digital humanities and linked data

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Inger Leemans Lora Aroyo Cristina-Iulia Bucur Department of History Department of Computer Sciences Department of Computer Sciences & Bioinformatics Chris Dijkshoorn Sebastien Valkenberg Leon Wessels Department of Computer Sciences University Library Department of History Digital Humanities and Linked Data Researching Early Modern Creative Industries

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Inger Leemans Lora Aroyo Cristina-Iulia BucurDepartment of History Department of Computer Sciences Department of Computer Sciences & Bioinformatics

Chris Dijkshoorn Sebastien Valkenberg Leon WesselsDepartment of Computer Sciences University Library Department of History

Digital Humanities and Linked DataResearching Early Modern Creative Industries

Outline

● Digital Humanities○ Context and examples of research

○ The importance of the Rijksmuseum

○ Creating an ideal research environment

● Digital Humanities and Linked Data○ Querying datasets

○ Linking datasets

○ Different perspectives on data

Digital HumanitiesIn Context

● Humanities○ Archaeology, History, Arts, Philosophy, Music,

Literature, Languages, Religion and Media

● Digital Humanities○ Focus on digital/digitized sources

○ New methods of research

○ Discovering new patterns, concepts and motives

Examples of ResearchCreative Industries in the Dutch Republic

CREATE: Creative Amsterdam an E-Humanities Perspective (UvA)

Mapping Nodes and Notes (Huygens / KNAW)

Examples of ResearchCreative Industries in the Dutch Republic

Digital HumanitiesRijksmuseum Amsterdam

● Important resource for researchers○ Large size: over 1,000,000 objects

○ Unique masterpieces

○ Representation of Dutch Art (AD 1200-today)

● The role of the Rijksmuseum in Digital

Humanities

Digital HumanitiesResearch interest

Creative industries

Illustrated books

Picture bibles

Research QuestionsHow often was the sacrifice of Isaac depicted in prints that have been published in the Dutch Republic in the 17th and 18th century?

Research QuestionsHow often was the sacrifice of Isaac depicted in prints that have been published in the Dutch Republic in the 17th and 18th century?

How often was the sacrifice of Isaac depicted in Early Modern Dutch picture bibles?

Research QuestionsHow often was the sacrifice of Isaac depicted in prints that have been published in the Dutch Republic in the 17th and 18th century?

How often was the sacrifice of Isaac depicted in Early Modern Dutch picture bibles?

How did Abraham’s emotional expression develop in the course of time?

What is important for DH researchers?Expert Workshop at the VU

What is important for DH researchers?The ideal research environment

Provenance The source of data is known

What is important for DH researchers?The ideal research environment

Provenance The source of data is known

Presentation Results can be quantified and presented as tables/graphs

What is important for DH researchers?The ideal research environment

Provenance The source of data is known

Presentation Results can be quantified and presented as tables/graphs

Background information

It is made clear to what extent the collection has been digitized

What is important for DH researchers?The ideal research environment

Provenance The source of data is known

Presentation Results can be quantified and presented as tables/graphs

Background information

It is made clear to what extent the collection has been digitized

Reproducibility Researchers are able to refer to the state of a dataset in a given point in time

What is important for DH researchers?The ideal research environment

Provenance The source of data is known

Presentation Results can be quantified and presented as tables/graphs

Background information

It is made clear to what extent the collection has been digitized

Reproducibility Researchers are able to refer to the state of a dataset in a given point in time

Integrated collections Multiple collections can be queried

What is important for DH researchers?The ideal research environment

Provenance The source of data is known

Presentation Results can be quantified and presented as tables/graphs

Background information

It is made clear to what extent the collection has been digitized

Reproducibility Researchers are able to refer to the state of a dataset in a given point in time

Integrated collections Multiple collections can be queried

Standardized metadata Metadata have been attuned to each other

What is important for DH researchers?The ideal research environment

Provenance The source of data is known

Presentation Results can be quantified and presented as tables/graphs

Background information

It is made clear to what extent the collection has been digitized

Reproducibility Researchers are able to refer to the state of a dataset in a given point in time

Integrated collections Multiple collections can be queried

Standardized metadata Metadata have been attuned to each other

Enrichment Researchers can add sets of (meta)data for their own research projects

Digital HumanitiesThe benefits of Linked Data

● It provides a framework to publish data

Digital HumanitiesThe benefits of Linked Data

● It provides a framework to publish data● Researchers can query a dataset using query

language

Digital HumanitiesThe benefits of Linked Data

● It provides a framework to publish data● Researchers can query a dataset using query

language● Multiple sets of (meta)data can be queried in a

single interface

Digital HumanitiesThe benefits of Linked Data

● It provides a framework to publish data● Researchers can query a dataset using query

language● Multiple sets of (meta)data can be queried in a

single interface● Combined datasets allow researchers to answer

more complex research questions

Digital HumanitiesThe benefits of Linked Data

● It provides a framework to publish data● Researchers can query a dataset using query

language● Multiple sets of (meta)data can be queried in a

single interface● Combined datasets allow researchers to answer

more complex research questions● Researchers can add their own (meta)data

Linked DataTriple Statements

Subject Predicate Object

Landschap met figuren uit het

Oude Testament

the sacrifice of Isaac

dc:subject

Linked DataUniform Resource Identifiers

● Every element has a web address

● The data at the web address describes the element

● Others can refer to the same address

http://purl.org/collections/nl/rm

a/RP-P-1886-A-10025

http://iconclass.org/71C131

http://purl.org/dc/elements/1.1/subject

Linked DataThe Linked Data Cloud

Linked DataDatasets released as Linked Data

● Collections○ Smithsonian

○ British Museum

○ Amsterdam Museum

● Vocabularies○ Getty GTN/ULAN/AAT

○ Iconclass

○ KB STCN

Linked DataQuerying datasets

● Graph based query language -> SPARQL

● Example query for answering

How often was the sacrifice of Isaac depicted in prints that have been published in the Dutch Republic in the 17th and 18th century?

Linked DataKoninklijke Bibliotheek STCN

● Short-Title Catalogue, Netherlands○ The Dutch retrospective bibliography for the period

1540-1800○ Can provide context for the Rijksmuseum prints

● Linked Data version released in 2015○ SPARQL workshop for researchers

Linked DataLinking the Rijksmuseum and STCN

Landschap met figuren uit het

Oude Testament

the sacrifice of Isaac

dc:subject

“Tweede staat van deze prent gebruikt als titelpagina voor: Hoet, Gerard. Figures de la Bible. Amsterdam: Bernard Picart, 1720.”

skos:note

Linked DataLinking the Rijksmuseum and STCN

Landschap met figuren uit het

Oude Testament

the sacrifice of Isaac

dc:subject

“Tweede staat van deze prent gebruikt als titelpagina voor: Hoet, Gerard. Figures de la Bible. Amsterdam: Bernard Picart, 1720.”

skos:note

Figures de la Bible

dcterms:hasPart

PerspectivesData completeness

● The Rijksmuseum will not cover all aspects researchers are interested in

● Linked Data allows everyone (even researchers) to make statements about subjects

● Collection data can be extended with new perspectives

Emotion researchAdding new perspectives

● How to answer the last research question?

How did Abraham’s emotional expression develop in the course of time?

● Gather data about the depicted emotions

ConclusionDigital Humanities & Linked Data

● Linked Data supports more quantitative

research

● Linking collections provides context

● There are requirements for making a collection

useful to researchers

● Collection data can be extended with new

perspectives

Thank you!

Questions?

DiscussionDigital Humanities & the Rijksmuseum

● With what purpose in mind is the Rijksmuseum collection data created?

DiscussionDigital Humanities & the Rijksmuseum

● With what purpose in mind is the Rijksmuseum collection data created?

● Is quantitative research on the Rijksmuseum collection possible?

DiscussionDigital Humanities & the Rijksmuseum

● With what purpose in mind is the Rijksmuseum collection data created?

● Is quantitative research on the Rijksmuseum collection possible?

● How would you describe the current role of the Rijksmuseum within the field of Digital Humanities?

DiscussionDigital Humanities & the Rijksmuseum

● With what purpose in mind is the Rijksmuseum collection data created?

● Is quantitative research on the Rijksmuseum collection possible?

● How would you describe the current role of the Rijksmuseum within the field of Digital Humanities?

● Should/could the Rijksmuseum play a more active role?

Backup printscreens

http://rijksmuseum.sealinc.eculture.labs.vu.nl/yasgui/index.html?query=PREFIX+rma%3A+%3Chttp%3A%2F%2Fpurl.org%2Fcollections%2Fnl%2Frma%2F%3E%0APREFIX+dc%3A+%3Chttp%3A%2F%2Fpurl.org%2Fdc%

2Felements%2F1.1%2F%3E%0APREFIX+ic%3A+%3Chttp%3A%2F%2Ficonclass.org%2F%3E%0A%0ASELECT+%3Fprint+WHERE+%7B%0A++%3Fprint+dc%3Asubject+ic%3A71C131+.%0A%7D

http://rijksmuseum.sealinc.eculture.labs.vu.nl/yasgui/index.html?query=PREFIX+rma%3A+%3Chttp%3A%2F%2Fpurl.org%2Fcollections%2Fnl%2Frma%2F%3E%0APREFIX+dc%3A+%3Chttp%3A%2F%2Fpurl.org%2Fdc%

2Felements%2F1.1%2F%3E%0APREFIX+ic%3A+%3Chttp%3A%2F%2Ficonclass.org%2F%3E%0APREFIX+dcterms%3A+%3Chttp%3A%2F%2Fpurl.org%2Fdc%2Fterms%2F%3E%0A%0ASELECT+%

3Fbible+WHERE+%7B%0A++%3Fbible+dcterms%3AhasPart+%3Fprint+.%0A++%3Fprint+dc%3Asubject+ic%3A71C131+.%0A%7D