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ARIADNE	
  is	
  funded	
  by	
  the	
  European	
  Commission's	
  Seventh	
  Framework	
  Programme	
  
ARIADNE	
  SemanAc	
  IntegraAon	
  of	
  
Archaeological	
  InformaAon	
  
	
  
Achille	
  FeliceD	
  
VAST-­‐LAB	
  -­‐	
  PIN,	
  Università	
  degli	
  Studi	
  di	
  Firenze,	
  Italy	
  
ID Item Room Showcase
35 Amphora 3 2
24 Coin 8 15
18 ... ... ...
ID Artifact SU
1020 Coin 12
1021 ... ...
1022 Amphora 13
Museum	
  DB:	
  	
  	
  
Items	
  Table	
  
	
  
Excava4on	
  DB:	
  	
  
Ar4facts	
  Table	
  
 Different	
  archives	
  
 Different	
  data	
  structures	
  
 Is	
  integra4on	
  possible?	
  
IntegraAng	
  archaeological	
  data	
  
ID Item Room Showcase
35 Amphora 3 2
24 Coin 8 15
18 ... ... ...
ID Artifact SU
1020 Coin 12
1021 ... ...
1022 Amphora 13
Museum	
  DB:	
  	
  	
  
Items	
  Table	
  
	
  
Excava4on	
  DB:	
  	
  
Ar4facts	
  Table	
  
Object	
   Place	
  
IntegraAng	
  archaeological	
  data	
  
ID Item Room Showcase
35 Amphora 3 2
24 Coin 8 15
18 ... ... ...
ID Artifact SU
1020 Coin 12
1021 ... ...
1022 Amphora 13
Museum	
  DB:	
  	
  	
  
Items	
  Table	
  
	
  
Excava4on	
  DB:	
  	
  
Ar4facts	
  Table	
  
Object	
  
Place	
  
Object	
  
Place	
  
Found	
  In	
   Stored	
  In	
  
Implicit	
  knowledge:	
  semanAc	
  relaAons	
  
Temporal	
  enAAes	
  
ID Artifact SU Data Period
1020 Coin 12 1981 V B.C.
1021 ... ...
1022 Amphora 13 1974 III B.C.
Time	
  Object	
  
Created	
  
Found	
  
The	
  CIDOC	
  CRM	
  model	
  
•  The	
  CIDOC	
  Conceptual	
  Reference	
  Model	
  	
  
–  A	
  collaboraAon	
  with	
  the	
  InternaAonal	
  Council	
  of	
  Museums	
  
–  An	
  ontology	
  of	
  92classes	
  and	
  142	
  properAes	
  for	
  culture	
  and	
  more	
  
–  With	
  the	
  capacity	
  to	
  explain	
  hundreds	
  of	
  (meta)data	
  formats	
  
–  Accepted	
  by	
  ISO	
  TC46	
  in	
  September	
  2000	
  
–  InternaAonal	
  standard	
  since	
  2006	
  -­‐	
  ISO	
  21127:2006	
  
–  To	
  be	
  revised	
  2014	
  (minor	
  extensions) 	
   	
  	
  
•  Serving	
  as:	
  
–  Intellectual	
  guide	
  to	
  create	
  schemata,	
  formats,	
  profiles	
  
–  A	
  language	
  for	
  analysis	
  of	
  exisAng	
  sources	
  for	
  integraAon/	
  
mediaAon	
  
–  IdenAfy	
  elements	
  with	
  common	
  meaning	
  
–  TransportaAon	
  format	
  for	
  data	
  integraAon	
  /	
  migraAon	
  /	
  Internet	
  
What	
  is	
  a	
  formal	
  ontology	
  made	
  of?	
  
•  System	
  of	
  classes	
  and	
  relaAons	
  that	
  should	
  describe	
  some	
  domain	
  of	
  
discourse	
  
–  	
  It	
  entails	
  no	
  specific	
  encoding	
  
•  	
  Any	
  ontological	
  specifica4on	
  should	
  contain	
  at	
  least:	
  
•  Scope:	
  a	
  definiAon	
  of	
  the	
  intended	
  field	
  of	
  discourse/reality	
  that	
  the	
  formal	
  
ontology	
  should	
  cover	
  
–  e.g.	
  Car	
  Manufacturing,	
  Cultural	
  Heritage,	
  Fashion	
  	
  
•  Classes:	
  universals	
  meant	
  to	
  represent	
  some	
  set	
  of	
  en44es	
  in	
  the	
  world	
  of	
  
discourse,	
  that	
  have	
  a	
  disAnct,	
  idenAfiable	
  behaviour	
  and	
  iden4ty	
  
•  Proper4es:	
  	
  the	
  rela4ons	
  that	
  exist	
  between	
  classes	
  in	
  the	
  ontology.	
  The	
  
relaAons	
  formally	
  define	
  the	
  possible	
  proposiAons	
  that	
  can	
  be	
  made	
  of	
  
instances	
  of	
  classes	
  
7	
  
Reading	
  a	
  formal	
  ontology	
  
•  Formal	
  Ontologies	
  are	
  arranged	
  
hierarchically.	
  
•  The	
  highest	
  classes	
  are	
  the	
  most	
  
abstract	
  and	
  define,	
  with	
  their	
  
properAes,	
  the	
  highest	
  levels	
  of	
  
discourse	
  within	
  a	
  domain.	
  
•  Scan	
  for	
  classes	
  and	
  relaAons	
  that	
  
seem	
  relevant	
  to	
  what	
  you	
  want	
  to	
  
describe.	
  Are	
  they	
  adequate?	
  
•  If	
  you	
  adopt	
  a	
  formal	
  ontology,	
  then	
  
the	
  world	
  you	
  want	
  to	
  describe	
  
should	
  largely	
  be	
  expressible	
  under	
  
its	
  high	
  level	
  terms	
  and	
  have	
  specific	
  
enough	
  terms	
  to	
  support	
  minimally	
  
ambiguous	
  discourse.	
  
8	
  
Anatomy	
  of	
  a	
  Class	
  
•  The	
  Label:	
  arbitrary	
  but	
  idenAfying	
  
•  Subclass/Superclass:	
  Place	
  in	
  IsA	
  
•  The	
  Scope	
  Note:	
  gives	
  the	
  
meaning,	
  the	
  intension.	
  First	
  thing	
  
to	
  check!	
  
•  The	
  Examples:	
  helps	
  to	
  verify…	
  	
  
do	
  others	
  think/do	
  it	
  like	
  you	
  do	
  
•  The	
  Proper4es/Rela4ons:	
  more	
  
verificaAon	
  of	
  appropriateness.	
  	
  
•  How	
  does	
  it	
  relate	
  to	
  other	
  
concepts?	
  Is	
  this	
  how	
  my	
  concept	
  
behaves?	
  
9	
  
Anatomy	
  of	
  a	
  Property	
  
•  The	
  Label:	
  arbitrary	
  but	
  idenAfying	
  
•  The	
  Domain:	
  The	
  set	
  of	
  classes	
  from	
  which	
  
the	
  property	
  can	
  originate	
  
•  The	
  Range:	
  the	
  set	
  of	
  classes	
  to	
  which	
  the	
  
property	
  can	
  join	
  the	
  domain	
  class	
  
•  Superproperty/subproperty:	
  Place	
  in	
  IsA	
  
Hierarchy	
  
•  The	
  Scope	
  Note:	
  gives	
  the	
  meaning,	
  the	
  
intension.	
  First	
  thing	
  to	
  check!	
  
•  The	
  Examples:	
  helps	
  to	
  verify…	
  	
  
do	
  others	
  think/do	
  it	
  like	
  you	
  do	
  
10	
  
•  IdenAficaAon	
  of	
  real	
  world	
  items	
  by	
  real	
  world	
  names	
  
•  ObservaAon	
  and	
  ClassificaAon	
  of	
  real	
  world	
  items	
  
•  Part-­‐decomposiAon	
  and	
  structural	
  properAes	
  of	
  Conceptual	
  and	
  
Physical	
  Objects,	
  Periods,	
  Actors,	
  Places	
  and	
  Times	
  
•  ParAcipaAon	
  of	
  persistent	
  items	
  in	
  temporal	
  enAAes.	
  	
  
–  Creates	
  a	
  no4on	
  of	
  history:	
  “world-­‐lines”	
  mee4ng	
  in	
  space-­‐4me.	
  
•  LocaAon	
  of	
  periods	
  in	
  space-­‐Ame	
  and	
  physical	
  objects	
  in	
  space.	
  	
  
•  Influence	
  of	
  objects	
  on	
  acAviAes	
  and	
  products	
  and	
  vice-­‐versa.	
  
•  Reference	
  of	
  informaAon	
  objects	
  to	
  any	
  real-­‐world	
  item.	
  
	
  
Official	
  DocumentaAon	
  
hhp://cidoc-­‐crm.org/official_release_cidoc.html	
  	
  
The	
  CIDOC	
  CRM	
  model	
  
CIDOC	
  CRM:	
  top	
  level	
  classes	
  
participate in
E39 Actors	
  
E55 Types	
  
E28 Conceptual Objects
E18 Physical Thing
E2 Temporal Entities
E41Appellations	
  
affect or / refer to
refer to / refine
referto/identify
location
atwithin
E53 Places
E52 Time-Spans
Knowledge	
  etracAon	
  
E2	
  Temporal	
  EnAAes	
  
E2 Temporal Entity
E5 Event E63 Beginning of Existence
E7 Activity
E69 Death
E6 Destruction
E87 Curation Activity
E83 Type Creation
E13 Attribute Assignment
E86 Leaving
E80 Part Removal
E 79 Part Addition
Generalization
E64 End of Existence
E10 Transfer of Custody
E15 Identifier Assignment
E4 Period
E3 Condition State
E68 Dissolution
E81 Transformation
E67 Birth
E66 Formation
E65 Creation
E11 Modification
E9 Move
E8 Acquisition
E85 Joining
E12 Production
E17 Type Assignment
E14 Condition Assessment
E16 Measurement
CIDOC	
  CRM	
  approach	
  
P54 has current permanent location
(is current permanent location of)
E18 Physical Thing
E7 Activity
E9 Move
E53 Place E19 Physical Object
P53 has former or current location
(is former or current location of)
P55 has current location
(currently holds)
P26 moved to
(was destination of)
1,n
0,n 0,n
0,n
0,n
1,n
0,1
0,n
1,n
1,nP27 moved from
(was origin of)
P25 moved
(moved by)
E55 Type
P21 had general purpose
(was purpose of)
0,n 0,n
P20 had specific purpose
(was purpose of) 0,n
0,n
0,n 0,1
E5 Period
P7 took place at
(witnessed)
1,n
0,n
CIDOC	
  CRM	
  and	
  	
  archaeology	
  
Mapping	
  to	
  CIDOC	
  CRM	
  
– Data	
  DescripAon	
  
– Common	
  Language	
  
	
  	
  	
  	
  	
  
Archaeological Object
E22 Man-made Object
Excavation/Survey
E7 Activity
P24B changed ownership through
DSCU, DSCS: Finding Place
E53 Place
P7 took place at
DSCF, DSCA, RCGA,:
Excavation responsibles
E39 Actor
DSCT, RCGE:
Motivation
E17 Activity
P14 carried out by
P17 was motivated by
SCAN: Excavation Name
E41 Appellation
P57 is identified by
DSCD RCGD:
Excavation Date
E52 Time Span
P4 has time-span
DSCM, RCGM: Method
E55 Type
P32 used general technique
[Open Vocabulary]
"Stratigraphic"
"Open Area"
...
[Open Vocabulary]
"Rescue Archaeology"
"Photo Interpretation"
...
TCL:
Type = "Finding"
NCUN, DSCI: Identifiers
E42 Identifier
P1 is identified by
[DSC Authority File]
OBJECT FINDING
E8 Acquisition
P117 occurs during
Mapping	
  Memory	
  Manager	
  Tool	
  (3M)	
  
3M	
  Tool	
  (FORTH)	
  
hhp://www.ics.forth.gr/isl/3M/	
  
CRM	
  mapping	
  and	
  encoding	
  of	
  legacy	
  archives	
  
ACDM	
  to	
  CIDOC	
  CRM:	
  Data	
  conversion	
  
•  All	
  ACDM	
  informaAon	
  
in	
  ARIADNE	
  Catalog	
  
•  Exported	
  from	
  
ARIADNE	
  Registry	
  	
  
•  ACDM/XML	
  format	
  
•  Uploaded	
  in	
  3M	
  as	
  
source	
  data	
  
ACDM	
  to	
  CIDOC	
  CRM:	
  Data	
  conversion	
  
•  Schema-­‐to-­‐Schema	
  
mapping	
  applied	
  
•  3M	
  TransformaAon	
  
Engine	
  
•  CIDOC	
  CRM	
  encoding	
  
•  CIDOC	
  CRM/RDF	
  
Format	
  
•  Ready	
  for	
  PARTHENOS	
  
ARIADNE	
  is	
  funded	
  by	
  the	
  European	
  Commission's	
  Seventh	
  Framework	
  Programme	
  
----------------------------------------------------------------------------------
Metatada	
  
Repository	
  
CIDOC	
  CRM	
  
Content	
  
Providers	
  
	
  
Integra4on	
  &	
  
Interoperability	
  
XML	
   OAI-­‐PMH	
   RDF	
  
IntegraAon	
  Layer	
  
– Common	
  semanAc	
  representaAon	
  (mapping)	
  
– Data	
  transparency	
  
– Data	
  peculiarity	
  preserved	
  by	
  the	
  system	
  
	
  	
  	
  	
  	
  
ARIADNE	
  Reference	
  Model	
  
Few concepts,
high recall
Special concepts,
high precision
•  CRMinf	
  v0.7:	
  who	
  said	
  that?	
  –	
  from	
  data	
  to	
  knowledge 	
  	
  
–  integraAng	
  data	
  with	
  their	
  scholarly	
  jusAficaAon	
  
–  being	
  validated	
  with	
  scholarly	
  annotaAons	
  
•  CRMsci	
  v1.2.2:	
  a	
  ScienAfic	
  ObservaAon	
  model	
  
–  generalizes	
  over	
  INSPIRE,	
  OBOE,	
  SEEK,	
  Darwin	
  Core	
  
–  generalizes	
  concepts	
  of	
  units	
  of	
  maher	
  and	
  their	
  “(physical)	
  genesis”	
  
–  introduces	
  concept	
  of	
  observaAon	
  and	
  data	
  evaluaAon	
  
–  validated	
  in	
  archeology,	
  biodiversity	
  and	
  geology	
  
•  CRMba	
  v1.3:	
  buildings	
  archaeology	
  
–  introduces	
  concepts	
  of	
  buildings	
  
–  Will	
  be	
  integrated	
  with	
  CRMarchaeo	
  
•  CRMarchaeo	
  v1.2.1:	
  an	
  ExcavaAon	
  model	
  
–  introduces	
  concepts	
  of	
  straAgraphy	
  and	
  excavaAon	
  
–  being	
  validated	
  by	
  archaeological	
  records	
  
•  CRMgeo	
  v1.2:	
  a	
  SpaAotemporal	
  model	
  
–  integrates	
  CRM	
  with	
  OGC	
  standards	
  
–  a	
  complete	
  model	
  of	
  phenomena	
  occupying	
  spaceAme	
  (consistent	
  with	
  modern	
  physics)	
  
–  integrates	
  geometry-­‐	
  and	
  semanAcs-­‐derived	
  topological	
  relaAons	
  
–  core	
  concepts	
  being	
  integrated	
  into	
  CRM	
  
•  CRMdig	
  v3.2:	
  a	
  model	
  of	
  DigiAzaAon	
  processes	
  
–  validated	
  in	
  European	
  &	
  US	
  projects,	
  to	
  be	
  adapted	
  to	
  CRMsci	
  
ARIADNE	
  Reference	
  Model	
  v1.0	
  
24	
  
Item	
  Level	
  IntegraAon	
  
•  Goal:	
  AggregaAon	
  and	
  integraAon	
  of	
  a	
  set	
  of	
  diverse	
  
datasets	
  to	
  prove	
  that	
  it	
  is	
  possible	
  to	
  create	
  a	
  rich	
  
common	
  repository	
  at	
  a	
  data	
  item	
  level	
  
•  Use	
  Case:	
  IntegraAon	
  of	
  heterogeneous	
  datasets	
  
containing	
  informaAon	
  about	
  coins	
  
•  Involved	
  partners:	
  CNR,	
  FORTH,	
  PIN,	
  DAI	
  
	
  
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	
  
•  GeVy	
  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	
  	
  
Research	
  quesAons	
  
•  Origin	
  -­‐	
  Where	
  does	
  this	
  coin	
  come	
  from?	
  
•  Tracking	
  -­‐	
  How	
  did	
  it	
  arrive	
  here?	
  
•  Chronology	
  -­‐	
  First/last	
  appearance	
  
•  Prac4cal/symbolic	
  value,	
  incidents	
  -­‐	
  Why	
  is	
  it	
  deposited	
  
here?	
  
•  Poli4cal	
  message	
  -­‐	
  Why	
  was	
  it	
  produced	
  (i.e.	
  "minted")?	
  
•  Economic	
  stability,	
  power	
  -­‐	
  Why	
  was	
  it	
  widely	
  used	
  /	
  
not	
  used?	
  
•  Sta4s4cs	
  -­‐	
  Material	
  versus	
  nominal	
  value	
  
Research	
  quesAons	
  
There	
  exist	
  several	
  queries	
  that	
  are	
  trivial	
  to	
  be	
  answered	
  by	
  
each	
  dataset	
  separately,	
  however	
  they	
  become	
  important	
  if	
  
they	
  can	
  be	
  answered	
  by	
  the	
  aggregated	
  repository:	
  
•  Find	
  coins	
  minted	
  in	
  the	
  same	
  place/area	
  or	
  by	
  the	
  same	
  
authority	
  
•  Find	
  coins	
  produced	
  in	
  the	
  same	
  period	
  or	
  Ame	
  span	
  
(typically	
  the	
  same	
  century	
  or	
  half/quarter	
  century)	
  
•  Find	
  coins	
  having	
  common	
  shape/iconography/inscripAons	
  
•  Find	
  coins	
  made	
  by	
  a	
  specific	
  material	
  
Item	
  Level	
  IntegraAon	
  for	
  NumismaAc	
  
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	
  Gehy	
  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	
  
Gehy	
  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:	
  Gehy	
  AAT,	
  Wikidata,	
  	
  Zenon,	
  
iDAI.gazeheer	
  
•  5,44	
  million	
  triples	
  
•  58343	
  records	
  	
  
Sculptures	
  Case	
  Study	
  
Integra4on	
  &	
  Interoperability	
  	
  
ARIADNE	
  portal	
  
Integrated	
  Knowledge	
  Repository	
  
X3ML	
  Mapping	
  Framework	
  
mapping	
  provider	
  dataset	
  
records	
  to	
  CIDOC	
  CRM	
  
Content	
  
Providers	
  
	
  
ARIADNE	
  aggrega4on	
  
infrastructure	
  
Provider	
  dataset	
  
descrip4ons	
  
Catalog	
  
Integrated	
  Browse/Query	
  Interface	
  	
  
Provider	
  	
  
records	
  
ACDM	
  records	
  
ACDM	
  records	
  
mapping	
  ACDM	
  records	
  to	
  
CIDOC	
  CRM	
  
Browse	
  the	
  Catalog	
  
NLP	
  
NLP	
  
records	
  
 
Mapping	
  	
  provider	
  records	
  to	
  CRM	
  
	
  Ini4al	
  OEAW	
  record	
  (parAal)	
  
<COIN>	
  
<ID>626</ID>	
  
<COUNTRY_ID>1</COUNTRY_ID>	
  
<FIND_SPOT_ID>242</FIND_SPOT_ID>	
  
<FIND_MANNER_ID>2</FIND_MANNER_ID>	
  
<FIND_DATE>-­‐</FIND_DATE>	
  
<WEIGHT>0.43</WEIGHT>	
  
<ISSUER_ID>243</ISSUER_ID>	
  
<DENOMINATION>239</DENOMINATION>	
  
….	
  
</COIN>	
  
<DENOMINATION>	
  
<DEN_ID>239</DEN_ID>	
  
<DEN_NAME>Kls</DEN_NAME>	
  
<DEN_METAL>2</DEN_METAL>	
  
</DENOMINATION>	
  
<METAL>	
  
<MET_ID>2</MET_ID>	
  
<MET_NAME>AR</MET_NAME>	
  
</METAL>	
  
<crm:E22_Man-­‐Made_Object	
  
rdf:about="hhp://www.oeaw.ac.at/COIN/626">	
  
<crm:P52_has_current_owner	
  rdf:resource="hhp://www.oeaw.ac.at/"/>	
  
<crm:P67i_is_referred_to_by	
  rdf:resourse="hVp://registry.ariadne-­‐
infrastructure.eu/ACDMdescrip4on/doi%3A10.5878%2F002271"/>	
  
<crm:P43_has_dimension>	
  
	
  	
  	
  	
  	
  	
  <crm:E54_Dimension	
  rdf:about="urn:uuid:cc4ad6d4-­‐656b-­‐4….">	
  
	
  	
  	
  	
  	
  	
  	
  	
  <crm:P90_has_value>0.43</crm:P90_has_value>	
  
	
  	
  	
  	
  	
  	
  	
  	
  <crm:P91_has_unit	
  rdf:resource=“…/measurement	
  units/gr“/>	
  
</crm:P91_has_unit>	
  
	
  	
  	
  	
  	
  	
  	
  	
  <crm:P2_has_type	
  rdf:resource=“…/dimensions/weight"/>	
  
<rdfs:label>weight	
  of	
  coin	
  	
  626</rdfs:label>	
  
	
  	
  	
  	
  	
  	
  </crm:E54_Dimension>	
  
	
  	
  	
  	
  </crm:P43_has_dimension>	
  
<crm:P45_consists_of>	
  
	
  	
  	
  	
  	
  	
  <skos:Concept	
  rdf:about="hhp://www.oeaw.ac.at/material/2">	
  
	
  	
  	
  	
  	
  	
  	
  	
   	
  <skos:prefLabel>AR</skos:prefLabel>	
  
	
  	
  	
  	
  	
  	
  	
  	
   	
  <rdf:type	
  rdf:resource=“…/cidoc-­‐crm/E57_Material"/>	
  
	
  	
  	
  	
  	
  	
  </skos:Concept>	
  
	
  </crm:P45_consists_of>	
  
	
  
</crm:E22_Man-­‐Made_Object	
  >	
  
Transformed	
  OEAW	
  record	
  (parAal)	
  
 
Mapping	
  	
  provider	
  records	
  to	
  CRM	
  
	
  
	
  
	
  
	
  
Ini4al	
  DAI	
  record	
  (parAal)	
  
<ROW	
  MODID="9"	
  RECORDID="310">	
  
…	
  
<PS_MuenzeID>103361</PS_MuenzeID>	
  
	
  
<Erhaltung_Durchmesser>18,50</Erhaltung_Durchmesser>	
  
	
  
<Erhaltung_Gewicht>5,7</Erhaltung_Gewicht>	
  
	
  
<Erhaltung_Prozent>100</Erhaltung_Prozent>	
  
	
  
<Erhaltung_Staerke>4,85</Erhaltung_Staerke>	
  
	
  
<Funddatum>18.9.2010</Funddatum>	
  
	
  
<GrobdaAerung>hellenisAsch</GrobdaAerung>	
  
	
  
<Metall>Bronze</Metall>	
  
	
  
… 	
  	
  
</ROW>	
  
<crm:E22_Man-­‐Made_Object	
  	
  	
  
rdf:about="hhps://www.dainst.org/COIN/103361">	
  
	
  	
  	
  	
  <crm:P50_has_current_keeper	
  
rdf:resource="hhps://www.dainst.org/"/>	
  
	
  	
  	
  	
  <crm:P108i_was_produced_by>	
  
	
  	
  	
  	
  	
  	
  <crm:E12_ProducAon	
  rdf:about="urn:uuid:eb011a7f-­‐
b5f1-­‐4aab-­‐9bd8-­‐4a07f4f008ea“	
  
<crm:P43_has_dimension>	
  
	
  	
  	
  	
  	
  	
  <crm:E54_Dimension	
  rdf:about="urn:uuid:…-­‐c6f3d6989c9d">	
  
	
  	
  	
  	
  	
  	
  	
  	
  <crm:P90_has_value>5,7</crm:P90_has_value>	
  
	
  	
  	
  	
  	
  	
  	
  	
  <crm:P91_has_unit	
  rdf:resource=“…/measurement	
  units/gr"/>	
  
	
  	
  	
  	
  	
  	
  	
  	
  <crm:P2_has_type	
  rdf:resource=“…/dimensions/weight"/>	
  
	
  	
  	
  	
  	
  	
  	
  	
  <rdfs:label>weight	
  of	
  coin	
  	
  103361</rdfs:label>	
  
	
  	
  	
  	
  	
  	
  </crm:E54_Dimension>	
  
	
  
<crm:P45_consists_of	
  	
  
rdf:resource="hhps://www.dainst.org/material/Bronze"/>	
  
</crm:E22_Man-­‐Made_Object>	
  
Transformed	
  DAI	
  record	
  (parAal)	
  
Integrated	
  Knowledge	
  Repository	
  
Experimental	
  integrated	
  knowledge	
  repository	
  in	
  Blazegraph	
  
Ø  NumismaAcs	
  Case	
  Sudy	
  1,2M	
  triples	
  
Ø  Wood/dendro	
  Case	
  Study	
  1,5M	
  triples	
  
Ø  Sculptures	
  Case	
  Study	
  5,5	
  M	
  triples	
  
Ø  AAT	
  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	
  
	
  
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 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	
  
Integrated	
  Repository	
  
	
  
Experimental	
  integrated	
  repository	
  in	
  Blazegraph	
  
Ø dFMRO	
  72	
  records	
  (all	
  Roman	
  coins)	
  
Ø SAR	
  627	
  records	
  (all	
  Roman	
  coins)	
  
Ø Pergamon	
  517	
  records	
  (12	
  Roman	
  coins	
  –	
  1	
  empty	
  record)	
  
Ø MuseiD-­‐Italia	
  2	
  records	
  
Ø NLP	
  data	
  from	
  Heslington	
  East	
  ExcavaAon	
  Archive	
  37	
  
records	
  
Ø ACDM	
  2	
  records	
  (OEAW,	
  Heslington)	
  
	
  
	
  
Terminology	
  
Ø  Provider	
  specific	
  terminology	
  
Ø  ARIADNE	
  specific	
  terminology	
  	
  
Ø  GeVy	
  AAT	
  
Ø  Nomisma.org	
  
•  Nomisma.org	
  is	
  the	
  standard,	
  nearly	
  everyone	
  is	
  referring	
  to	
  in	
  
the	
  numismaAcs	
  
•  Normalized	
  vocabulary	
  with	
  references,	
  f.e.	
  to	
  Gehy	
  AAT	
  
•  Ontology,	
  which	
  is	
  used	
  for	
  data	
  integraAon	
  of	
  coin	
  databases	
  
	
  
Research	
  quesAons	
  
Different	
  levels	
  of	
  informaAon:	
  
•  Item	
  specific	
  info	
  	
  
•  Catalog	
  info	
  
Query	
  power	
  lies	
  in	
  combining	
  item	
  level	
  with	
  catalog	
  info:	
  	
  
•  Find	
  all	
  bronze	
  antoninianus	
  coins	
  (item	
  level	
  
info,	
  retrieves	
  datasets	
  from	
  mulAple	
  providers)	
  
•  Find	
  the	
  publishers	
  of	
  all	
  collecAons	
  that	
  contain	
  
coins	
  (catalog	
  info)	
  
•  Find	
  the	
  publishers	
  of	
  all	
  collecAons	
  that	
  contain	
  
bronze	
  antoninianus	
  (item	
  level	
  and	
  catalog	
  info)	
  
Queries	
  
Query	
  to	
  find	
  the	
  contributor	
  of	
  a	
  coin	
  (produced	
  with	
  NLP)	
  through	
  the	
  
catalog	
  
	
  
SELECT	
  ?thing	
  ?contributor	
  WHERE	
  
{{	
  
{?thing	
  <hhp://www.cidoc-­‐crm.org/cidoc-­‐crm/P67i_is_referred_to_by>	
  ?s1.	
  
	
  ?s1	
  <hhp://www.cidoc-­‐crm.org/cidoc-­‐crm/P148i_is_component_of>	
  ?d1.	
  
	
  ?d1	
  <hhp://www.cidoc-­‐crm.org/cidoc-­‐crm/P148i_is_component_of>	
  ?d2.	
  
	
  ?catalog	
  <hhp://www.cidoc-­‐crm.org/cidoc-­‐crm/P129_is_about>	
  ?d2.	
  
?catalog	
  <hhp://www.cidoc-­‐crm.org/cidoc-­‐crm/P94i_was_created_by>	
  ?
creaAon.	
  
	
  ?creaAon	
  <hhp://www.cidoc-­‐crm.org/cidoc-­‐crm/P11_had_parAcipant>	
  ?
contributor.	
  	
  
}}}	
  
Queries	
  
Query	
  to	
  find	
  the	
  owner	
  of	
  a	
  coin	
  through	
  the	
  catalog	
  
	
  
SELECT	
  ?thing	
  ?owner	
  WHERE	
  
{	
  
?thing	
  <hhp://www.cidoc-­‐crm.org/cidoc-­‐crm/
P67i_is_referred_to_by>	
  ?param.	
  
?param	
  <hhp://www.cidoc-­‐crm.org/cidoc-­‐crm/
P52_has_current_owner>	
  ?owner.	
  
}	
  
	
  
hhp://www.oeaw.ac.at/COIN/626	
  
ARIADNE	
  is	
  funded	
  by	
  the	
  European	
  Commission's	
  Seventh	
  Framework	
  Programme	
  
----------------------------------------------------------------------------------
----------------------------------------------------------------------------------
----------------------------------------------------------------------------------
SemanAc	
  
Repository	
  
Registry	
  
ACDM	
  CIDOC	
  CRM	
  
Content	
  
Providers	
  
	
  
Integra4on	
  &	
  
Interoperability	
  
Integra4on	
  
Services	
  
ConfiguraAon	
  &	
  Management	
  ARIADNE	
  
Portal	
  
Browse/Query	
  Interfaces	
  
Vocabularies	
  
CRM/RDF	
   OAI-­‐PMH	
   XML	
  
Metadata	
  
Enhancement	
  
Data	
  
+	
  
Metadata	
  
Data	
  
+	
  
Metadata	
  
Data	
  
+	
  
Metadata	
  
Data	
  
+	
  
Metadata	
  
Resource	
  
Discovery	
  
Preview	
   PreservaAon	
  
Data	
  Access	
  	
  
(SPARQL,	
  REST)	
  
Archive	
  
Discovery	
  
Digital	
  
Asset	
  
Management	
  
Dataset	
  
Discovery	
  
Vocabularies	
  
Management	
  
WEB	
  
LOD	
  
Repository	
  and	
  Services	
  
Architecture	
  
Final	
  consideraAons	
  
•  Very	
  advanced	
  stage	
  of	
  development	
  	
  
–  End	
  of	
  the	
  project	
  
•  ARIADNE	
  main	
  goal	
  
–  “IntegraAon	
  of	
  exisAng	
  archaeological	
  research	
  data	
  
infrastructure	
  through	
  new	
  and	
  powerful	
  
technologies”	
  (ARIADNE	
  DoW)	
  
•  “From	
  differences	
  results	
  the	
  most	
  beauAful	
  
harmony”(Heraclitus	
  of	
  Ephesus)	
  
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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Achille Felicetti - ARIADNE Semantic Integration of Archaeological Information

  • 1. ARIADNE  is  funded  by  the  European  Commission's  Seventh  Framework  Programme   ARIADNE  SemanAc  IntegraAon  of   Archaeological  InformaAon     Achille  FeliceD   VAST-­‐LAB  -­‐  PIN,  Università  degli  Studi  di  Firenze,  Italy  
  • 2. ID Item Room Showcase 35 Amphora 3 2 24 Coin 8 15 18 ... ... ... ID Artifact SU 1020 Coin 12 1021 ... ... 1022 Amphora 13 Museum  DB:       Items  Table     Excava4on  DB:     Ar4facts  Table    Different  archives    Different  data  structures    Is  integra4on  possible?   IntegraAng  archaeological  data  
  • 3. ID Item Room Showcase 35 Amphora 3 2 24 Coin 8 15 18 ... ... ... ID Artifact SU 1020 Coin 12 1021 ... ... 1022 Amphora 13 Museum  DB:       Items  Table     Excava4on  DB:     Ar4facts  Table   Object   Place   IntegraAng  archaeological  data  
  • 4. ID Item Room Showcase 35 Amphora 3 2 24 Coin 8 15 18 ... ... ... ID Artifact SU 1020 Coin 12 1021 ... ... 1022 Amphora 13 Museum  DB:       Items  Table     Excava4on  DB:     Ar4facts  Table   Object   Place   Object   Place   Found  In   Stored  In   Implicit  knowledge:  semanAc  relaAons  
  • 5. Temporal  enAAes   ID Artifact SU Data Period 1020 Coin 12 1981 V B.C. 1021 ... ... 1022 Amphora 13 1974 III B.C. Time  Object   Created   Found  
  • 6. The  CIDOC  CRM  model   •  The  CIDOC  Conceptual  Reference  Model     –  A  collaboraAon  with  the  InternaAonal  Council  of  Museums   –  An  ontology  of  92classes  and  142  properAes  for  culture  and  more   –  With  the  capacity  to  explain  hundreds  of  (meta)data  formats   –  Accepted  by  ISO  TC46  in  September  2000   –  InternaAonal  standard  since  2006  -­‐  ISO  21127:2006   –  To  be  revised  2014  (minor  extensions)       •  Serving  as:   –  Intellectual  guide  to  create  schemata,  formats,  profiles   –  A  language  for  analysis  of  exisAng  sources  for  integraAon/   mediaAon   –  IdenAfy  elements  with  common  meaning   –  TransportaAon  format  for  data  integraAon  /  migraAon  /  Internet  
  • 7. What  is  a  formal  ontology  made  of?   •  System  of  classes  and  relaAons  that  should  describe  some  domain  of   discourse   –   It  entails  no  specific  encoding   •   Any  ontological  specifica4on  should  contain  at  least:   •  Scope:  a  definiAon  of  the  intended  field  of  discourse/reality  that  the  formal   ontology  should  cover   –  e.g.  Car  Manufacturing,  Cultural  Heritage,  Fashion     •  Classes:  universals  meant  to  represent  some  set  of  en44es  in  the  world  of   discourse,  that  have  a  disAnct,  idenAfiable  behaviour  and  iden4ty   •  Proper4es:    the  rela4ons  that  exist  between  classes  in  the  ontology.  The   relaAons  formally  define  the  possible  proposiAons  that  can  be  made  of   instances  of  classes   7  
  • 8. Reading  a  formal  ontology   •  Formal  Ontologies  are  arranged   hierarchically.   •  The  highest  classes  are  the  most   abstract  and  define,  with  their   properAes,  the  highest  levels  of   discourse  within  a  domain.   •  Scan  for  classes  and  relaAons  that   seem  relevant  to  what  you  want  to   describe.  Are  they  adequate?   •  If  you  adopt  a  formal  ontology,  then   the  world  you  want  to  describe   should  largely  be  expressible  under   its  high  level  terms  and  have  specific   enough  terms  to  support  minimally   ambiguous  discourse.   8  
  • 9. Anatomy  of  a  Class   •  The  Label:  arbitrary  but  idenAfying   •  Subclass/Superclass:  Place  in  IsA   •  The  Scope  Note:  gives  the   meaning,  the  intension.  First  thing   to  check!   •  The  Examples:  helps  to  verify…     do  others  think/do  it  like  you  do   •  The  Proper4es/Rela4ons:  more   verificaAon  of  appropriateness.     •  How  does  it  relate  to  other   concepts?  Is  this  how  my  concept   behaves?   9  
  • 10. Anatomy  of  a  Property   •  The  Label:  arbitrary  but  idenAfying   •  The  Domain:  The  set  of  classes  from  which   the  property  can  originate   •  The  Range:  the  set  of  classes  to  which  the   property  can  join  the  domain  class   •  Superproperty/subproperty:  Place  in  IsA   Hierarchy   •  The  Scope  Note:  gives  the  meaning,  the   intension.  First  thing  to  check!   •  The  Examples:  helps  to  verify…     do  others  think/do  it  like  you  do   10  
  • 11. •  IdenAficaAon  of  real  world  items  by  real  world  names   •  ObservaAon  and  ClassificaAon  of  real  world  items   •  Part-­‐decomposiAon  and  structural  properAes  of  Conceptual  and   Physical  Objects,  Periods,  Actors,  Places  and  Times   •  ParAcipaAon  of  persistent  items  in  temporal  enAAes.     –  Creates  a  no4on  of  history:  “world-­‐lines”  mee4ng  in  space-­‐4me.   •  LocaAon  of  periods  in  space-­‐Ame  and  physical  objects  in  space.     •  Influence  of  objects  on  acAviAes  and  products  and  vice-­‐versa.   •  Reference  of  informaAon  objects  to  any  real-­‐world  item.     Official  DocumentaAon   hhp://cidoc-­‐crm.org/official_release_cidoc.html     The  CIDOC  CRM  model  
  • 12. CIDOC  CRM:  top  level  classes   participate in E39 Actors   E55 Types   E28 Conceptual Objects E18 Physical Thing E2 Temporal Entities E41Appellations   affect or / refer to refer to / refine referto/identify location atwithin E53 Places E52 Time-Spans
  • 14. E2  Temporal  EnAAes   E2 Temporal Entity E5 Event E63 Beginning of Existence E7 Activity E69 Death E6 Destruction E87 Curation Activity E83 Type Creation E13 Attribute Assignment E86 Leaving E80 Part Removal E 79 Part Addition Generalization E64 End of Existence E10 Transfer of Custody E15 Identifier Assignment E4 Period E3 Condition State E68 Dissolution E81 Transformation E67 Birth E66 Formation E65 Creation E11 Modification E9 Move E8 Acquisition E85 Joining E12 Production E17 Type Assignment E14 Condition Assessment E16 Measurement
  • 15. CIDOC  CRM  approach   P54 has current permanent location (is current permanent location of) E18 Physical Thing E7 Activity E9 Move E53 Place E19 Physical Object P53 has former or current location (is former or current location of) P55 has current location (currently holds) P26 moved to (was destination of) 1,n 0,n 0,n 0,n 0,n 1,n 0,1 0,n 1,n 1,nP27 moved from (was origin of) P25 moved (moved by) E55 Type P21 had general purpose (was purpose of) 0,n 0,n P20 had specific purpose (was purpose of) 0,n 0,n 0,n 0,1 E5 Period P7 took place at (witnessed) 1,n 0,n
  • 16. CIDOC  CRM  and    archaeology  
  • 17. Mapping  to  CIDOC  CRM   – Data  DescripAon   – Common  Language             Archaeological Object E22 Man-made Object Excavation/Survey E7 Activity P24B changed ownership through DSCU, DSCS: Finding Place E53 Place P7 took place at DSCF, DSCA, RCGA,: Excavation responsibles E39 Actor DSCT, RCGE: Motivation E17 Activity P14 carried out by P17 was motivated by SCAN: Excavation Name E41 Appellation P57 is identified by DSCD RCGD: Excavation Date E52 Time Span P4 has time-span DSCM, RCGM: Method E55 Type P32 used general technique [Open Vocabulary] "Stratigraphic" "Open Area" ... [Open Vocabulary] "Rescue Archaeology" "Photo Interpretation" ... TCL: Type = "Finding" NCUN, DSCI: Identifiers E42 Identifier P1 is identified by [DSC Authority File] OBJECT FINDING E8 Acquisition P117 occurs during
  • 18. Mapping  Memory  Manager  Tool  (3M)   3M  Tool  (FORTH)   hhp://www.ics.forth.gr/isl/3M/  
  • 19. CRM  mapping  and  encoding  of  legacy  archives  
  • 20. ACDM  to  CIDOC  CRM:  Data  conversion   •  All  ACDM  informaAon   in  ARIADNE  Catalog   •  Exported  from   ARIADNE  Registry     •  ACDM/XML  format   •  Uploaded  in  3M  as   source  data  
  • 21. ACDM  to  CIDOC  CRM:  Data  conversion   •  Schema-­‐to-­‐Schema   mapping  applied   •  3M  TransformaAon   Engine   •  CIDOC  CRM  encoding   •  CIDOC  CRM/RDF   Format   •  Ready  for  PARTHENOS  
  • 22. ARIADNE  is  funded  by  the  European  Commission's  Seventh  Framework  Programme   ---------------------------------------------------------------------------------- Metatada   Repository   CIDOC  CRM   Content   Providers     Integra4on  &   Interoperability   XML   OAI-­‐PMH   RDF   IntegraAon  Layer   – Common  semanAc  representaAon  (mapping)   – Data  transparency   – Data  peculiarity  preserved  by  the  system            
  • 23. ARIADNE  Reference  Model   Few concepts, high recall Special concepts, high precision
  • 24. •  CRMinf  v0.7:  who  said  that?  –  from  data  to  knowledge     –  integraAng  data  with  their  scholarly  jusAficaAon   –  being  validated  with  scholarly  annotaAons   •  CRMsci  v1.2.2:  a  ScienAfic  ObservaAon  model   –  generalizes  over  INSPIRE,  OBOE,  SEEK,  Darwin  Core   –  generalizes  concepts  of  units  of  maher  and  their  “(physical)  genesis”   –  introduces  concept  of  observaAon  and  data  evaluaAon   –  validated  in  archeology,  biodiversity  and  geology   •  CRMba  v1.3:  buildings  archaeology   –  introduces  concepts  of  buildings   –  Will  be  integrated  with  CRMarchaeo   •  CRMarchaeo  v1.2.1:  an  ExcavaAon  model   –  introduces  concepts  of  straAgraphy  and  excavaAon   –  being  validated  by  archaeological  records   •  CRMgeo  v1.2:  a  SpaAotemporal  model   –  integrates  CRM  with  OGC  standards   –  a  complete  model  of  phenomena  occupying  spaceAme  (consistent  with  modern  physics)   –  integrates  geometry-­‐  and  semanAcs-­‐derived  topological  relaAons   –  core  concepts  being  integrated  into  CRM   •  CRMdig  v3.2:  a  model  of  DigiAzaAon  processes   –  validated  in  European  &  US  projects,  to  be  adapted  to  CRMsci   ARIADNE  Reference  Model  v1.0   24  
  • 25. Item  Level  IntegraAon   •  Goal:  AggregaAon  and  integraAon  of  a  set  of  diverse   datasets  to  prove  that  it  is  possible  to  create  a  rich   common  repository  at  a  data  item  level   •  Use  Case:  IntegraAon  of  heterogeneous  datasets   containing  informaAon  about  coins   •  Involved  partners:  CNR,  FORTH,  PIN,  DAI    
  • 26. 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   •  GeVy  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  
  • 27. 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    
  • 28. Research  quesAons   •  Origin  -­‐  Where  does  this  coin  come  from?   •  Tracking  -­‐  How  did  it  arrive  here?   •  Chronology  -­‐  First/last  appearance   •  Prac4cal/symbolic  value,  incidents  -­‐  Why  is  it  deposited   here?   •  Poli4cal  message  -­‐  Why  was  it  produced  (i.e.  "minted")?   •  Economic  stability,  power  -­‐  Why  was  it  widely  used  /   not  used?   •  Sta4s4cs  -­‐  Material  versus  nominal  value  
  • 29. Research  quesAons   There  exist  several  queries  that  are  trivial  to  be  answered  by   each  dataset  separately,  however  they  become  important  if   they  can  be  answered  by  the  aggregated  repository:   •  Find  coins  minted  in  the  same  place/area  or  by  the  same   authority   •  Find  coins  produced  in  the  same  period  or  Ame  span   (typically  the  same  century  or  half/quarter  century)   •  Find  coins  having  common  shape/iconography/inscripAons   •  Find  coins  made  by  a  specific  material  
  • 30. Item  Level  IntegraAon  for  NumismaAc  
  • 31. 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  Gehy  AAT     •  1.09  million  RDF  triples   •  23,594  records     •  37,935  objects   •  DemonstraAon  query  builder     for  easier  cross-­‐search  and     browse  of  integrated  datasets  
  • 32. Wood/Dendrochronology     Case  Study   SPARQL  queries   DemonstraAon  applicaAon:     Query  Builder   DCCD   RDF  triple  store   ADS,     DANS,  SND   Gehy  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)  
  • 33. 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:  Gehy  AAT,  Wikidata,    Zenon,   iDAI.gazeheer   •  5,44  million  triples   •  58343  records    
  • 35. Integra4on  &  Interoperability     ARIADNE  portal   Integrated  Knowledge  Repository   X3ML  Mapping  Framework   mapping  provider  dataset   records  to  CIDOC  CRM   Content   Providers     ARIADNE  aggrega4on   infrastructure   Provider  dataset   descrip4ons   Catalog   Integrated  Browse/Query  Interface     Provider     records   ACDM  records   ACDM  records   mapping  ACDM  records  to   CIDOC  CRM   Browse  the  Catalog   NLP   NLP   records  
  • 36.   Mapping    provider  records  to  CRM    Ini4al  OEAW  record  (parAal)   <COIN>   <ID>626</ID>   <COUNTRY_ID>1</COUNTRY_ID>   <FIND_SPOT_ID>242</FIND_SPOT_ID>   <FIND_MANNER_ID>2</FIND_MANNER_ID>   <FIND_DATE>-­‐</FIND_DATE>   <WEIGHT>0.43</WEIGHT>   <ISSUER_ID>243</ISSUER_ID>   <DENOMINATION>239</DENOMINATION>   ….   </COIN>   <DENOMINATION>   <DEN_ID>239</DEN_ID>   <DEN_NAME>Kls</DEN_NAME>   <DEN_METAL>2</DEN_METAL>   </DENOMINATION>   <METAL>   <MET_ID>2</MET_ID>   <MET_NAME>AR</MET_NAME>   </METAL>   <crm:E22_Man-­‐Made_Object   rdf:about="hhp://www.oeaw.ac.at/COIN/626">   <crm:P52_has_current_owner  rdf:resource="hhp://www.oeaw.ac.at/"/>   <crm:P67i_is_referred_to_by  rdf:resourse="hVp://registry.ariadne-­‐ infrastructure.eu/ACDMdescrip4on/doi%3A10.5878%2F002271"/>   <crm:P43_has_dimension>              <crm:E54_Dimension  rdf:about="urn:uuid:cc4ad6d4-­‐656b-­‐4….">                  <crm:P90_has_value>0.43</crm:P90_has_value>                  <crm:P91_has_unit  rdf:resource=“…/measurement  units/gr“/>   </crm:P91_has_unit>                  <crm:P2_has_type  rdf:resource=“…/dimensions/weight"/>   <rdfs:label>weight  of  coin    626</rdfs:label>              </crm:E54_Dimension>          </crm:P43_has_dimension>   <crm:P45_consists_of>              <skos:Concept  rdf:about="hhp://www.oeaw.ac.at/material/2">                    <skos:prefLabel>AR</skos:prefLabel>                    <rdf:type  rdf:resource=“…/cidoc-­‐crm/E57_Material"/>              </skos:Concept>    </crm:P45_consists_of>     </crm:E22_Man-­‐Made_Object  >   Transformed  OEAW  record  (parAal)  
  • 37.   Mapping    provider  records  to  CRM           Ini4al  DAI  record  (parAal)   <ROW  MODID="9"  RECORDID="310">   …   <PS_MuenzeID>103361</PS_MuenzeID>     <Erhaltung_Durchmesser>18,50</Erhaltung_Durchmesser>     <Erhaltung_Gewicht>5,7</Erhaltung_Gewicht>     <Erhaltung_Prozent>100</Erhaltung_Prozent>     <Erhaltung_Staerke>4,85</Erhaltung_Staerke>     <Funddatum>18.9.2010</Funddatum>     <GrobdaAerung>hellenisAsch</GrobdaAerung>     <Metall>Bronze</Metall>     …     </ROW>   <crm:E22_Man-­‐Made_Object       rdf:about="hhps://www.dainst.org/COIN/103361">          <crm:P50_has_current_keeper   rdf:resource="hhps://www.dainst.org/"/>          <crm:P108i_was_produced_by>              <crm:E12_ProducAon  rdf:about="urn:uuid:eb011a7f-­‐ b5f1-­‐4aab-­‐9bd8-­‐4a07f4f008ea“   <crm:P43_has_dimension>              <crm:E54_Dimension  rdf:about="urn:uuid:…-­‐c6f3d6989c9d">                  <crm:P90_has_value>5,7</crm:P90_has_value>                  <crm:P91_has_unit  rdf:resource=“…/measurement  units/gr"/>                  <crm:P2_has_type  rdf:resource=“…/dimensions/weight"/>                  <rdfs:label>weight  of  coin    103361</rdfs:label>              </crm:E54_Dimension>     <crm:P45_consists_of     rdf:resource="hhps://www.dainst.org/material/Bronze"/>   </crm:E22_Man-­‐Made_Object>   Transformed  DAI  record  (parAal)  
  • 38. Integrated  Knowledge  Repository   Experimental  integrated  knowledge  repository  in  Blazegraph   Ø  NumismaAcs  Case  Sudy  1,2M  triples   Ø  Wood/dendro  Case  Study  1,5M  triples   Ø  Sculptures  Case  Study  5,5  M  triples   Ø  AAT  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    
  • 39. 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 item  level  with  catalog  info  on  archaeological  datasets    
  • 40. 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  
  • 41. Integrated  Repository     Experimental  integrated  repository  in  Blazegraph   Ø dFMRO  72  records  (all  Roman  coins)   Ø SAR  627  records  (all  Roman  coins)   Ø Pergamon  517  records  (12  Roman  coins  –  1  empty  record)   Ø MuseiD-­‐Italia  2  records   Ø NLP  data  from  Heslington  East  ExcavaAon  Archive  37   records   Ø ACDM  2  records  (OEAW,  Heslington)      
  • 42. Terminology   Ø  Provider  specific  terminology   Ø  ARIADNE  specific  terminology     Ø  GeVy  AAT   Ø  Nomisma.org   •  Nomisma.org  is  the  standard,  nearly  everyone  is  referring  to  in   the  numismaAcs   •  Normalized  vocabulary  with  references,  f.e.  to  Gehy  AAT   •  Ontology,  which  is  used  for  data  integraAon  of  coin  databases    
  • 43. Research  quesAons   Different  levels  of  informaAon:   •  Item  specific  info     •  Catalog  info   Query  power  lies  in  combining  item  level  with  catalog  info:     •  Find  all  bronze  antoninianus  coins  (item  level   info,  retrieves  datasets  from  mulAple  providers)   •  Find  the  publishers  of  all  collecAons  that  contain   coins  (catalog  info)   •  Find  the  publishers  of  all  collecAons  that  contain   bronze  antoninianus  (item  level  and  catalog  info)  
  • 44. Queries   Query  to  find  the  contributor  of  a  coin  (produced  with  NLP)  through  the   catalog     SELECT  ?thing  ?contributor  WHERE   {{   {?thing  <hhp://www.cidoc-­‐crm.org/cidoc-­‐crm/P67i_is_referred_to_by>  ?s1.    ?s1  <hhp://www.cidoc-­‐crm.org/cidoc-­‐crm/P148i_is_component_of>  ?d1.    ?d1  <hhp://www.cidoc-­‐crm.org/cidoc-­‐crm/P148i_is_component_of>  ?d2.    ?catalog  <hhp://www.cidoc-­‐crm.org/cidoc-­‐crm/P129_is_about>  ?d2.   ?catalog  <hhp://www.cidoc-­‐crm.org/cidoc-­‐crm/P94i_was_created_by>  ? creaAon.    ?creaAon  <hhp://www.cidoc-­‐crm.org/cidoc-­‐crm/P11_had_parAcipant>  ? contributor.     }}}  
  • 45. Queries   Query  to  find  the  owner  of  a  coin  through  the  catalog     SELECT  ?thing  ?owner  WHERE   {   ?thing  <hhp://www.cidoc-­‐crm.org/cidoc-­‐crm/ P67i_is_referred_to_by>  ?param.   ?param  <hhp://www.cidoc-­‐crm.org/cidoc-­‐crm/ P52_has_current_owner>  ?owner.   }     hhp://www.oeaw.ac.at/COIN/626  
  • 46. ARIADNE  is  funded  by  the  European  Commission's  Seventh  Framework  Programme   ---------------------------------------------------------------------------------- ---------------------------------------------------------------------------------- ---------------------------------------------------------------------------------- SemanAc   Repository   Registry   ACDM  CIDOC  CRM   Content   Providers     Integra4on  &   Interoperability   Integra4on   Services   ConfiguraAon  &  Management  ARIADNE   Portal   Browse/Query  Interfaces   Vocabularies   CRM/RDF   OAI-­‐PMH   XML   Metadata   Enhancement   Data   +   Metadata   Data   +   Metadata   Data   +   Metadata   Data   +   Metadata   Resource   Discovery   Preview   PreservaAon   Data  Access     (SPARQL,  REST)   Archive   Discovery   Digital   Asset   Management   Dataset   Discovery   Vocabularies   Management   WEB   LOD   Repository  and  Services   Architecture  
  • 47. Final  consideraAons   •  Very  advanced  stage  of  development     –  End  of  the  project   •  ARIADNE  main  goal   –  “IntegraAon  of  exisAng  archaeological  research  data   infrastructure  through  new  and  powerful   technologies”  (ARIADNE  DoW)   •  “From  differences  results  the  most  beauAful   harmony”(Heraclitus  of  Ephesus)  
  • 48. 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  …