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Linking	
  the	
  American	
  Art	
  Museum	
  to	
  the	
  Cloud	
  
What	
  is	
  Linked	
  Open	
  Data?	
  (Bear	
  with	
  me…)	
  
	
  
Data	
  published	
  by	
  exis0ng	
  internet	
  protocols	
  that	
  use	
  a	
  URI	
  (Unique	
  Resource	
  Indicator)	
  as	
  the	
  
primary	
  discoverable	
  en0ty	
  for	
  a	
  resource	
  (e.g.	
  person,	
  object,	
  web	
  page,	
  etc.)	
  
	
  
THE	
  FIVE	
  STARS	
  OF	
  LOD	
  (Tim	
  Berners	
  Lee):	
  
★	
  make	
  your	
  stuff	
  available	
  on	
  the	
  web	
  (whatever	
  format)	
  under	
  an	
  open	
  license	
  
	
  
★★	
  make	
  it	
  available	
  as	
  structured	
  data	
  (e.g.,	
  Excel	
  instead	
  of	
  image	
  scan	
  of	
  a	
  table)	
  
	
  
★★★	
  use	
  non-­‐proprietary	
  formats	
  (e.g.,	
  CSV	
  instead	
  of	
  Excel)	
  
	
  
★★★★	
  use	
  URIs	
  to	
  iden0fy	
  things,	
  so	
  that	
  people	
  can	
  point	
  at	
  your	
  stuff	
  
	
  
★★★★★	
  link	
  your	
  data	
  to	
  other	
  data	
  to	
  provide	
  context	
  
Linking	
  the	
  American	
  Art	
  Museum	
  to	
  the	
  Cloud	
  
What	
  is	
  Linked	
  Open	
  Data	
  good	
  for?	
  
	
  
For	
  the	
  American	
  Art	
  Museum,	
  Linked	
  Open	
  Data	
  will:	
  
•  Make	
  our	
  collec0ons	
  data	
  more	
  discoverable	
  on	
  the	
  web	
  
•  Allow	
  for	
  more	
  sophis0cated	
  queries	
  about	
  our	
  collec0ons	
  
•  Create	
  connec0ons	
  with	
  other	
  museums	
  
•  Create	
  connec0ons	
  with	
  other	
  non-­‐museum	
  resources	
  
•  Create	
  connec0ons	
  with	
  our	
  dispersed	
  content	
  on	
  social	
  media	
  
•  Help	
  us	
  beMer	
  adapt	
  to	
  the	
  changing	
  web	
  
	
  
Linking	
  the	
  American	
  Art	
  Museum	
  to	
  the	
  Cloud	
  
GeLng	
  Started	
  
	
  
Our	
  IniMal	
  QuesMons	
  
•  Will	
  it	
  take	
  a	
  lot	
  of	
  0me	
  and	
  resources	
  to	
  prepare	
  our	
  data?	
  
•  How	
  does	
  LOD	
  differ	
  from	
  what	
  a	
  Google	
  search	
  can	
  do?	
  
•  Is	
  it	
  foolish	
  to	
  be	
  doing	
  this	
  before	
  standards	
  are	
  in	
  place?	
  
•  What	
  if	
  people	
  do	
  inappropriate	
  things	
  with	
  our	
  data?	
  
•  Will	
  it	
  be	
  worth	
  the	
  0me	
  and	
  effort	
  in	
  the	
  end?	
  
•  How	
  do	
  we	
  handle	
  all	
  of	
  the	
  non-­‐public	
  data	
  that	
  we	
  have?	
  
	
  
The	
  Project	
  
•  Working	
  with	
  the	
  Informa0on	
  Sciences	
  Ins0tute	
  (ISI)	
  and	
  Department	
  of	
  Computer	
  Science	
  at	
  
the	
  University	
  of	
  Southern	
  California.	
  
•  Goal:	
  Publish	
  5-­‐star	
  Linked	
  Open	
  Data	
  of	
  our	
  complete	
  collec0ons	
  data.	
  
•  Project	
  Phases:	
  Prepare	
  the	
  data,	
  Create	
  an	
  ontology,	
  map	
  the	
  data	
  to	
  RDF,	
  link	
  the	
  data	
  to	
  
hub	
  datasets,	
  publish	
  the	
  data.	
  
Linking	
  the	
  American	
  Art	
  Museum	
  to	
  the	
  Cloud	
  
The	
  Process	
  
	
  
Preparing	
  the	
  data	
  
•  Collec0ons	
  data	
  is	
  stored	
  in	
  TMS	
  
•  Publish	
  only	
  the	
  data	
  that	
  is	
  already	
  visible	
  on	
  our	
  website	
  
•  Use	
  an	
  exis0ng	
  output	
  report	
  from	
  TMS	
  
•  Several	
  fields	
  needed	
  to	
  be	
  interpreted	
  first	
  
	
  
Designing	
  the	
  Ontology	
  
•  We	
  built	
  our	
  ontology	
  around	
  exis0ng	
  ontologies	
  	
  
•  Europeana	
  Data	
  Model	
  v.2	
  	
  
•  SKOS	
  	
  
•  Dublin	
  Core	
  	
  
•  RDA	
  Group	
  2	
  Elements	
  	
  
•  schema.org	
  
Linking	
  the	
  American	
  Art	
  Museum	
  to	
  the	
  Cloud	
  
The	
  Process	
  
	
  
Mapping	
  the	
  Data	
  to	
  RDF	
  (Resource	
  DescripMon	
  Framework)	
  
•  Used	
  KARMA	
  tool	
  to	
  model	
  the	
  data	
  (hMp://www.isi.edu/integra0on/karma/)	
  	
  
	
  
	
  
	
  
	
  
Linking	
  the	
  American	
  Art	
  Museum	
  to	
  the	
  Cloud	
  
The	
  Process	
  
	
  
Linking	
  the	
  Data	
  to	
  External	
  Data	
  
•  Verify	
  matches	
  before	
  publishing	
  
Linking	
  the	
  American	
  Art	
  Museum	
  to	
  the	
  Cloud	
  
The	
  Process	
  
	
  
Linking	
  the	
  Data	
  to	
  External	
  Data	
  (cont…)	
  
•  Have	
  already	
  linked	
  ar0sts	
  to:	
  
•  DBPedia	
  -­‐	
  2,194	
  
•  New	
  York	
  Times	
  -­‐	
  70	
  
•  Addi0onally,	
  can	
  link	
  ar0sts	
  to:	
  
•  GeMy	
  Union	
  List	
  of	
  Ar0st	
  Names	
  -­‐	
  2,110	
  (ULAN	
  is	
  not	
  yet	
  published	
  as	
  LOD,	
  but	
  will	
  be)	
  
•  Rijksmuseum	
  dataset	
  –	
  551	
  (links	
  are	
  not	
  yet	
  verified)	
  
•  In	
  the	
  works:	
  
•  Linking	
  places	
  
•  Linking	
  concepts	
  
•  Linking	
  to	
  datasets	
  from	
  other	
  museums	
  
•  Linking	
  to	
  social	
  media	
  content	
  
Publishing	
  
•  Plan	
  to	
  publish	
  complete	
  dataset	
  under	
  a	
  CC0	
  license	
  
Linking	
  the	
  American	
  Art	
  Museum	
  to	
  the	
  Cloud	
  
Conclusions	
  
	
  
•  Able	
  to	
  convert	
  data	
  for	
  en0re	
  collec0on	
  
•  Using	
  KARMA	
  to	
  model	
  the	
  data	
  and	
  verify	
  links	
  reduced	
  0me	
  and	
  resources	
  	
  
•  LOD	
  eliminates	
  the	
  “noise”	
  of	
  a	
  Google	
  search	
  
	
  
What’s	
  next?	
  
•  Embed	
  LOD	
  on	
  our	
  website	
  
•  Improve	
  representa0on	
  of	
  ar0sts	
  on	
  Wikipedia	
  
•  Create	
  an	
  ongoing	
  maintenance	
  plan	
  
•  Tag	
  object-­‐	
  and	
  person-­‐related	
  museum	
  content	
  on	
  social	
  sites	
  
•  Inves0gate	
  mapping	
  and	
  linking	
  an	
  artwork’s	
  subject	
  
•  Expand	
  the	
  LOD	
  in	
  ways	
  that	
  will	
  enhance	
  research	
  
•  Create	
  a	
  tool	
  that	
  allows	
  users	
  to	
  “curate	
  stories”:	
  
•  hMp://prezi.com/htrvh2jrcsio/cura0ng-­‐stories-­‐with-­‐linked-­‐open-­‐data/	
  
•  Encourage	
  others	
  to	
  build	
  applica0ons	
  with	
  our	
  data	
  
	
  
Linking	
  the	
  American	
  Art	
  Museum	
  to	
  the	
  Cloud	
  
Example	
  
	
  

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Linked Open Data and American Art

  • 1. Linking  the  American  Art  Museum  to  the  Cloud   What  is  Linked  Open  Data?  (Bear  with  me…)     Data  published  by  exis0ng  internet  protocols  that  use  a  URI  (Unique  Resource  Indicator)  as  the   primary  discoverable  en0ty  for  a  resource  (e.g.  person,  object,  web  page,  etc.)     THE  FIVE  STARS  OF  LOD  (Tim  Berners  Lee):   ★  make  your  stuff  available  on  the  web  (whatever  format)  under  an  open  license     ★★  make  it  available  as  structured  data  (e.g.,  Excel  instead  of  image  scan  of  a  table)     ★★★  use  non-­‐proprietary  formats  (e.g.,  CSV  instead  of  Excel)     ★★★★  use  URIs  to  iden0fy  things,  so  that  people  can  point  at  your  stuff     ★★★★★  link  your  data  to  other  data  to  provide  context  
  • 2. Linking  the  American  Art  Museum  to  the  Cloud   What  is  Linked  Open  Data  good  for?     For  the  American  Art  Museum,  Linked  Open  Data  will:   •  Make  our  collec0ons  data  more  discoverable  on  the  web   •  Allow  for  more  sophis0cated  queries  about  our  collec0ons   •  Create  connec0ons  with  other  museums   •  Create  connec0ons  with  other  non-­‐museum  resources   •  Create  connec0ons  with  our  dispersed  content  on  social  media   •  Help  us  beMer  adapt  to  the  changing  web    
  • 3. Linking  the  American  Art  Museum  to  the  Cloud   GeLng  Started     Our  IniMal  QuesMons   •  Will  it  take  a  lot  of  0me  and  resources  to  prepare  our  data?   •  How  does  LOD  differ  from  what  a  Google  search  can  do?   •  Is  it  foolish  to  be  doing  this  before  standards  are  in  place?   •  What  if  people  do  inappropriate  things  with  our  data?   •  Will  it  be  worth  the  0me  and  effort  in  the  end?   •  How  do  we  handle  all  of  the  non-­‐public  data  that  we  have?     The  Project   •  Working  with  the  Informa0on  Sciences  Ins0tute  (ISI)  and  Department  of  Computer  Science  at   the  University  of  Southern  California.   •  Goal:  Publish  5-­‐star  Linked  Open  Data  of  our  complete  collec0ons  data.   •  Project  Phases:  Prepare  the  data,  Create  an  ontology,  map  the  data  to  RDF,  link  the  data  to   hub  datasets,  publish  the  data.  
  • 4. Linking  the  American  Art  Museum  to  the  Cloud   The  Process     Preparing  the  data   •  Collec0ons  data  is  stored  in  TMS   •  Publish  only  the  data  that  is  already  visible  on  our  website   •  Use  an  exis0ng  output  report  from  TMS   •  Several  fields  needed  to  be  interpreted  first     Designing  the  Ontology   •  We  built  our  ontology  around  exis0ng  ontologies     •  Europeana  Data  Model  v.2     •  SKOS     •  Dublin  Core     •  RDA  Group  2  Elements     •  schema.org  
  • 5. Linking  the  American  Art  Museum  to  the  Cloud   The  Process     Mapping  the  Data  to  RDF  (Resource  DescripMon  Framework)   •  Used  KARMA  tool  to  model  the  data  (hMp://www.isi.edu/integra0on/karma/)            
  • 6. Linking  the  American  Art  Museum  to  the  Cloud   The  Process     Linking  the  Data  to  External  Data   •  Verify  matches  before  publishing  
  • 7. Linking  the  American  Art  Museum  to  the  Cloud   The  Process     Linking  the  Data  to  External  Data  (cont…)   •  Have  already  linked  ar0sts  to:   •  DBPedia  -­‐  2,194   •  New  York  Times  -­‐  70   •  Addi0onally,  can  link  ar0sts  to:   •  GeMy  Union  List  of  Ar0st  Names  -­‐  2,110  (ULAN  is  not  yet  published  as  LOD,  but  will  be)   •  Rijksmuseum  dataset  –  551  (links  are  not  yet  verified)   •  In  the  works:   •  Linking  places   •  Linking  concepts   •  Linking  to  datasets  from  other  museums   •  Linking  to  social  media  content   Publishing   •  Plan  to  publish  complete  dataset  under  a  CC0  license  
  • 8. Linking  the  American  Art  Museum  to  the  Cloud   Conclusions     •  Able  to  convert  data  for  en0re  collec0on   •  Using  KARMA  to  model  the  data  and  verify  links  reduced  0me  and  resources     •  LOD  eliminates  the  “noise”  of  a  Google  search     What’s  next?   •  Embed  LOD  on  our  website   •  Improve  representa0on  of  ar0sts  on  Wikipedia   •  Create  an  ongoing  maintenance  plan   •  Tag  object-­‐  and  person-­‐related  museum  content  on  social  sites   •  Inves0gate  mapping  and  linking  an  artwork’s  subject   •  Expand  the  LOD  in  ways  that  will  enhance  research   •  Create  a  tool  that  allows  users  to  “curate  stories”:   •  hMp://prezi.com/htrvh2jrcsio/cura0ng-­‐stories-­‐with-­‐linked-­‐open-­‐data/   •  Encourage  others  to  build  applica0ons  with  our  data    
  • 9. Linking  the  American  Art  Museum  to  the  Cloud   Example