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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	
  
SEM:ACTOR	
  
SKOS:CONCEP
T	
  
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
SEGMENTATION & KEYFRAMES
LINKING EVENTS AND
CONCEPTS TO KEYFRAMES
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.	
  
CrowdTruth.org	
  
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	
  
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	
  
h]p://vista-­‐tv.eu	
  h]p://dive.beeldengeluid.nl	
  
Video	
  Analysis	
  &	
  Crowdsourcing	
  
http://lora-aroyo.org ! http://slideshare.net/laroyo ! @laroyo
IBM	
  Faculty	
  Award	
  	
  
2013	
  &	
  2014:	
  CrowdTruth	
  
CrowdTruth.org
1st	
  Prize:	
  EuroITV2010	
  Compe33on	
  Grand	
  Challenge:	
  Waisda?	
  Video	
  Tagging	
  Game	
  	
  
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	
  
Events	
  Linking	
  Objects	
  
Crowd	
  Bringing	
  in	
  
the	
  Human	
  Perspec3ves	
  
Linked	
  (Open)	
  Data	
  
DIVE	
  Team:	
  Victor	
  de	
  Boer,	
  Oana	
  Inel,	
  Lora	
  Aroyo,	
  Johan	
  
Oomen,	
  Elco	
  Van	
  Staveren,	
  Werner	
  Helmich	
  &	
  Dennis	
  De	
  Beurs	
  
dive.beeldengeluid.nl
CrowdTruth.org
http://lora-aroyo.org
http://slideshare.net/laroyo
@laroyo
Credits	
  &	
  Acknowledgements	
  
http://lora-aroyo.org ! http://slideshare.net/laroyo ! @laroyo
CrowdTruth	
  Team	
  
•  Chris	
  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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2D3 Parellelsessie Week Digitaal Erfgoed: Lora Aroyo / VU

  • 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   SEM:ACTOR   SKOS:CONCEP T   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
  • 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 SEGMENTATION & KEYFRAMES LINKING EVENTS AND CONCEPTS TO KEYFRAMES
  • 18. 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.   CrowdTruth.org   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   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   h]p://vista-­‐tv.eu  h]p://dive.beeldengeluid.nl  
  • 20. Video  Analysis  &  Crowdsourcing   http://lora-aroyo.org ! http://slideshare.net/laroyo ! @laroyo IBM  Faculty  Award     2013  &  2014:  CrowdTruth   CrowdTruth.org 1st  Prize:  EuroITV2010  Compe33on  Grand  Challenge:  Waisda?  Video  Tagging  Game    
  • 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   Events  Linking  Objects   Crowd  Bringing  in   the  Human  Perspec3ves   Linked  (Open)  Data  
  • 24. DIVE  Team:  Victor  de  Boer,  Oana  Inel,  Lora  Aroyo,  Johan   Oomen,  Elco  Van  Staveren,  Werner  Helmich  &  Dennis  De  Beurs   dive.beeldengeluid.nl CrowdTruth.org http://lora-aroyo.org http://slideshare.net/laroyo @laroyo
  • 25. Credits  &  Acknowledgements   http://lora-aroyo.org ! http://slideshare.net/laroyo ! @laroyo CrowdTruth  Team   •  Chris  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