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DIVE+ INTO THE EVENT-ENRICHED
LINKED OPEN CULTURAL HERITAGE
@johanoomen
#lodlam2017
Venice, June 28 2017
how can we describe
heritage data better?
machine computation can do a lot
recognise objects & concepts
unlock rich semantics from their metadata
link similar heritage objects
all this will make
cultural heritage search
better
but we need more …
SEARCH vs. EXPLORATION
/ helps only when you know what to search for
/ assumes you understand a topic
/ accuracy driven
/ click-through driven
/ helps when you don’t know what to search for
/ helps you understand & deepen in a topic
/ serendipity driven
/ focused on engagement
Access to Integrated Online Multimedia collections
using Linked Open Data to integrate metadata of
various heritage collections
Interactive Exploration & Discovery in Context
linking objects to events and entities
building automatic storylines (narratives)
DIVE+
• Digital Hermeneutics: 3 user studies with historians
• Narratives: 3 user studies with historians
• Infinite User Interface: 6 user studies
– second prize Semantic Web Challenge (2014)
• testing of the LOD usefulness enriched with events
• provision of cultural heritage data to lay people,
professionals and scholars
Towards DIVE+: user studies
OPENIMAGES.EU
3,220 news broadcasts
Netherlands Institute for Sound & Vision
GTAA thesaurus
DELPHER.NL
197,199 Scans of Radio
bulletins
1937 – 1984
AMSTERDAM MUSEUM
73,447 cultural heritage objects
AM Thesaurus
TROPENMUSEUM
78,270 cultural heritage objects
SVNC thesaurus
Collections and Vocabularies
Enrichment (Case: news broadcasts)
ENTITY EXTRACTION
EVENTS CROWDSOURCING AND LINKING
TO CONCEPTS THROUGH
CROWDTRUTH.ORG
SEGMENTATION & KEYFRAMES
LINKING EVENTS AND
CONCEPTS TO
KEYFRAMES
Crowdsourcing for Events in Texts & Videos
CrowdTruth.org
DIVE:MediaObject
Nieuws uit Indonesië:
opheffing van het KNIL
dive:depictedBy
sem:hasTimestamp
sem:Event
ANP:1950-08-11:50
dive:isRelatedTo
dive:relatedPlace
sem:hasPlace
dive:isRelatedTo
dive:relatedActor
sem:hasActor
dive:isRelatedTo
dive:relatedPlace
sem:hasPlace
sem:Time
25 Juli 1950
dive:depictedBy
sem:hasTimestamp
DIVE:MediaObject
Mannen bij het huis van Paul Spies
aan de Parapattan 42, Djakarta
dive:depictedBy
dive:depictedBy
dive:depictedBy
DIVE:MediaObject
ANP:1950-08-11:50
DIVE:MediaObject
Schaal
sem:Time
11 Augustus 1950
sem:Event
ontbindingsceremonie
sem:Place
Djakarta
sem:Place
Indonesië
sem:Actor
Mohammad Hatta
Integration of Heterogeneous Collections
4 Collections, 3 Thesauri
274,831 Media Objects
199,264 Events
439,158 Event-Actor relations
219,669 Event-Place relations
…
15 Million+ RDF Triples
In DIVE+ triple Store
DIVE+ UI: INFINITY OF EXPLORATION
/ Support exploration and serendipity /
/ Visual inspection of media objects and entities /
/ Lets user build, save and share storylines/
filters
results ordering
filter on media objects
order media
objects by date
filter on events
explore
event
related
entities
explore
event
event
related
entities
place entity
exploration
narrative
bookmarking
/ makes heterogeneous cultural heritage
material available as linked open data
/ showcases various data enrichment
strategies to construct explorable knowledge
graphs
/ features innovative UI for deep exploration by
DH experts
DIVE+
/ is based on extensive user studies with various users
/ has impact through the national research infrastructure
CLARIAH and relations to DH initiatives and media
professionals
/ http://diveproject.beeldengeluid.nl
/ http://diveplus.beeldengeluid.nl
/ joomen@beeldengeluid.nl
DIVE+
DIVE+: Explorative Search for Digital Humanities

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DIVE+: Explorative Search for Digital Humanities

  • 1. DIVE+ INTO THE EVENT-ENRICHED LINKED OPEN CULTURAL HERITAGE @johanoomen #lodlam2017 Venice, June 28 2017
  • 2. how can we describe heritage data better?
  • 5. unlock rich semantics from their metadata
  • 7. all this will make cultural heritage search better
  • 8. but we need more …
  • 9. SEARCH vs. EXPLORATION / helps only when you know what to search for / assumes you understand a topic / accuracy driven / click-through driven / helps when you don’t know what to search for / helps you understand & deepen in a topic / serendipity driven / focused on engagement
  • 10. Access to Integrated Online Multimedia collections using Linked Open Data to integrate metadata of various heritage collections Interactive Exploration & Discovery in Context linking objects to events and entities building automatic storylines (narratives) DIVE+
  • 11. • Digital Hermeneutics: 3 user studies with historians • Narratives: 3 user studies with historians • Infinite User Interface: 6 user studies – second prize Semantic Web Challenge (2014) • testing of the LOD usefulness enriched with events • provision of cultural heritage data to lay people, professionals and scholars Towards DIVE+: user studies
  • 12. OPENIMAGES.EU 3,220 news broadcasts Netherlands Institute for Sound & Vision GTAA thesaurus DELPHER.NL 197,199 Scans of Radio bulletins 1937 – 1984 AMSTERDAM MUSEUM 73,447 cultural heritage objects AM Thesaurus TROPENMUSEUM 78,270 cultural heritage objects SVNC thesaurus Collections and Vocabularies
  • 13. Enrichment (Case: news broadcasts) ENTITY EXTRACTION EVENTS CROWDSOURCING AND LINKING TO CONCEPTS THROUGH CROWDTRUTH.ORG SEGMENTATION & KEYFRAMES LINKING EVENTS AND CONCEPTS TO KEYFRAMES
  • 14. Crowdsourcing for Events in Texts & Videos CrowdTruth.org
  • 15. DIVE:MediaObject Nieuws uit Indonesië: opheffing van het KNIL dive:depictedBy sem:hasTimestamp sem:Event ANP:1950-08-11:50 dive:isRelatedTo dive:relatedPlace sem:hasPlace dive:isRelatedTo dive:relatedActor sem:hasActor dive:isRelatedTo dive:relatedPlace sem:hasPlace sem:Time 25 Juli 1950 dive:depictedBy sem:hasTimestamp DIVE:MediaObject Mannen bij het huis van Paul Spies aan de Parapattan 42, Djakarta dive:depictedBy dive:depictedBy dive:depictedBy DIVE:MediaObject ANP:1950-08-11:50 DIVE:MediaObject Schaal sem:Time 11 Augustus 1950 sem:Event ontbindingsceremonie sem:Place Djakarta sem:Place Indonesië sem:Actor Mohammad Hatta Integration of Heterogeneous Collections
  • 16. 4 Collections, 3 Thesauri 274,831 Media Objects 199,264 Events 439,158 Event-Actor relations 219,669 Event-Place relations … 15 Million+ RDF Triples In DIVE+ triple Store
  • 17. DIVE+ UI: INFINITY OF EXPLORATION / Support exploration and serendipity / / Visual inspection of media objects and entities / / Lets user build, save and share storylines/
  • 18.
  • 20. filter on media objects order media objects by date
  • 27. / makes heterogeneous cultural heritage material available as linked open data / showcases various data enrichment strategies to construct explorable knowledge graphs / features innovative UI for deep exploration by DH experts DIVE+ / is based on extensive user studies with various users / has impact through the national research infrastructure CLARIAH and relations to DH initiatives and media professionals