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Using Semantic Technologies to 
Create Virtual Families from 
Historical Vital Records! 
Christophe Debruyne1,2, Oya Beyan1, Stefan Decker1 and Sandra Collins2! 
! 
1Insight @ NUI Galway! 
2Digital Repository of Ireland! 
! 
2014-09-25 @ EUON 2014!
Irish Record Linkage, 1864-1913! 
Developing a platform applying 
semantic technologies to historical 
birth, death and marriage certi!cates." 
" 
Answering questions such as: “How 
accurate are historic maternal 
mortality rates (MMR) and infant 
mortality rates (IMR) for Dublin?”" 
" 
Team consists of researchers 
(historians), digital archivists, and 
knowledge engineers." 
" 
Knowledge and 
Linked Data 
Engineers! 
Digital Historians! 
Archivists!
General Records O"ce ! 
• Vital registration data! 
– Birth-certi!cates" 
– Death-certi!cates" 
– Marriage records" 
• Digitised TIFF images of 
hardcopy indexes and registers.! 
• 2 TB of data! 
• Database describing the 
digitised records allowing 
searches on some "elds.! 
©General Records O#ce of Ireland 2014!
Challenges! 
• With respect to requirements! 
– Identifying certi!ed causes of death that can be attributed to 
maternal death." 
– Death certi!cates with no corresponding birth certi!cate" 
– Terminology used pre-1900. " 
– Capturing the socio-economical status of the families via, for 
instance, the professions, ranks of fathers." 
– … " 
• With respect to the platform! 
– Data protection" 
– Records vs. Knowledge" 
– Provenance vs. Interpretation"
GRO$Triplestore$ 
Triplestore$2$ Data$Analysis$ 
Transforma)on*from*one*model*to*another* 
• SPIN$–$SPARQL$Inference$ 
• SWRL$/$RuleML$ 
• SPARQL$Construct$ 
• …$ 
SEPARATION $OF $CONCERNS$ 
Obviously,$due$to$ 
the$sensiJve$ 
nature$of$the$ 
data,$data$ 
protecJon$is$key.$
Development of 2 ontologies! 
• 2 ontologies were developed – separation of concerns! 
• First ontology for describing the contents of records! 
– OWL 2 shallow, “#at ontology”" 
– Created by “lifting” the structure of the vital records" 
– (Marriage) Record, (Birth|Death) Certificate, Return! 
• Second ontology for data analysis! 
– OWL 2 + Rules to capture background and domain knowledge" 
– Created by means of Competency Questions (Grüninger and Fox)" 
– Person, Birth, Marriage, Death, withChild, motherOf, …! 
Grüninger, M., Fox, M.S.: The role of competency questions in enterprise engineering. In: Benchmarking 
Theory and Practice, pp. 22-31. Springer (1995)"
Tool for the Digital Archivist! 
• Records are encoded using spreadsheets – a tool the digital archivist 
is familiar with! 
• RDB-to-RDF mapping "les were de"ned to generate RDF from the in-memory 
databases created for each spreadsheet.!
Next steps! 
• Encoding a signi"cant amount of vital records in the excel "les! 
– To create the !rst triplestore; and" 
– To obtain a dataset for validating the transformations; and" 
– By consequence, validating the second ontology." 
• To investigate proper interaction with the data for the historians.! 
• Linking the data with additional context; i.e., Linked Logainm! 
– http://data.logainm.ie/ " 
– Nuno Lopes, Rebecca Grant, Brian Ó Raghallaigh, Eoghan Ó Carragáin, Sandra Collins, 
Stefan Decker: Linked Logainm: Enhancing Library Metadata Using Linked Data of Irish 
Place Names. TPDL Workshops 2013: 65-76"
More information! 
• @IRL_Project! 
• Project website http://irishrecordlinkage.wordpress.com/ ! 
! 
• In partnership with!

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Using Semantic Technologies to Create Virtual Families from Historical Vital Records

  • 1. Using Semantic Technologies to Create Virtual Families from Historical Vital Records! Christophe Debruyne1,2, Oya Beyan1, Stefan Decker1 and Sandra Collins2! ! 1Insight @ NUI Galway! 2Digital Repository of Ireland! ! 2014-09-25 @ EUON 2014!
  • 2. Irish Record Linkage, 1864-1913! Developing a platform applying semantic technologies to historical birth, death and marriage certi!cates." " Answering questions such as: “How accurate are historic maternal mortality rates (MMR) and infant mortality rates (IMR) for Dublin?”" " Team consists of researchers (historians), digital archivists, and knowledge engineers." " Knowledge and Linked Data Engineers! Digital Historians! Archivists!
  • 3. General Records O"ce ! • Vital registration data! – Birth-certi!cates" – Death-certi!cates" – Marriage records" • Digitised TIFF images of hardcopy indexes and registers.! • 2 TB of data! • Database describing the digitised records allowing searches on some "elds.! ©General Records O#ce of Ireland 2014!
  • 4. Challenges! • With respect to requirements! – Identifying certi!ed causes of death that can be attributed to maternal death." – Death certi!cates with no corresponding birth certi!cate" – Terminology used pre-1900. " – Capturing the socio-economical status of the families via, for instance, the professions, ranks of fathers." – … " • With respect to the platform! – Data protection" – Records vs. Knowledge" – Provenance vs. Interpretation"
  • 5. GRO$Triplestore$ Triplestore$2$ Data$Analysis$ Transforma)on*from*one*model*to*another* • SPIN$–$SPARQL$Inference$ • SWRL$/$RuleML$ • SPARQL$Construct$ • …$ SEPARATION $OF $CONCERNS$ Obviously,$due$to$ the$sensiJve$ nature$of$the$ data,$data$ protecJon$is$key.$
  • 6. Development of 2 ontologies! • 2 ontologies were developed – separation of concerns! • First ontology for describing the contents of records! – OWL 2 shallow, “#at ontology”" – Created by “lifting” the structure of the vital records" – (Marriage) Record, (Birth|Death) Certificate, Return! • Second ontology for data analysis! – OWL 2 + Rules to capture background and domain knowledge" – Created by means of Competency Questions (Grüninger and Fox)" – Person, Birth, Marriage, Death, withChild, motherOf, …! Grüninger, M., Fox, M.S.: The role of competency questions in enterprise engineering. In: Benchmarking Theory and Practice, pp. 22-31. Springer (1995)"
  • 7. Tool for the Digital Archivist! • Records are encoded using spreadsheets – a tool the digital archivist is familiar with! • RDB-to-RDF mapping "les were de"ned to generate RDF from the in-memory databases created for each spreadsheet.!
  • 8. Next steps! • Encoding a signi"cant amount of vital records in the excel "les! – To create the !rst triplestore; and" – To obtain a dataset for validating the transformations; and" – By consequence, validating the second ontology." • To investigate proper interaction with the data for the historians.! • Linking the data with additional context; i.e., Linked Logainm! – http://data.logainm.ie/ " – Nuno Lopes, Rebecca Grant, Brian Ó Raghallaigh, Eoghan Ó Carragáin, Sandra Collins, Stefan Decker: Linked Logainm: Enhancing Library Metadata Using Linked Data of Irish Place Names. TPDL Workshops 2013: 65-76"
  • 9. More information! • @IRL_Project! • Project website http://irishrecordlinkage.wordpress.com/ ! ! • In partnership with!