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Lora 
Aroyo 
VU 
University 
Amsterdam 
lora-­‐aroyo.org 
@laroyo 
In 
Digital 
Hermeneu3cs: 
The 
Event-­‐based 
Browsing 
Of 
Linked 
Historical 
Media
Informa(on: 
Museums 
& 
Archives 
as 
Inventories 
of 
the 
World 
André 
Malraux, 
The 
Imaginary 
Museum 
of 
World 
Sculpture, 
1953 
http://lora-aroyo.org ! http://slideshare.net/laroyo ! @laroyo
Interpreta(on: 
Museums 
& 
Archives 
as 
a 
Place 
to 
Engage 
with 
the 
World
Digital 
Hermeneu(cs 
• a 
theory 
of 
interpreta<on 
of 
informa<on 
• bringing 
people 
and 
technology 
together 
to 
explore: 
– how 
to 
model 
and 
represent 
informa=on 
– how 
to 
provide 
engaging 
interac=on 
– how 
to 
support 
interpreta=on 
“Digital 
Hermeneu<cs: 
Agora 
and 
the 
online 
understanding 
of 
cultural 
heritage” 
In 
proceedings 
of 
Web 
Science 
Conference, 
(ACM: 
New 
York, 
2011) 
http://lora-aroyo.org ! http://slideshare.net/laroyo ! @laroyo
“The 
Gallery 
of 
Cornelis 
van 
der 
Geest” 
(Willem 
van 
Haecht)
explore 
topics, 
e.g 
hun3ng, 
dogs 
http://lora-aroyo.org ! http://slideshare.net/laroyo ! @laroyo
Quen3n 
Metsys 
The 
Madonna 
and 
Child 
explore 
ar3sts, 
e.g. 
their 
pain3ngs, 
biographies, 
links
explore 
events, 
e.g 
types, 
par3cipants, 
links 
http://lora-aroyo.org ! http://slideshare.net/laroyo ! @laroyo
explore 
perspecives, 
e.g 
opinions, 
interpreta3ons
… also Digital Humanities researchers 
http://lora-aroyo.org ! http://slideshare.net/laroyo ! @laroyo
… often don’t find 
what they were searching for
HOW 
DO 
WE 
BRIDGE 
THE 
GAP? 
http://lora-aroyo.org ! http://slideshare.net/laroyo ! @laroyo
Simple 
Event 
Model 
(SEM) 
OpenAnnota=on 
(OA) 
& 
SKOS 
DIVE:MEDIA 
OBJECT 
SEM:EVEN 
T 
SEM:PLACE 
SEM:TIME 
SKOS:CONCEP 
T 
SEM:ACTOR 
OA:ANNOTATIO 
N 
• Links 
to 
EUROPEANA 
(mul=lingual) 
• Links 
to 
DBPedia, 
other 
vocabularies
Erp, 
M. 
van; 
Oomen, 
J.; 
Segers, 
R.; 
Akker, 
C. 
van 
de; 
Aroyo, 
L.; 
Jacobs, 
G.; 
Legêne, 
S; 
Meij, 
L. 
van 
der;O 
ssenbruggen, 
J.R. 
van; 
Schreiber, 
G. 
Automa=c 
Heritage 
Metadata 
Enrichment 
with 
Historic 
Events 
Museums 
and 
the 
Web 
2011 
h[p://www.museumsandtheweb.com/mw2011/ 
papers/automa=c_heritage_metadata_enrichment_with_hi 
http://lora-aroyo.org ! http://slideshare.net/laroyo ! @laroyo
engaging 
users 
through 
event 
narratives
Crowdsourcing 
Events, 
En33es 
& 
Perspec3ves 
http://lora-aroyo.org ! http://slideshare.net/laroyo ! @laroyo
Entities & Events Extraction with CrowdTruth.org 
ENTITY EXTRACTION 
EVENTS CROWDSOURCING AND LINKING TO 
CONCEPTS THROUGH CROWDTRUTH.ORG 
LINKING EVENTS AND 
CONCEPTS TO KEYFRAMES 
SEGMENTATION & KEYFRAMES
CrowdTruth.org 
A 
novel 
approach 
to 
gather 
diversity 
of 
perspec=ves 
& 
opinions 
from 
the 
crowd, 
expand 
expert 
vocabularies 
with 
these 
and 
gather 
new 
type 
of 
gold 
standard 
for 
machines 
L. 
Aroyo, 
C. 
Welty: 
Crowd 
Truth: 
Harnessing 
disagreement 
in 
crowdsourcing 
a 
rela=on 
extrac=on 
gold 
standard. 
ACM 
WebSci 
2013. 
http://lora-aroyo.org ! http://slideshare.net/laroyo ! @laroyo
Video 
Event 
Extrac=on 
Following the grandeur of Baroque, Rococo art is 
often dismissed as frivolous and unserious, but 
Waldemar Januszczak disagrees. […] The first 
episode is about travel in the 18th century and how 
it impacted greatly on some of the finest art ever 
made. The world was getting smaller and took on 
new influences shown in the glorious Bavarian 
pilgrimage architecture, Canaletto's romantic 
Venice and the blossoming of exotic designs and 
tastes all over Europe. 
Rococo: 
Travel, 
pleasure, 
madness 
h]p://dive.beeldengeluid.nl 
h]p://vista-­‐tv.eu 
A 
boarding 
school 
where 
boys 
from 
the 
Dutch 
East 
Indies 
receive 
a 
voca=onal 
educa=on 
has 
been 
set 
up 
by 
the 
ministry 
of 
Social 
Affairs 
near 
Batavia. 
Trumpeter 
sounds 
the 
reveille; 
-­‐ 
the 
boys 
get 
out 
of 
bed; 
-­‐ 
the 
muster 
is 
held 
in 
front 
of 
the 
building; 
a`erwards 
the 
boys 
stand 
in 
line 
with 
a 
food 
bowl; 
they 
get 
rice 
pudding 
and 
eat 
this 
around 
long 
tables 
in 
the 
open 
air; 
-­‐ 
the 
boys 
get 
instruc=ons 
and 
prac=ce 
a.o. 
drawing 
shapes, 
forging, 
metalworking, 
filing 
and 
woodworking; 
News 
from 
Indonesia: 
youth 
care
Video 
Analysis 
& 
Crowdsourcing 
CrowdTruth.org 
IBM 
Faculty 
Award 
2013 
& 
2014: 
CrowdTruth 
1st 
Prize: 
EuroITV2010 
Compe33on 
Grand 
Challenge: 
Waisda? 
Video 
Tagging 
Game 
http://lora-aroyo.org ! http://slideshare.net/laroyo ! @laroyo
OPENIMAGES.EU 
• 3000 
videos 
• NL 
Ins=tute 
for 
Sound 
& 
Vision 
• mostly 
news 
broadcasts 
DELPHER.NL 
• 1.5 
Million 
Scans 
of 
• Radio 
bulle=ns 
• (hand 
annotated) 
• 1937 
– 
1984
dive.beeldengeluid.nl 
3rd 
Price 
at 
the 
Seman=c 
Web 
Challenge 
2014
Digital 
Submarine 
UI 
Infinity 
of 
Explora3on 
Linked 
(Open) 
Data 
Events 
Linking 
Objects 
Crowd 
Bringing 
in 
the 
Human 
Perspec3ves
DIVE 
Team: 
Victor 
de 
Boer, 
Oana 
Inel, 
Lora 
Aroyo, 
Johan 
Oomen, 
Elco 
Van 
Staveren, 
Werner 
Helmich 
& 
Dennis 
De 
Beurs 
CrowdTruth.org 
dive.beeldengeluid.nl 
http://lora-aroyo.org 
http://slideshare.net/laroyo 
@laroyo
Credits 
& 
Acknowledgements 
CrowdTruth 
Team 
• Chris 
http://lora-aroyo.org ! http://slideshare.net/laroyo ! @laroyo 
Welty 
• Robert-­‐Jan 
Sips 
• Wing-­‐Yan 
Man 
• Lin-­‐En 
Wu 
• Anca 
Dumitrache 
• Oana 
Inel 
• Jelle 
v.d. 
Ploeg 
• Ta=ana 
Cristea 
• Khalid 
Khamkham 
• Harrië[e 
Smook 
• Benjamin 
Timmermans 
• Rens 
van 
Honschooten 
• Susanna 
van 
de 
Ven 
• Merel 
van 
Empel 
• Arne 
Rutjes 
• 
Agora 
Team 
• Chiel 
van 
den 
Akker 
• Marieke 
van 
Erp 
• Lourens 
v.d. 
Meij 
• Susan 
Legene 
• Geertje 
Jackobs 
• Guus 
Schreiber 
PrestoPrime 
Team 
• Riste 
Gligorov 
• Marteen 
Brinkerink 
• Lo[e 
Belice 
Baltussen 
• Johan 
Oomen 
• Michiel 
Hildebrand 
• Jacco 
van 
Ossenbruggen 
On 
the 
Web 
• http://waida.nl 
• http://prestoprime.org 
• http://agora.cs.vu.nl 
• http://sealincmedia.wordpress.com 
• http://notube.tv 
• http://vista-tv.eu 
• http://dive.beeldengeluid.nl 
• http://wm.cs.vu.nl 
On 
Twi]er 
@waisda 
@agora-­‐project 
@sealincmedia 
@prestocenter 
@notubeproject 
@vistatv 
#CrowdTruth

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EUScreen XL 2014 Conference: DIVE In Digital Hermeneutics

  • 1. Lora Aroyo VU University Amsterdam lora-­‐aroyo.org @laroyo In Digital Hermeneu3cs: The Event-­‐based Browsing Of Linked Historical Media
  • 2. Informa(on: Museums & Archives as Inventories of the World André Malraux, The Imaginary Museum of World Sculpture, 1953 http://lora-aroyo.org ! http://slideshare.net/laroyo ! @laroyo
  • 3. Interpreta(on: Museums & Archives as a Place to Engage with the World
  • 4. Digital Hermeneu(cs • a theory of interpreta<on of informa<on • bringing people and technology together to explore: – how to model and represent informa=on – how to provide engaging interac=on – how to support interpreta=on “Digital Hermeneu<cs: Agora and the online understanding of cultural heritage” In proceedings of Web Science Conference, (ACM: New York, 2011) http://lora-aroyo.org ! http://slideshare.net/laroyo ! @laroyo
  • 5. “The Gallery of Cornelis van der Geest” (Willem van Haecht)
  • 6. explore topics, e.g hun3ng, dogs http://lora-aroyo.org ! http://slideshare.net/laroyo ! @laroyo
  • 7. Quen3n Metsys The Madonna and Child explore ar3sts, e.g. their pain3ngs, biographies, links
  • 8. explore events, e.g types, par3cipants, links http://lora-aroyo.org ! http://slideshare.net/laroyo ! @laroyo
  • 9. explore perspecives, e.g opinions, interpreta3ons
  • 10. … also Digital Humanities researchers http://lora-aroyo.org ! http://slideshare.net/laroyo ! @laroyo
  • 11. … often don’t find what they were searching for
  • 12. HOW DO WE BRIDGE THE GAP? http://lora-aroyo.org ! http://slideshare.net/laroyo ! @laroyo
  • 13. Simple Event Model (SEM) OpenAnnota=on (OA) & SKOS DIVE:MEDIA OBJECT SEM:EVEN T SEM:PLACE SEM:TIME SKOS:CONCEP T SEM:ACTOR OA:ANNOTATIO N • Links to EUROPEANA (mul=lingual) • Links to DBPedia, other vocabularies
  • 14. Erp, M. van; Oomen, J.; Segers, R.; Akker, C. van de; Aroyo, L.; Jacobs, G.; Legêne, S; Meij, L. van der;O ssenbruggen, J.R. van; Schreiber, G. Automa=c Heritage Metadata Enrichment with Historic Events Museums and the Web 2011 h[p://www.museumsandtheweb.com/mw2011/ papers/automa=c_heritage_metadata_enrichment_with_hi http://lora-aroyo.org ! http://slideshare.net/laroyo ! @laroyo
  • 15. engaging users through event narratives
  • 16. Crowdsourcing Events, En33es & Perspec3ves http://lora-aroyo.org ! http://slideshare.net/laroyo ! @laroyo
  • 17. Entities & Events Extraction with CrowdTruth.org ENTITY EXTRACTION EVENTS CROWDSOURCING AND LINKING TO CONCEPTS THROUGH CROWDTRUTH.ORG LINKING EVENTS AND CONCEPTS TO KEYFRAMES SEGMENTATION & KEYFRAMES
  • 18. CrowdTruth.org A novel approach to gather diversity of perspec=ves & opinions from the crowd, expand expert vocabularies with these and gather new type of gold standard for machines L. Aroyo, C. Welty: Crowd Truth: Harnessing disagreement in crowdsourcing a rela=on extrac=on gold standard. ACM WebSci 2013. http://lora-aroyo.org ! http://slideshare.net/laroyo ! @laroyo
  • 19. Video Event Extrac=on Following the grandeur of Baroque, Rococo art is often dismissed as frivolous and unserious, but Waldemar Januszczak disagrees. […] The first episode is about travel in the 18th century and how it impacted greatly on some of the finest art ever made. The world was getting smaller and took on new influences shown in the glorious Bavarian pilgrimage architecture, Canaletto's romantic Venice and the blossoming of exotic designs and tastes all over Europe. Rococo: Travel, pleasure, madness h]p://dive.beeldengeluid.nl h]p://vista-­‐tv.eu A boarding school where boys from the Dutch East Indies receive a voca=onal educa=on has been set up by the ministry of Social Affairs near Batavia. Trumpeter sounds the reveille; -­‐ the boys get out of bed; -­‐ the muster is held in front of the building; a`erwards the boys stand in line with a food bowl; they get rice pudding and eat this around long tables in the open air; -­‐ the boys get instruc=ons and prac=ce a.o. drawing shapes, forging, metalworking, filing and woodworking; News from Indonesia: youth care
  • 20. Video Analysis & Crowdsourcing CrowdTruth.org IBM Faculty Award 2013 & 2014: CrowdTruth 1st Prize: EuroITV2010 Compe33on Grand Challenge: Waisda? Video Tagging Game http://lora-aroyo.org ! http://slideshare.net/laroyo ! @laroyo
  • 21. OPENIMAGES.EU • 3000 videos • NL Ins=tute for Sound & Vision • mostly news broadcasts DELPHER.NL • 1.5 Million Scans of • Radio bulle=ns • (hand annotated) • 1937 – 1984
  • 22. dive.beeldengeluid.nl 3rd Price at the Seman=c Web Challenge 2014
  • 23. Digital Submarine UI Infinity of Explora3on Linked (Open) Data Events Linking Objects Crowd Bringing in the Human Perspec3ves
  • 24. DIVE Team: Victor de Boer, Oana Inel, Lora Aroyo, Johan Oomen, Elco Van Staveren, Werner Helmich & Dennis De Beurs CrowdTruth.org dive.beeldengeluid.nl http://lora-aroyo.org http://slideshare.net/laroyo @laroyo
  • 25. Credits & Acknowledgements CrowdTruth Team • Chris http://lora-aroyo.org ! http://slideshare.net/laroyo ! @laroyo Welty • Robert-­‐Jan Sips • Wing-­‐Yan Man • Lin-­‐En Wu • Anca Dumitrache • Oana Inel • Jelle v.d. Ploeg • Ta=ana Cristea • Khalid Khamkham • Harrië[e Smook • Benjamin Timmermans • Rens van Honschooten • Susanna van de Ven • Merel van Empel • Arne Rutjes • Agora Team • Chiel van den Akker • Marieke van Erp • Lourens v.d. Meij • Susan Legene • Geertje Jackobs • Guus Schreiber PrestoPrime Team • Riste Gligorov • Marteen Brinkerink • Lo[e Belice Baltussen • Johan Oomen • Michiel Hildebrand • Jacco van Ossenbruggen On the Web • http://waida.nl • http://prestoprime.org • http://agora.cs.vu.nl • http://sealincmedia.wordpress.com • http://notube.tv • http://vista-tv.eu • http://dive.beeldengeluid.nl • http://wm.cs.vu.nl On Twi]er @waisda @agora-­‐project @sealincmedia @prestocenter @notubeproject @vistatv #CrowdTruth