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ARIADNE	
  is	
  funded	
  by	
  the	
  European	
  Commission's	
  Seventh	
  Framework	
  Programme	
  
SemanAc	
  IntegraAon	
  experiments	
  
Improving	
  Interoperability	
  and	
  Reusability	
  	
  
Unlocking	
  the	
  PotenAal	
  of	
  Digital	
  Archaeological	
  Data	
  	
  
Florence,	
  15	
  December	
  2016	
  	
  
	
  
Maria	
  Theodoridou	
  
FORTH-­‐ICS,	
  Greece	
  
The	
  challenge	
  
	
  
Build	
   an	
   Integrated	
   Knowledge	
   Repository	
   	
   and	
   support	
   innovaAve	
   reasoning	
   on	
  
archaeological	
  datasets	
  (relaAng	
  and	
  combining	
  data)	
  preserving	
  the	
  original	
  meaning	
  
and	
  the	
  perspecAve	
  of	
  the	
  different	
  data	
  providers.	
  	
  
	
  
Two	
  main	
  pillars:	
  
Ø  a	
  global,	
  extensible	
  schema	
  in	
  the	
  form	
  of	
  a	
  formal	
  ontology	
  that	
  allows	
  for	
  
integraAon	
  without	
  loss	
  of	
  meaning.	
  
Ø  ARIADNE	
  Reference	
  Model	
  =	
  CIDOC	
  CRM	
  +	
  Extension	
  Suite	
  
Ø  Common	
  vocabularies/terminologies	
  
Ø  Use	
  of	
  well	
  established	
  standard	
  terminologies	
  
Ø  GeCy	
  AAT	
  
Ø  Nomisma.org	
  
ARIADNE	
  Reference	
  Model	
  
Few concepts,
high recall
Special concepts,
high precision
Case	
  Studies	
  
Ø  NumismaAcs	
  	
  
•  tradiAonal	
  science	
  with	
  experience	
  and	
  iniAaAves	
  in	
  standardizaAon	
  so	
  it	
  
was	
  chosen	
  as	
  a	
  very	
  good	
  starAng	
  point	
  for	
  item-­‐level	
  integraAon	
  	
  	
  
•  Nomisma.org	
  	
  serves	
  	
  as	
  	
  a	
  	
  authoritaAve	
  	
  resource	
  	
  	
  
Ø  Wood/Dendrochronology	
  
•  integraAon	
  of	
  informaAon	
  from	
  diverse	
  datasets	
  and	
  (via	
  NLP)	
  
archaeological	
  reports	
  in	
  different	
  languages	
  
•  GeCy	
  AAT	
  serves	
  as	
  an	
  authoritaAve	
  resource	
  
Ø  Sculptures	
  
•  data	
  integraAon	
  of	
  sources	
  from	
  various	
  disciplines	
  including	
  sculpture	
  
informaAon	
  and	
  its	
  archaeological	
  context.	
  	
  
•  focuses	
  on	
  the	
  provenance	
  of	
  informaAon	
  according	
  to	
  bibliographic	
  
references	
  which	
  leads	
  to	
  advanced	
  literature	
  research	
  
NumismaAcs	
  Case	
  Study	
  
Extracts	
  of	
  5	
  diverse	
  databases	
  &	
  datasets:	
  
Ø OEAW:	
  dFMRO	
  coin	
  archive	
  72	
  records	
  	
  
Ø COINS	
  Project:	
  SAR	
  Archive	
  627	
  records	
  	
  
Ø COINS	
  Project:	
  FWM	
  Archive	
  
Ø iDAI	
  Coins	
  Pergamon	
  517	
  records	
  	
  
Ø CultureItalia:	
  MuseiD-­‐Italia	
  25562	
  records	
  
Ø NLP	
  data	
  from	
  Heslington	
  East	
  ExcavaAon	
  Archive	
  37	
  records	
  
Ø ACDM	
  records	
  	
  
NumismaAcs	
  Case	
  Study	
  
Wood/Dendrochronology	
  Case	
  Study	
  
•  Extracts	
  of	
  5	
  archaeological	
  datasets,	
  output	
  from	
  NLP	
  
on	
  25	
  grey	
  literature	
  reports	
  
•  MulAlingual	
  -­‐	
  English,	
  Dutch	
  and	
  Swedish	
  data	
  
•  Data	
  integraAon	
  via	
  CIDOC	
  CRM	
  and	
  Geay	
  AAT	
  	
  
•  1.09	
  million	
  RDF	
  triples	
  
•  23,594	
  records	
  	
  
•  37,935	
  objects	
  
•  DemonstraAon	
  query	
  builder	
  	
  
for	
  easier	
  cross-­‐search	
  and	
  	
  
browse	
  of	
  integrated	
  datasets	
  
Wood/Dendrochronology	
  	
  
Case	
  Study	
  
SPARQL	
  queries	
  
DemonstraAon	
  applicaAon:	
  	
  
Query	
  Builder	
  
DCCD	
  
RDF	
  triple	
  store	
  
ADS,	
  	
  
DANS,	
  SND	
  
Geay	
  AAT	
  
(RDF)	
  
VAG	
  	
  
cruck	
  
NMS	
  
VAG	
  	
  
dendro	
  
UNID	
  
XML	
  
NLP	
  
Direct	
  import	
  
TransformaAon	
  
(STELETO)	
  
Cleansing	
  +	
  
NormalisaAon	
  
(OpenRefine)	
  
tabular	
  records	
  
TransformaAon	
  
(STELETO)	
  
Grey	
  literature	
  
Archaeological	
  datasets	
  
	
  tabular	
  records	
  
TransformaAon	
  
(XSLT)	
  
Sculptures	
  Case	
  Study	
  
•  Extracts	
  of	
  5	
  diverse	
  databases	
  &	
  datasets:	
  
–  Archaeological	
  object	
  database:	
  Arachne	
  
–  Field	
  research	
  databases:	
  Athenian	
  Agora,	
  iDAI.field	
  
–  Museum	
  data:	
  BriAsh	
  Museum	
  	
  
–  Research	
  data:	
  Oxford	
  Roman	
  Economy	
  Project	
  
•  Data	
  integraAon	
  via	
  CIDOC	
  CRM	
  and	
  controlled	
  
vocabularies:	
  Geay	
  AAT,	
  Wikidata,	
  	
  Zenon,	
  
iDAI.gazeaeer	
  
•  5,44	
  million	
  triples	
  
•  58343	
  records	
  	
  
Sculptures	
  Case	
  Study	
  
IntegraLon	
  &	
  Interoperability	
  	
  
ARIADNE	
  portal	
  
Integrated	
  Knowledge	
  Repository	
  
X3ML	
  Mapping	
  Framework	
  
mapping	
  provider	
  dataset	
  
records	
  to	
  CIDOC	
  CRM	
  
Content	
  
Providers	
  
	
  
ARIADNE	
  aggregaLon	
  
infrastructure	
  
Provider	
  dataset	
  
descripLons	
  
Catalog	
  
Integrated	
  Browse/Query	
  Interface	
  	
  
Provider	
  	
  
records	
  
ACDM	
  records	
  
ACDM	
  records	
  
mapping	
  ACDM	
  records	
  to	
  
CIDOC	
  CRM	
  
Browse	
  the	
  Catalog	
  
NLP	
  
NLP	
  
records	
  
Integrated	
  Knowledge	
  Repository	
  
Experimental	
  integrated	
  knowledge	
  repository	
  
Ø  NumismaAcs	
  Case	
  Sudy	
  1,2M	
  triples	
  
Ø  Wood/Dendrochronology	
  Case	
  Study	
  1,5M	
  triples	
  
Ø  Sculptures	
  Case	
  Study	
  5,5	
  M	
  triples	
  
Ø  AAT	
  thesaurus	
  4,4M	
  triples	
  
	
   	
   	
   	
   	
  Total	
  ~	
  13M	
  triples	
  
	
  
Contains	
  different	
  levels	
  of	
  informaAon:	
  
Ø  Item	
  specific	
  informaAon	
  
Ø  Document	
  research	
  data	
  
Ø  NLP	
  data	
  
Ø  Catalog	
  informaAon	
  
	
  
Technologies	
  used:	
  
hap://www.metaphacts.com/	
  
haps://www.blazegraph.com/	
  
Research	
  quesAons	
  
	
  
Ø  Query	
  mechanisms	
  support	
  innovaAve	
  reasoning	
  on	
  
archaeological	
  datasets	
  	
  
Ø  Query	
  power	
  lies	
  in	
  relaAng	
  and	
  combining	
  	
  
Ø data	
  from	
  different	
  providers,	
  preserving	
  the	
  original	
  meaning	
  
and	
  their	
  perspecAve	
  	
  
Ø data	
  from	
  grey	
  literature	
  reports	
  
Ø item	
  level	
  with	
  catalog	
  info	
  on	
  archaeological	
  datasets	
  	
  
Research	
  quesAons	
  
Ø  Find	
  all	
  bronze	
  coins	
  (item	
  level	
  
info,	
  retrieves	
  datasets	
  from	
  
mulAple	
  providers)	
  
Ø  Find	
  the	
  publishers	
  of	
  all	
  
collecAons	
  that	
  contain	
  coins	
  
(catalog	
  info)	
  
Ø  Find	
  all	
  datasets	
  and	
  grey	
  
literature	
  reports	
  that	
  contain	
  
bronze	
  antonianus	
  (item	
  level,	
  
NLP	
  data	
  and	
  catalog	
  info)	
  
	
  
	
  
SAR	
  records	
  
	
  
NLP	
  
record	
  
	
  
CulturaItalia	
  	
  
records	
  
	
  
DAI	
  
record	
  
	
  
OEAW	
  records	
  
Catalog	
  info	
  
ContribuAng	
  partners	
  
	
  
	
   Achille	
  Felicem,	
  PIN	
  
Carlo	
  Meghini,	
  CNR-­‐ISTI	
  
Philipp	
  Gerth,	
  DAI	
  
Ceri	
  Binding,	
  USW	
  
Douglas	
  Tudhope,	
  USW	
  
Andreas	
  Vlachidis,	
  USW	
  
Nadezhda	
  Kecheva,	
  NIAM-­‐BAS	
  
Sara	
  di	
  Giorgio.	
  ICCU	
  
Edeltraud	
  Aspoeck,	
  OEAW	
  
Anja	
  Masur,	
  OEAW	
  
ARIADNE	
  is	
  a	
  project	
  funded	
  by	
  the	
  European	
  Commission	
  under	
  the	
  
Community’s	
  Seventh	
  Framework	
  Programme,	
  contract	
  no.	
  FP7-­‐
INFRASTRUCTURES-­‐2012-­‐1-­‐313193.	
  	
  
The	
  views	
  and	
  opinions	
  expressed	
  in	
  this	
  presentaAon	
  are	
  the	
  sole	
  
responsibility	
  of	
  the	
  authors	
  and	
  do	
  not	
  necessarily	
  reflect	
  the	
  views	
  of	
  the	
  
European	
  Commission.	
  
Thank	
  you	
  

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Maria Theodoridou Semantic Integration Experiments

  • 1. ARIADNE  is  funded  by  the  European  Commission's  Seventh  Framework  Programme   SemanAc  IntegraAon  experiments   Improving  Interoperability  and  Reusability     Unlocking  the  PotenAal  of  Digital  Archaeological  Data     Florence,  15  December  2016       Maria  Theodoridou   FORTH-­‐ICS,  Greece  
  • 2. The  challenge     Build   an   Integrated   Knowledge   Repository     and   support   innovaAve   reasoning   on   archaeological  datasets  (relaAng  and  combining  data)  preserving  the  original  meaning   and  the  perspecAve  of  the  different  data  providers.       Two  main  pillars:   Ø  a  global,  extensible  schema  in  the  form  of  a  formal  ontology  that  allows  for   integraAon  without  loss  of  meaning.   Ø  ARIADNE  Reference  Model  =  CIDOC  CRM  +  Extension  Suite   Ø  Common  vocabularies/terminologies   Ø  Use  of  well  established  standard  terminologies   Ø  GeCy  AAT   Ø  Nomisma.org  
  • 3. ARIADNE  Reference  Model   Few concepts, high recall Special concepts, high precision
  • 4. Case  Studies   Ø  NumismaAcs     •  tradiAonal  science  with  experience  and  iniAaAves  in  standardizaAon  so  it   was  chosen  as  a  very  good  starAng  point  for  item-­‐level  integraAon       •  Nomisma.org    serves    as    a    authoritaAve    resource       Ø  Wood/Dendrochronology   •  integraAon  of  informaAon  from  diverse  datasets  and  (via  NLP)   archaeological  reports  in  different  languages   •  GeCy  AAT  serves  as  an  authoritaAve  resource   Ø  Sculptures   •  data  integraAon  of  sources  from  various  disciplines  including  sculpture   informaAon  and  its  archaeological  context.     •  focuses  on  the  provenance  of  informaAon  according  to  bibliographic   references  which  leads  to  advanced  literature  research  
  • 5. NumismaAcs  Case  Study   Extracts  of  5  diverse  databases  &  datasets:   Ø OEAW:  dFMRO  coin  archive  72  records     Ø COINS  Project:  SAR  Archive  627  records     Ø COINS  Project:  FWM  Archive   Ø iDAI  Coins  Pergamon  517  records     Ø CultureItalia:  MuseiD-­‐Italia  25562  records   Ø NLP  data  from  Heslington  East  ExcavaAon  Archive  37  records   Ø ACDM  records    
  • 7. Wood/Dendrochronology  Case  Study   •  Extracts  of  5  archaeological  datasets,  output  from  NLP   on  25  grey  literature  reports   •  MulAlingual  -­‐  English,  Dutch  and  Swedish  data   •  Data  integraAon  via  CIDOC  CRM  and  Geay  AAT     •  1.09  million  RDF  triples   •  23,594  records     •  37,935  objects   •  DemonstraAon  query  builder     for  easier  cross-­‐search  and     browse  of  integrated  datasets  
  • 8. Wood/Dendrochronology     Case  Study   SPARQL  queries   DemonstraAon  applicaAon:     Query  Builder   DCCD   RDF  triple  store   ADS,     DANS,  SND   Geay  AAT   (RDF)   VAG     cruck   NMS   VAG     dendro   UNID   XML   NLP   Direct  import   TransformaAon   (STELETO)   Cleansing  +   NormalisaAon   (OpenRefine)   tabular  records   TransformaAon   (STELETO)   Grey  literature   Archaeological  datasets    tabular  records   TransformaAon   (XSLT)  
  • 9. Sculptures  Case  Study   •  Extracts  of  5  diverse  databases  &  datasets:   –  Archaeological  object  database:  Arachne   –  Field  research  databases:  Athenian  Agora,  iDAI.field   –  Museum  data:  BriAsh  Museum     –  Research  data:  Oxford  Roman  Economy  Project   •  Data  integraAon  via  CIDOC  CRM  and  controlled   vocabularies:  Geay  AAT,  Wikidata,    Zenon,   iDAI.gazeaeer   •  5,44  million  triples   •  58343  records    
  • 11. IntegraLon  &  Interoperability     ARIADNE  portal   Integrated  Knowledge  Repository   X3ML  Mapping  Framework   mapping  provider  dataset   records  to  CIDOC  CRM   Content   Providers     ARIADNE  aggregaLon   infrastructure   Provider  dataset   descripLons   Catalog   Integrated  Browse/Query  Interface     Provider     records   ACDM  records   ACDM  records   mapping  ACDM  records  to   CIDOC  CRM   Browse  the  Catalog   NLP   NLP   records  
  • 12. Integrated  Knowledge  Repository   Experimental  integrated  knowledge  repository   Ø  NumismaAcs  Case  Sudy  1,2M  triples   Ø  Wood/Dendrochronology  Case  Study  1,5M  triples   Ø  Sculptures  Case  Study  5,5  M  triples   Ø  AAT  thesaurus  4,4M  triples            Total  ~  13M  triples     Contains  different  levels  of  informaAon:   Ø  Item  specific  informaAon   Ø  Document  research  data   Ø  NLP  data   Ø  Catalog  informaAon     Technologies  used:   hap://www.metaphacts.com/   haps://www.blazegraph.com/  
  • 13. Research  quesAons     Ø  Query  mechanisms  support  innovaAve  reasoning  on   archaeological  datasets     Ø  Query  power  lies  in  relaAng  and  combining     Ø data  from  different  providers,  preserving  the  original  meaning   and  their  perspecAve     Ø data  from  grey  literature  reports   Ø item  level  with  catalog  info  on  archaeological  datasets    
  • 14. Research  quesAons   Ø  Find  all  bronze  coins  (item  level   info,  retrieves  datasets  from   mulAple  providers)   Ø  Find  the  publishers  of  all   collecAons  that  contain  coins   (catalog  info)   Ø  Find  all  datasets  and  grey   literature  reports  that  contain   bronze  antonianus  (item  level,   NLP  data  and  catalog  info)       SAR  records     NLP   record     CulturaItalia     records     DAI   record     OEAW  records   Catalog  info  
  • 15. ContribuAng  partners       Achille  Felicem,  PIN   Carlo  Meghini,  CNR-­‐ISTI   Philipp  Gerth,  DAI   Ceri  Binding,  USW   Douglas  Tudhope,  USW   Andreas  Vlachidis,  USW   Nadezhda  Kecheva,  NIAM-­‐BAS   Sara  di  Giorgio.  ICCU   Edeltraud  Aspoeck,  OEAW   Anja  Masur,  OEAW  
  • 16. ARIADNE  is  a  project  funded  by  the  European  Commission  under  the   Community’s  Seventh  Framework  Programme,  contract  no.  FP7-­‐ INFRASTRUCTURES-­‐2012-­‐1-­‐313193.     The  views  and  opinions  expressed  in  this  presentaAon  are  the  sole   responsibility  of  the  authors  and  do  not  necessarily  reflect  the  views  of  the   European  Commission.   Thank  you