psychology …

Page 33: The European Commission’s · EuropCom presentation Ian Vollbracht . 2 A research story Plus three main messages . 3 Social Media Blogs WWW Media & News ... Audio - VISUAL . 15 Social

33

Social

Media Blogs

WWW

Media

& News

Sources Around 6000 News Sites

Input 250000 articles per day

Languages >70

Categories 1000 classes

Classes Around 2000 categories and

35000 keywords

Runs 24/7

Visitors/day 25000

European Media Monitor

• Automatic language recognition

• Entity extraction

• Quote extraction

• Geotagging

• Tonality

• Duplicate detection

• Categorisation

• Indexing and searching

• Clustering

• Statistics

• Event extraction