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www.designforcontext.com	
  
Duane	
  Degler	
  
	
  @ddegler	
  
	
  duane@designforcontext.com	
  
Neal	
  Johnson	
  
	
  @vanWinkleTunes	
  
	
  neal@designforcontext.com	
  
American	
  Art	
  Collabora/ve	
  
Perspec'ves	
  and	
  Considera'ons	
  
15	
  January	
  2015	
  
American	
  Art	
  CollaboraEve:	
  PerspecEves	
  and	
  ConsideraEons      15  January  2015
Confidence	
  gained	
  from	
  presenta/ons	
  to	
  AAC	
  partners	
  
•  CIDOC	
  CRM	
  is	
  a	
  mature,	
  extensible,	
  event-­‐based	
  ontology	
  
useful	
  for	
  modeling	
  many	
  types	
  of	
  cultural	
  heritage	
  data	
  
•  SupplemenEng	
  technologies,	
  standards,	
  and	
  related	
  resources	
  
are	
  developing	
  rapidly	
  in	
  support	
  of	
  linked	
  data	
  creaEon,	
  
management,	
  and	
  use	
  
•  Availability	
  of	
  cultural	
  heritage	
  Linked	
  Data	
  (LD)	
  is	
  proliferaEng	
  
•  Cultural	
  heritage	
  is	
  taking	
  advantage	
  of	
  LD	
  in	
  creaEve	
  and	
  
useful	
  ways	
  
•  AAC	
  presentaEons	
  online:	
  hSp://americanartcollaboraEve.org/info/	
  	
  
American	
  Art	
  CollaboraEve:	
  PerspecEves	
  and	
  ConsideraEons      15  January  2015
American	
  Art	
  CollaboraEve:	
  PerspecEves	
  and	
  ConsideraEons      15  January  2015
PERSPECTIVES	
  
The  0me  is  right  to  join  a  global  effort  
pu<ng  linked  data  forward
Jakob	
  Alt,	
  “Interior	
  of	
  a	
  Gothic	
  Church”,	
  1864,	
  The	
  Walters	
  Art	
  Museum	
  	
  hSp://bit.ly/1wQpaiu	
  
American	
  Art	
  CollaboraEve:	
  PerspecEves	
  and	
  ConsideraEons      15  January  2015
American	
  Art	
  CollaboraEve:	
  PerspecEves	
  and	
  ConsideraEons      15  January  2015
•  LD	
  is	
  here	
  to	
  stay.	
  The	
  Eme	
  is	
  right	
  for	
  LAMs	
  to	
  be	
  adopEng	
  
and	
  making	
  use	
  of	
  it.	
  
PERSPECTIVES	
  
American	
  Art	
  CollaboraEve:	
  PerspecEves	
  and	
  ConsideraEons      15  January  2015
Linked	
  Data	
  is	
  here	
  to	
  stay	
  
“Next-­‐Gen”	
  data	
  
structure	
  standard	
  
card	
  
catalog	
  
•  LCSH	
  
•  Dewey	
  Decimal	
  
Collections
RDb
RDb	
  
•  MARC,	
  CIMI	
  
•  RDA,	
  Z39.50	
  
XML	
  
•  Schemas	
  (e.g.,	
  LIDO,	
  
Dublin	
  Core,	
  EAD)	
  
RDF	
  
•  Ontologies	
  (e.g.,	
  
CIDOC,	
  BIBFRAME)	
  
Organiza'on	
  
Structure,	
  math	
  
Independence	
  
Expressiveness	
  
American	
  Art	
  CollaboraEve:	
  PerspecEves	
  and	
  ConsideraEons      15  January  2015
Linked	
  Data	
  can	
  be	
  flexibly	
  adopted	
  and	
  integrated	
  
Archives
XML
Media DAM
RDb
Collections
RDb
LD
LD	
  abstrac/on	
  
layer	
  
Access	
  interface	
  layer	
  
American	
  Art	
  CollaboraEve:	
  PerspecEves	
  and	
  ConsideraEons      15  January  2015
American	
  Art	
  CollaboraEve:	
  PerspecEves	
  and	
  ConsideraEons      15  January  2015
•  LD	
  is	
  here	
  to	
  stay.	
  The	
  Eme	
  is	
  right	
  for	
  LAMs	
  to	
  be	
  adopEng	
  
and	
  making	
  use	
  of	
  it.	
  
•  Markers	
  for	
  ongoing	
  success	
  in	
  linked	
  data	
  management?	
  
Same	
  as	
  exisEng	
  data	
  management.	
  
PERSPECTIVES	
  
American	
  Art	
  CollaboraEve:	
  PerspecEves	
  and	
  ConsideraEons      15  January  2015
Markers	
  for	
  success	
  
•  Focus	
  on	
  goals	
  
•  Long-­‐term	
  commitment,	
  not	
  just	
  short-­‐term	
  one-­‐offs	
  
•  Establish	
  and	
  maintain	
  insEtuEonal	
  authority	
  
•  Find	
  ways	
  to	
  do	
  more	
  within	
  our	
  resource	
  constraints	
  
•  Facilitate	
  integraEon	
  with	
  other	
  data/info	
  resources	
  
•  Make	
  technology	
  transparent	
  to	
  end	
  users	
  
•  Flexibility	
  and	
  support	
  around	
  change	
  
•  Focus	
  on	
  execuEon	
  
•  PracEce	
  good	
  project	
  and	
  technical	
  program	
  management	
  
•  Ensure	
  maintainability,	
  scalability,	
  sustainability,	
  persistence	
  
•  You	
  can’t	
  manage	
  well	
  if	
  you’re	
  not	
  measuring	
  well	
  
•  Iterate,	
  iterate,	
  iterate…	
  
American	
  Art	
  CollaboraEve:	
  PerspecEves	
  and	
  ConsideraEons      15  January  2015
American	
  Art	
  CollaboraEve:	
  PerspecEves	
  and	
  ConsideraEons      15  January  2015
•  LD	
  is	
  here	
  to	
  stay.	
  The	
  Eme	
  is	
  right	
  for	
  LAMs	
  to	
  be	
  adopEng	
  
and	
  making	
  use	
  of	
  it.	
  
•  Markers	
  for	
  ongoing	
  success	
  in	
  data	
  and	
  informaEon	
  
management?	
  Same	
  as	
  exisEng	
  data	
  management.	
  
•  Full	
  scope	
  of	
  the	
  LD	
  value	
  proposiEon	
  is	
  in	
  development	
  
by	
  a	
  distributed	
  community	
  on	
  a	
  global	
  stage.	
  
PERSPECTIVES	
  
American	
  Art	
  CollaboraEve:	
  PerspecEves	
  and	
  ConsideraEons      15  January  2015
You	
  are	
  par/cipa/ng	
  in	
  a	
  world-­‐wide	
  effort	
  
•  Use	
  cases	
  idenEfying	
  user	
  roles,	
  scenarios,	
  useful	
  data	
  and	
  
informaEon	
  stores	
  
•  Novel	
  UI/UX	
  that	
  takes	
  advantage	
  of	
  what	
  LD	
  can	
  do	
  for	
  us	
  
•  Benefits	
  both	
  derived	
  from,	
  and	
  driven	
  by,	
  various	
  models	
  of	
  
deployment	
  
•  Ensuring	
  data	
  is	
  discoverable	
  locally	
  and	
  at	
  web	
  scale	
  
The AAC has a well-timed opportunity
to contribute to this effort as a leader
American	
  Art	
  CollaboraEve:	
  PerspecEves	
  and	
  ConsideraEons      15  January  2015
American	
  Art	
  CollaboraEve:	
  PerspecEves	
  and	
  ConsideraEons      15  January  2015
CONSIDERATIONS	
  
Framing  ins0tu0onal  roles  and  scoping  
op0ons  for  publishing  linked  data
Frederick	
  C.	
  Frieseke,	
  “Alernoon	
  –	
  Yellow	
  Room”,	
  1910,	
  Indianapolis	
  Museum	
  of	
  Art	
  	
  	
  hSp://bit.ly/1y58zNH	
  
American	
  Art	
  CollaboraEve:	
  PerspecEves	
  and	
  ConsideraEons      15  January  2015
American	
  Art	
  CollaboraEve:	
  PerspecEves	
  and	
  ConsideraEons      15  January  2015
•  InsEtuEonal	
  strategies	
  
•  Roles	
  in	
  the	
  LD	
  community	
  
CONSIDERATIONS	
  
American	
  Art	
  CollaboraEve:	
  PerspecEves	
  and	
  ConsideraEons      15  January  2015
“Producer”	
  
What	
  roles	
  to	
  play	
  in	
  the	
  LD	
  community?	
  
Web/	
  
app	
  UIs	
  
Media DAM
RDb
Library
RDb
Collection
RDb
Collection
LD
Aggregated
Collection
LD
Package	
  
American	
  Art	
  CollaboraEve:	
  PerspecEves	
  and	
  ConsideraEons      15  January  2015
“Consumer”	
  
What	
  roles	
  to	
  play	
  in	
  the	
  LD	
  community?	
  
Web/	
  
app	
  UIs	
  
Collection
LD
Media DAM
RDb
Library
RDb
Archives
LD
Instance
Data
Vocabs
LD
Mixed
LD
American	
  Art	
  CollaboraEve:	
  PerspecEves	
  and	
  ConsideraEons      15  January  2015
“Collaborator”	
  
What	
  roles	
  to	
  play	
  in	
  the	
  LD	
  community?	
  
Shared
LD
Shared
Content
Mixed
LD
Local
Vocab
LD
Vocabs
LD
Harmonize	
  
American	
  Art	
  CollaboraEve:	
  PerspecEves	
  and	
  ConsideraEons      15  January  2015
American	
  Art	
  CollaboraEve:	
  PerspecEves	
  and	
  ConsideraEons      15  January  2015
•  InsEtuEonal	
  strategies	
  
•  Roles	
  in	
  the	
  LD	
  community	
  
•  Levels	
  of	
  engagement	
  in	
  the	
  use	
  of	
  LD	
  
CONSIDERATIONS	
  
American	
  Art	
  CollaboraEve:	
  PerspecEves	
  and	
  ConsideraEons      15  January  2015
CULTURAL	
  HERITAGE	
  DOMAIN	
  SCALE	
  
INSTITUTION	
  LD	
   INSTITUTION	
  LD	
  
Varying	
  levels	
  of	
  engagement…	
  gaining	
  experience	
  
INSTITUTION	
  LD	
  
WEB	
  SCALE	
  
SCIENCE	
  DOMAIN	
  
INSTITUTION	
  LD	
   INSTITUTION	
  LD	
  
American	
  Art	
  CollaboraEve:	
  PerspecEves	
  and	
  ConsideraEons      15  January  2015
American	
  Art	
  CollaboraEve:	
  PerspecEves	
  and	
  ConsideraEons      15  January  2015
Create	
  
EffecEvely	
  manage	
  and	
  
use	
  your	
  data	
  
Extend	
  	
  
Share	
  data	
  seamlessly	
  
among	
  partners	
  
Enrich	
  	
  
Integrate	
  with	
  broader	
  
humaniEes	
  and	
  societal	
  data	
  
American	
  Art	
  CollaboraEve:	
  PerspecEves	
  and	
  ConsideraEons      15  January  2015
American	
  Art	
  CollaboraEve:	
  PerspecEves	
  and	
  ConsideraEons      15  January  2015
•  InsEtuEonal	
  strategies	
  
•  Roles	
  in	
  the	
  LD	
  community	
  
•  Levels	
  of	
  engagement	
  in	
  the	
  use	
  of	
  LD	
  
•  Managing	
  a	
  broad	
  range	
  of	
  data	
  
CONSIDERATIONS	
  
American	
  Art	
  CollaboraEve:	
  PerspecEves	
  and	
  ConsideraEons      15  January  2015
Star/ng	
  with	
  collec/on	
  data	
  (AAC	
  Phase	
  1)	
  
•  Mapping	
  &	
  converEng	
  
•  Publishing	
  
•  Maintaining	
  
Collection
LD
Collection
Data
Map	
  &	
  
Convert	
  
Use/
Publish	
  
American	
  Art	
  CollaboraEve:	
  PerspecEves	
  and	
  ConsideraEons      15  January  2015
How	
  broad	
  a	
  range	
  of	
  data	
  is	
  useful	
  and	
  feasible?	
  
•  Tombstone	
  and	
  broader	
  collecEons	
  data	
  
•  Other	
  semi-­‐structured	
  and	
  unstructured	
  data	
  
Examples	
  
•  Provenance	
  
•  ConsDtuents	
  
•  ExhibiDons	
  
•  Research	
  
•  Notes	
  
•  Video,	
  audio	
  
•  Interviews	
  
•  LeJers	
  
•  Clippings	
  
American	
  Art	
  CollaboraEve:	
  PerspecEves	
  and	
  ConsideraEons      15  January  2015
Supplemen/ng	
  technologies	
  for	
  future	
  
•  Emerging	
  management	
  tools	
  for	
  semi-­‐structured	
  /	
  unstructured	
  data	
  
•  AnnotaEon	
  
•  Inferencing	
  and	
  semanEc	
  search	
  engines	
  
•  Persistent	
  URL	
  formats	
  and	
  management	
  services	
  
•  Image	
  management	
  and	
  addressing	
  
•  EnEty	
  and	
  concept	
  extracEon	
  to	
  support	
  vocabulary	
  enhancement	
  
•  Terminology	
  management	
  and	
  shared	
  vocabularies/libraries	
  
•  Natural	
  language	
  processing	
  and	
  text	
  parsers	
  
•  ArEficial	
  intelligence,	
  machine	
  learning	
  and	
  automated	
  analysis	
  
•  InformaEon	
  visualizaEon	
  
•  Interface	
  and	
  applicaEon	
  frameworks	
  
American	
  Art	
  CollaboraEve:	
  PerspecEves	
  and	
  ConsideraEons      15  January  2015
Benefits	
  for	
  inclusion	
  of	
  not-­‐so-­‐structured	
  resources	
  
•  Enable	
  structure	
  and	
  consistency	
  
•  Ease	
  of	
  construcEon	
  and	
  inspecEon	
  when	
  creaEng	
  or	
  updaEng	
  the	
  data	
  
•  Conform	
  to	
  industry	
  standards	
  
•  Ease	
  of	
  reuse	
  in	
  publishing	
  
	
  
•  Normalize	
  enEEes	
  (people,	
  organizaEons,	
  etc.)	
  and	
  dates	
  
•  Standardize	
  vocabularies	
  across	
  your	
  data	
  contains	
  enEEes	
  
•  Use	
  dates	
  in	
  calculaEons,	
  informaEon	
  visualizaEon	
  
	
  
•  Add	
  depth	
  to	
  your	
  LD	
  holdings	
  
•  More	
  resources	
  you	
  can	
  search	
  across	
  and	
  publish	
  to	
  the	
  world	
  
American	
  Art	
  CollaboraEve:	
  PerspecEves	
  and	
  ConsideraEons      15  January  2015
American	
  Art	
  CollaboraEve:	
  PerspecEves	
  and	
  ConsideraEons      15  January  2015
•  InsEtuEonal	
  strategies	
  
•  Roles	
  in	
  the	
  LD	
  community	
  
•  Levels	
  of	
  engagement	
  in	
  the	
  use	
  of	
  LD	
  
•  Managing	
  a	
  broad	
  range	
  of	
  data	
  
•  Measuring	
  the	
  value	
  of	
  LD	
  iniEaEves	
  for	
  the	
  insEtuEon	
  
CONSIDERATIONS	
  
American	
  Art	
  CollaboraEve:	
  PerspecEves	
  and	
  ConsideraEons      15  January  2015
Measuring	
  the	
  value	
  of	
  LD	
  ini/a/ves	
  for	
  the	
  ins/tu/on	
  
•  What	
  defines	
  “success”	
  in	
  our	
  use	
  of	
  LD?	
  
•  Within	
  our	
  insEtuEons	
  
•  With	
  partners	
  and	
  the	
  public	
  
•  How	
  our	
  LD	
  is	
  used	
  by	
  3rd	
  parEes	
  
•  CollecEve	
  impact	
  of	
  our	
  efforts	
  
•  Where	
  can	
  we	
  look	
  to	
  idenEfy	
  our	
  impact?	
  
•  Changes	
  in	
  data	
  consumpEon,	
  traffic	
  
•  Changes	
  in	
  the	
  number	
  or	
  character	
  of	
  users	
  or	
  partners	
  
•  Greater	
  quality	
  or	
  flexibility	
  of	
  use	
  
•  Greater	
  quality	
  of	
  the	
  quesEons	
  arising	
  from	
  use	
  
•  Others	
  ?	
  
American	
  Art	
  CollaboraEve:	
  PerspecEves	
  and	
  ConsideraEons      15  January  2015
American	
  Art	
  CollaboraEve:	
  PerspecEves	
  and	
  ConsideraEons      15  January  2015
•  InsEtuEonal	
  strategies	
  
•  Models	
  for	
  expression	
  of	
  LD	
  resources	
  
•  FederaEon	
  and	
  aggregaEon	
  
CONSIDERATIONS	
  
American	
  Art	
  CollaboraEve:	
  PerspecEves	
  and	
  ConsideraEons      15  January  2015
Federa/on	
  and	
  aggrega/on	
  
FederaDon:	
  Real-­‐Time	
  
Source
1
Source
2
Source
3
Access	
  
American	
  Art	
  CollaboraEve:	
  PerspecEves	
  and	
  ConsideraEons      15  January  2015
Federa/on	
  and	
  aggrega/on	
  
FederaDon:	
  Cached	
  
Access	
  
*cache	
  &	
  refresh	
  
Source
1
Source
2
*
*
American	
  Art	
  CollaboraEve:	
  PerspecEves	
  and	
  ConsideraEons      15  January  2015
Federa/on	
  and	
  aggrega/on	
  
AggregaDon:	
  Single-­‐point	
  
Source
1
Source
2
Source
3
AggregateAccess	
  
American	
  Art	
  CollaboraEve:	
  PerspecEves	
  and	
  ConsideraEons      15  January  2015
Federa/on	
  and	
  aggrega/on	
  
AggregaDon:	
  MulE-­‐point	
  
Source
1
Source
2
Source
3
Aggregate
Access	
  
Aggregate
American	
  Art	
  CollaboraEve:	
  PerspecEves	
  and	
  ConsideraEons      15  January  2015
Federa/on	
  and	
  aggrega/on	
  
Federa'on:	
  Real-­‐Time	
  
Federa'on:	
  Cached	
  
Aggrega'on:	
  Single-­‐point	
  
Aggrega'on:	
  MulE-­‐point	
  
American	
  Art	
  CollaboraEve:	
  PerspecEves	
  and	
  ConsideraEons      15  January  2015
American	
  Art	
  CollaboraEve:	
  PerspecEves	
  and	
  ConsideraEons      15  January  2015
•  InsEtuEonal	
  strategies	
  
•  Models	
  for	
  expression	
  of	
  LD	
  resources	
  
•  FederaEon	
  and	
  aggregaEon	
  
•  Balancing	
  data	
  models	
  for	
  completeness	
  and	
  usability	
  
CONSIDERATIONS	
  
American	
  Art	
  CollaboraEve:	
  PerspecEves	
  and	
  ConsideraEons      15  January  2015
Modeling	
  for	
  completeness	
  
A	
  scene	
  on	
  
the	
  Ice	
  
Produc/on	
  
Part	
  
Produc/on	
  
Part	
  
Produc/on	
  
Part	
  
Produc/on	
  
Part	
  
Consists	
  of	
  
Produc/on	
  
Event	
  
Was	
  produced	
  by	
  
Amsterdam	
  
Avercamp	
  
Painted	
  
c.	
  1625	
  
Took	
  place	
  at	
  
Has	
  type	
  
Carried	
  out	
  by	
  
Has	
  /mespan	
  
Ska/ng	
  
Refers	
  to	
  
Concept	
  Carries	
  
American	
  Art	
  CollaboraEve:	
  PerspecEves	
  and	
  ConsideraEons      15  January  2015
Modeling	
  short-­‐cuts	
  for	
  local	
  needs	
  and	
  usability	
  
A	
  scene	
  on	
  
the	
  Ice	
  
Produc/on	
  
Part	
  
Produc/on	
  
Part	
  
Produc/on	
  
Part	
  
Produc/on	
  
Part	
  
Consists	
  of	
  
Produc/on	
  
Event	
  
Was	
  produced	
  by	
  
Amsterdam	
  
Avercamp	
  
Painted	
  
c.	
  1625	
  
Took	
  place	
  at	
  
Has	
  type	
  
Carried	
  out	
  by	
  
Has	
  /mespan	
  
Ska/ng	
  
Refers	
  to	
  
Concept	
  Carries	
  
Created	
  at	
  
Is	
  about	
  
Worked	
  in	
  
American	
  Art	
  CollaboraEve:	
  PerspecEves	
  and	
  ConsideraEons      15  January  2015
American	
  Art	
  CollaboraEve:	
  PerspecEves	
  and	
  ConsideraEons      15  January  2015
•  InsEtuEonal	
  strategies	
  
•  Models	
  for	
  expression	
  of	
  LD	
  resources	
  
•  FederaEon	
  and	
  aggregaEon	
  
•  Balancing	
  data	
  models	
  for	
  completeness	
  and	
  usability	
  
•  Harmonizing	
  and	
  inferencing	
  
CONSIDERATIONS	
  
American	
  Art	
  CollaboraEve:	
  PerspecEves	
  and	
  ConsideraEons      15  January  2015
Museum	
  2	
  Museum	
  1	
  
Harmonizing	
  
Artwork 1
<creatorOf>	
  
Artwork 3
<creatorOf>	
  
<sameAs>	
  
Ar/st	
  A	
   Ar/st	
  A	
  
Artwork 2
LD	
  Virtual	
  Museum	
  
Artwork	
  1	
   Artwork	
  3	
  
<creatorOf>	
  
Artwork 2
Ar/st	
  A	
  
American	
  Art	
  CollaboraEve:	
  PerspecEves	
  and	
  ConsideraEons      15  January  2015
Inferencing	
  
“Inferencing”	
  provides	
  an	
  automated	
  assist	
  to	
  help	
  derive	
  meaning	
  
and	
  context	
  across	
  large	
  and/or	
  heterogeneous	
  data	
  sets	
  
Museum	
  
<creatorOf>	
   <accessionedBy>	
  
<collectedBy>	
  
Ar/st	
   Artwork	
  
American	
  Art	
  CollaboraEve:	
  PerspecEves	
  and	
  ConsideraEons      15  January  2015
American	
  Art	
  CollaboraEve:	
  PerspecEves	
  and	
  ConsideraEons      15  January  2015
EXAMPLES	
  AND	
  IDEAS	
  
How  might  we  use  linked  data?
Charles	
  	
  Wilson	
  Peale,	
  “The	
  ArEst	
  in	
  His	
  Museum”,	
  1882,	
  Philadelphia	
  Academy	
  of	
  the	
  Fine	
  Arts	
  	
  	
  hSp://bit.ly/1yc2gVM	
  	
  
American	
  Art	
  CollaboraEve:	
  PerspecEves	
  and	
  ConsideraEons      15  January  2015
American	
  Art	
  CollaboraEve:	
  PerspecEves	
  and	
  ConsideraEons      15  January  2015
•  Data	
  creaEon	
  and	
  management	
  
•  Browsing	
  and	
  reviewing	
  graph	
  data	
  
•  PersonalizaEon	
  and	
  federaEon	
  
•  Deep	
  analysis	
  and	
  ideaEon	
  
•  Cross-­‐domain	
  visibility	
  
•  Emergent	
  uses	
  
EXAMPLES	
  AND	
  IDEAS	
  
American	
  Art	
  CollaboraEve:	
  PerspecEves	
  and	
  ConsideraEons      15  January  2015
Data	
  crea/on	
  and	
  management	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  Carnegie	
  Museum	
  Provenance	
  App	
  
American	
  Art	
  CollaboraEve:	
  PerspecEves	
  and	
  ConsideraEons      15  January  2015
Data	
  crea/on	
  and	
  management	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  Carnegie	
  Museum	
  Provenance	
  App	
  
American	
  Art	
  CollaboraEve:	
  PerspecEves	
  and	
  ConsideraEons      15  January  2015
Data	
  crea/on	
  and	
  management	
  	
  	
  	
  	
  	
  	
  	
  	
  Carnegie	
  Museum	
  Provenance	
  App	
  
American	
  Art	
  CollaboraEve:	
  PerspecEves	
  and	
  ConsideraEons      15  January  2015
Browsing	
  and	
  Reviewing	
  Graph	
  Data	
  
American	
  Art	
  CollaboraEve:	
  PerspecEves	
  and	
  ConsideraEons      15  January  2015
Browsing	
  and	
  Reviewing	
  Graph	
  Data	
  
American	
  Art	
  CollaboraEve:	
  PerspecEves	
  and	
  ConsideraEons      15  January  2015
Browsing	
  and	
  Reviewing	
  Graph	
  Data	
  
American	
  Art	
  CollaboraEve:	
  PerspecEves	
  and	
  ConsideraEons      15  January  2015
Personaliza/on	
  and	
  Federa/on 	
  Cleveland	
  Museum	
  of	
  Art	
  “Gallery	
  One”	
  
Users	
  take	
  their	
  selecEons	
  with	
  them	
  through	
  the	
  museum’s	
  galleries	
  
 	
  Personaliza/on	
  and	
  Federa/on	
  
National Gallery of Art
Rousseau, Henri
French 1844-1910
-Tropical Forest with Monkeys
-The Equatorial Jungle
Phillips Collection
Anonymous 19th Century
American c. 1880
-Tropical Forest with Birds
2	
  
1	
  
 	
  Personaliza/on	
  and	
  Federa/on	
  
2	
  
3	
  
5	
  
7	
  
4	
  
1	
  
6	
  
8	
  
9	
  
National Gallery of Art
Architect: John Russell Pope
Built: 1936-1942
American	
  Art	
  CollaboraEve:	
  PerspecEves	
  and	
  ConsideraEons      15  January  2015
American	
  Art	
  CollaboraEve:	
  PerspecEves	
  and	
  ConsideraEons      15  January  2015
American	
  Art	
  CollaboraEve:	
  PerspecEves	
  and	
  ConsideraEons      15  January  2015
Results	
  for	
  Benjamin	
  Franklin	
   534	
  results	
  total	
  
	
  
	
  
	
  
	
  
	
  
	
  
Social	
  Studies	
  
Videos	
  
2	
  Internal	
  
12	
  External	
  
Ac/vity	
  Guides	
  
1	
  Internal	
  	
  
8	
  External	
  
Texts	
  
11	
  Internal	
  
74	
  External	
  
Visuals	
  
8	
  Internal	
  
59	
  External	
  
Subject:	
  All 	
   	
  	
  	
  	
  	
  	
  	
  Curricula:	
  Core 	
  	
  	
  	
  	
  	
  	
  Grade	
  Level:	
  6-­‐12	
  
Available	
  online	
   Available	
  in	
  school	
  district	
   See	
  details	
  
	
  
	
  
My	
  Lesson	
  Plans	
  
Benjamin	
  Franklin:	
  	
  
A	
  Great	
  Thinker	
  
Math	
  
•  Worksheet	
  
	
  
Science	
  
•  On	
  seasonal	
  Eme	
  
(Hudson)	
  
•  Electricity	
  Worksheet	
  
	
  
Civics	
  
•  	
  	
  
Social	
  Studies	
  
•  	
  	
  
Culture	
  
•  Vie	
  de	
  Franklin,	
  écrite	
  
par	
  lui-­‐même	
  -­‐	
  Tome	
  I	
  
(French)	
  
•  Vie	
  de	
  Benjamin	
  
Franklin,	
  écrite	
  par	
  lui-­‐
même	
  -­‐	
  Tome	
  II	
  
(French)	
  
Culture	
  
(57)	
  
	
  	
  	
  
Culture	
  
American	
  Art	
  CollaboraEve:	
  PerspecEves	
  and	
  ConsideraEons      15  January  2015
Emergent	
  Uses:	
  
The	
  Buddhas	
  of	
  Bamiyan	
  
Destruc've	
  
Event	
  
Culture
LD
Culture
LD	
  
Report
Draft
Political
LD
Science
LD
Scientist
Diplomat
Archeologist
Journal
Publication
American	
  Art	
  CollaboraEve:	
  PerspecEves	
  and	
  ConsideraEons      15  January  2015
American	
  Art	
  CollaboraEve:	
  PerspecEves	
  and	
  ConsideraEons      15  January  2015
GOING	
  FORWARD	
  
Communicate	
  value	
  of	
  linked	
  data	
  back	
  
home	
  and	
  abroad	
  
Pay	
  close	
  aSenEon	
  to	
  parallel	
  acEviEes	
  
Share	
  knowledge,	
  experience,	
  needs	
  
Norman	
  Rockwell,	
  “Rosie	
  the	
  Riveter”,	
  1943,	
  Crystal	
  Bridges	
  Museum	
  of	
  American	
  Art	
  	
  	
  	
  hSp://bit.ly/1z132rq	
  
www.designforcontext.com	
  
Duane	
  Degler	
  
	
  @ddegler	
  
	
  duane@designforcontext.com	
  
Neal	
  Johnson	
  
	
  @vanWinkleTunes	
  
	
  neal@designforcontext.com	
  
American	
  Art	
  Collabora/ve	
  
Perspec'ves	
  and	
  Considera'ons	
  
15	
  January	
  2015	
  

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American Art Collaborative: Perspectives and Considerations

  • 1. www.designforcontext.com   Duane  Degler    @ddegler    duane@designforcontext.com   Neal  Johnson    @vanWinkleTunes    neal@designforcontext.com   American  Art  Collabora/ve   Perspec'ves  and  Considera'ons   15  January  2015  
  • 2. American  Art  CollaboraEve:  PerspecEves  and  ConsideraEons      15  January  2015 Confidence  gained  from  presenta/ons  to  AAC  partners   •  CIDOC  CRM  is  a  mature,  extensible,  event-­‐based  ontology   useful  for  modeling  many  types  of  cultural  heritage  data   •  SupplemenEng  technologies,  standards,  and  related  resources   are  developing  rapidly  in  support  of  linked  data  creaEon,   management,  and  use   •  Availability  of  cultural  heritage  Linked  Data  (LD)  is  proliferaEng   •  Cultural  heritage  is  taking  advantage  of  LD  in  creaEve  and   useful  ways   •  AAC  presentaEons  online:  hSp://americanartcollaboraEve.org/info/    
  • 3. American  Art  CollaboraEve:  PerspecEves  and  ConsideraEons      15  January  2015 American  Art  CollaboraEve:  PerspecEves  and  ConsideraEons      15  January  2015 PERSPECTIVES   The  0me  is  right  to  join  a  global  effort   pu<ng  linked  data  forward Jakob  Alt,  “Interior  of  a  Gothic  Church”,  1864,  The  Walters  Art  Museum    hSp://bit.ly/1wQpaiu  
  • 4. American  Art  CollaboraEve:  PerspecEves  and  ConsideraEons      15  January  2015 American  Art  CollaboraEve:  PerspecEves  and  ConsideraEons      15  January  2015 •  LD  is  here  to  stay.  The  Eme  is  right  for  LAMs  to  be  adopEng   and  making  use  of  it.   PERSPECTIVES  
  • 5. American  Art  CollaboraEve:  PerspecEves  and  ConsideraEons      15  January  2015 Linked  Data  is  here  to  stay   “Next-­‐Gen”  data   structure  standard   card   catalog   •  LCSH   •  Dewey  Decimal   Collections RDb RDb   •  MARC,  CIMI   •  RDA,  Z39.50   XML   •  Schemas  (e.g.,  LIDO,   Dublin  Core,  EAD)   RDF   •  Ontologies  (e.g.,   CIDOC,  BIBFRAME)   Organiza'on   Structure,  math   Independence   Expressiveness  
  • 6. American  Art  CollaboraEve:  PerspecEves  and  ConsideraEons      15  January  2015 Linked  Data  can  be  flexibly  adopted  and  integrated   Archives XML Media DAM RDb Collections RDb LD LD  abstrac/on   layer   Access  interface  layer  
  • 7. American  Art  CollaboraEve:  PerspecEves  and  ConsideraEons      15  January  2015 American  Art  CollaboraEve:  PerspecEves  and  ConsideraEons      15  January  2015 •  LD  is  here  to  stay.  The  Eme  is  right  for  LAMs  to  be  adopEng   and  making  use  of  it.   •  Markers  for  ongoing  success  in  linked  data  management?   Same  as  exisEng  data  management.   PERSPECTIVES  
  • 8. American  Art  CollaboraEve:  PerspecEves  and  ConsideraEons      15  January  2015 Markers  for  success   •  Focus  on  goals   •  Long-­‐term  commitment,  not  just  short-­‐term  one-­‐offs   •  Establish  and  maintain  insEtuEonal  authority   •  Find  ways  to  do  more  within  our  resource  constraints   •  Facilitate  integraEon  with  other  data/info  resources   •  Make  technology  transparent  to  end  users   •  Flexibility  and  support  around  change   •  Focus  on  execuEon   •  PracEce  good  project  and  technical  program  management   •  Ensure  maintainability,  scalability,  sustainability,  persistence   •  You  can’t  manage  well  if  you’re  not  measuring  well   •  Iterate,  iterate,  iterate…  
  • 9. American  Art  CollaboraEve:  PerspecEves  and  ConsideraEons      15  January  2015 American  Art  CollaboraEve:  PerspecEves  and  ConsideraEons      15  January  2015 •  LD  is  here  to  stay.  The  Eme  is  right  for  LAMs  to  be  adopEng   and  making  use  of  it.   •  Markers  for  ongoing  success  in  data  and  informaEon   management?  Same  as  exisEng  data  management.   •  Full  scope  of  the  LD  value  proposiEon  is  in  development   by  a  distributed  community  on  a  global  stage.   PERSPECTIVES  
  • 10. American  Art  CollaboraEve:  PerspecEves  and  ConsideraEons      15  January  2015 You  are  par/cipa/ng  in  a  world-­‐wide  effort   •  Use  cases  idenEfying  user  roles,  scenarios,  useful  data  and   informaEon  stores   •  Novel  UI/UX  that  takes  advantage  of  what  LD  can  do  for  us   •  Benefits  both  derived  from,  and  driven  by,  various  models  of   deployment   •  Ensuring  data  is  discoverable  locally  and  at  web  scale   The AAC has a well-timed opportunity to contribute to this effort as a leader
  • 11. American  Art  CollaboraEve:  PerspecEves  and  ConsideraEons      15  January  2015 American  Art  CollaboraEve:  PerspecEves  and  ConsideraEons      15  January  2015 CONSIDERATIONS   Framing  ins0tu0onal  roles  and  scoping   op0ons  for  publishing  linked  data Frederick  C.  Frieseke,  “Alernoon  –  Yellow  Room”,  1910,  Indianapolis  Museum  of  Art      hSp://bit.ly/1y58zNH  
  • 12. American  Art  CollaboraEve:  PerspecEves  and  ConsideraEons      15  January  2015 American  Art  CollaboraEve:  PerspecEves  and  ConsideraEons      15  January  2015 •  InsEtuEonal  strategies   •  Roles  in  the  LD  community   CONSIDERATIONS  
  • 13. American  Art  CollaboraEve:  PerspecEves  and  ConsideraEons      15  January  2015 “Producer”   What  roles  to  play  in  the  LD  community?   Web/   app  UIs   Media DAM RDb Library RDb Collection RDb Collection LD Aggregated Collection LD Package  
  • 14. American  Art  CollaboraEve:  PerspecEves  and  ConsideraEons      15  January  2015 “Consumer”   What  roles  to  play  in  the  LD  community?   Web/   app  UIs   Collection LD Media DAM RDb Library RDb Archives LD Instance Data Vocabs LD Mixed LD
  • 15. American  Art  CollaboraEve:  PerspecEves  and  ConsideraEons      15  January  2015 “Collaborator”   What  roles  to  play  in  the  LD  community?   Shared LD Shared Content Mixed LD Local Vocab LD Vocabs LD Harmonize  
  • 16. American  Art  CollaboraEve:  PerspecEves  and  ConsideraEons      15  January  2015 American  Art  CollaboraEve:  PerspecEves  and  ConsideraEons      15  January  2015 •  InsEtuEonal  strategies   •  Roles  in  the  LD  community   •  Levels  of  engagement  in  the  use  of  LD   CONSIDERATIONS  
  • 17. American  Art  CollaboraEve:  PerspecEves  and  ConsideraEons      15  January  2015 CULTURAL  HERITAGE  DOMAIN  SCALE   INSTITUTION  LD   INSTITUTION  LD   Varying  levels  of  engagement…  gaining  experience   INSTITUTION  LD   WEB  SCALE   SCIENCE  DOMAIN   INSTITUTION  LD   INSTITUTION  LD  
  • 18. American  Art  CollaboraEve:  PerspecEves  and  ConsideraEons      15  January  2015 American  Art  CollaboraEve:  PerspecEves  and  ConsideraEons      15  January  2015 Create   EffecEvely  manage  and   use  your  data   Extend     Share  data  seamlessly   among  partners   Enrich     Integrate  with  broader   humaniEes  and  societal  data  
  • 19. American  Art  CollaboraEve:  PerspecEves  and  ConsideraEons      15  January  2015 American  Art  CollaboraEve:  PerspecEves  and  ConsideraEons      15  January  2015 •  InsEtuEonal  strategies   •  Roles  in  the  LD  community   •  Levels  of  engagement  in  the  use  of  LD   •  Managing  a  broad  range  of  data   CONSIDERATIONS  
  • 20. American  Art  CollaboraEve:  PerspecEves  and  ConsideraEons      15  January  2015 Star/ng  with  collec/on  data  (AAC  Phase  1)   •  Mapping  &  converEng   •  Publishing   •  Maintaining   Collection LD Collection Data Map  &   Convert   Use/ Publish  
  • 21. American  Art  CollaboraEve:  PerspecEves  and  ConsideraEons      15  January  2015 How  broad  a  range  of  data  is  useful  and  feasible?   •  Tombstone  and  broader  collecEons  data   •  Other  semi-­‐structured  and  unstructured  data   Examples   •  Provenance   •  ConsDtuents   •  ExhibiDons   •  Research   •  Notes   •  Video,  audio   •  Interviews   •  LeJers   •  Clippings  
  • 22. American  Art  CollaboraEve:  PerspecEves  and  ConsideraEons      15  January  2015 Supplemen/ng  technologies  for  future   •  Emerging  management  tools  for  semi-­‐structured  /  unstructured  data   •  AnnotaEon   •  Inferencing  and  semanEc  search  engines   •  Persistent  URL  formats  and  management  services   •  Image  management  and  addressing   •  EnEty  and  concept  extracEon  to  support  vocabulary  enhancement   •  Terminology  management  and  shared  vocabularies/libraries   •  Natural  language  processing  and  text  parsers   •  ArEficial  intelligence,  machine  learning  and  automated  analysis   •  InformaEon  visualizaEon   •  Interface  and  applicaEon  frameworks  
  • 23. American  Art  CollaboraEve:  PerspecEves  and  ConsideraEons      15  January  2015 Benefits  for  inclusion  of  not-­‐so-­‐structured  resources   •  Enable  structure  and  consistency   •  Ease  of  construcEon  and  inspecEon  when  creaEng  or  updaEng  the  data   •  Conform  to  industry  standards   •  Ease  of  reuse  in  publishing     •  Normalize  enEEes  (people,  organizaEons,  etc.)  and  dates   •  Standardize  vocabularies  across  your  data  contains  enEEes   •  Use  dates  in  calculaEons,  informaEon  visualizaEon     •  Add  depth  to  your  LD  holdings   •  More  resources  you  can  search  across  and  publish  to  the  world  
  • 24. American  Art  CollaboraEve:  PerspecEves  and  ConsideraEons      15  January  2015 American  Art  CollaboraEve:  PerspecEves  and  ConsideraEons      15  January  2015 •  InsEtuEonal  strategies   •  Roles  in  the  LD  community   •  Levels  of  engagement  in  the  use  of  LD   •  Managing  a  broad  range  of  data   •  Measuring  the  value  of  LD  iniEaEves  for  the  insEtuEon   CONSIDERATIONS  
  • 25. American  Art  CollaboraEve:  PerspecEves  and  ConsideraEons      15  January  2015 Measuring  the  value  of  LD  ini/a/ves  for  the  ins/tu/on   •  What  defines  “success”  in  our  use  of  LD?   •  Within  our  insEtuEons   •  With  partners  and  the  public   •  How  our  LD  is  used  by  3rd  parEes   •  CollecEve  impact  of  our  efforts   •  Where  can  we  look  to  idenEfy  our  impact?   •  Changes  in  data  consumpEon,  traffic   •  Changes  in  the  number  or  character  of  users  or  partners   •  Greater  quality  or  flexibility  of  use   •  Greater  quality  of  the  quesEons  arising  from  use   •  Others  ?  
  • 26. American  Art  CollaboraEve:  PerspecEves  and  ConsideraEons      15  January  2015 American  Art  CollaboraEve:  PerspecEves  and  ConsideraEons      15  January  2015 •  InsEtuEonal  strategies   •  Models  for  expression  of  LD  resources   •  FederaEon  and  aggregaEon   CONSIDERATIONS  
  • 27. American  Art  CollaboraEve:  PerspecEves  and  ConsideraEons      15  January  2015 Federa/on  and  aggrega/on   FederaDon:  Real-­‐Time   Source 1 Source 2 Source 3 Access  
  • 28. American  Art  CollaboraEve:  PerspecEves  and  ConsideraEons      15  January  2015 Federa/on  and  aggrega/on   FederaDon:  Cached   Access   *cache  &  refresh   Source 1 Source 2 * *
  • 29. American  Art  CollaboraEve:  PerspecEves  and  ConsideraEons      15  January  2015 Federa/on  and  aggrega/on   AggregaDon:  Single-­‐point   Source 1 Source 2 Source 3 AggregateAccess  
  • 30. American  Art  CollaboraEve:  PerspecEves  and  ConsideraEons      15  January  2015 Federa/on  and  aggrega/on   AggregaDon:  MulE-­‐point   Source 1 Source 2 Source 3 Aggregate Access   Aggregate
  • 31. American  Art  CollaboraEve:  PerspecEves  and  ConsideraEons      15  January  2015 Federa/on  and  aggrega/on   Federa'on:  Real-­‐Time   Federa'on:  Cached   Aggrega'on:  Single-­‐point   Aggrega'on:  MulE-­‐point  
  • 32. American  Art  CollaboraEve:  PerspecEves  and  ConsideraEons      15  January  2015 American  Art  CollaboraEve:  PerspecEves  and  ConsideraEons      15  January  2015 •  InsEtuEonal  strategies   •  Models  for  expression  of  LD  resources   •  FederaEon  and  aggregaEon   •  Balancing  data  models  for  completeness  and  usability   CONSIDERATIONS  
  • 33. American  Art  CollaboraEve:  PerspecEves  and  ConsideraEons      15  January  2015 Modeling  for  completeness   A  scene  on   the  Ice   Produc/on   Part   Produc/on   Part   Produc/on   Part   Produc/on   Part   Consists  of   Produc/on   Event   Was  produced  by   Amsterdam   Avercamp   Painted   c.  1625   Took  place  at   Has  type   Carried  out  by   Has  /mespan   Ska/ng   Refers  to   Concept  Carries  
  • 34. American  Art  CollaboraEve:  PerspecEves  and  ConsideraEons      15  January  2015 Modeling  short-­‐cuts  for  local  needs  and  usability   A  scene  on   the  Ice   Produc/on   Part   Produc/on   Part   Produc/on   Part   Produc/on   Part   Consists  of   Produc/on   Event   Was  produced  by   Amsterdam   Avercamp   Painted   c.  1625   Took  place  at   Has  type   Carried  out  by   Has  /mespan   Ska/ng   Refers  to   Concept  Carries   Created  at   Is  about   Worked  in  
  • 35. American  Art  CollaboraEve:  PerspecEves  and  ConsideraEons      15  January  2015 American  Art  CollaboraEve:  PerspecEves  and  ConsideraEons      15  January  2015 •  InsEtuEonal  strategies   •  Models  for  expression  of  LD  resources   •  FederaEon  and  aggregaEon   •  Balancing  data  models  for  completeness  and  usability   •  Harmonizing  and  inferencing   CONSIDERATIONS  
  • 36. American  Art  CollaboraEve:  PerspecEves  and  ConsideraEons      15  January  2015 Museum  2  Museum  1   Harmonizing   Artwork 1 <creatorOf>   Artwork 3 <creatorOf>   <sameAs>   Ar/st  A   Ar/st  A   Artwork 2 LD  Virtual  Museum   Artwork  1   Artwork  3   <creatorOf>   Artwork 2 Ar/st  A  
  • 37. American  Art  CollaboraEve:  PerspecEves  and  ConsideraEons      15  January  2015 Inferencing   “Inferencing”  provides  an  automated  assist  to  help  derive  meaning   and  context  across  large  and/or  heterogeneous  data  sets   Museum   <creatorOf>   <accessionedBy>   <collectedBy>   Ar/st   Artwork  
  • 38. American  Art  CollaboraEve:  PerspecEves  and  ConsideraEons      15  January  2015 American  Art  CollaboraEve:  PerspecEves  and  ConsideraEons      15  January  2015 EXAMPLES  AND  IDEAS   How  might  we  use  linked  data? Charles    Wilson  Peale,  “The  ArEst  in  His  Museum”,  1882,  Philadelphia  Academy  of  the  Fine  Arts      hSp://bit.ly/1yc2gVM    
  • 39. American  Art  CollaboraEve:  PerspecEves  and  ConsideraEons      15  January  2015 American  Art  CollaboraEve:  PerspecEves  and  ConsideraEons      15  January  2015 •  Data  creaEon  and  management   •  Browsing  and  reviewing  graph  data   •  PersonalizaEon  and  federaEon   •  Deep  analysis  and  ideaEon   •  Cross-­‐domain  visibility   •  Emergent  uses   EXAMPLES  AND  IDEAS  
  • 40. American  Art  CollaboraEve:  PerspecEves  and  ConsideraEons      15  January  2015 Data  crea/on  and  management                    Carnegie  Museum  Provenance  App  
  • 41. American  Art  CollaboraEve:  PerspecEves  and  ConsideraEons      15  January  2015 Data  crea/on  and  management                    Carnegie  Museum  Provenance  App  
  • 42. American  Art  CollaboraEve:  PerspecEves  and  ConsideraEons      15  January  2015 Data  crea/on  and  management                  Carnegie  Museum  Provenance  App  
  • 43. American  Art  CollaboraEve:  PerspecEves  and  ConsideraEons      15  January  2015 Browsing  and  Reviewing  Graph  Data  
  • 44. American  Art  CollaboraEve:  PerspecEves  and  ConsideraEons      15  January  2015 Browsing  and  Reviewing  Graph  Data  
  • 45. American  Art  CollaboraEve:  PerspecEves  and  ConsideraEons      15  January  2015 Browsing  and  Reviewing  Graph  Data  
  • 46. American  Art  CollaboraEve:  PerspecEves  and  ConsideraEons      15  January  2015 Personaliza/on  and  Federa/on  Cleveland  Museum  of  Art  “Gallery  One”   Users  take  their  selecEons  with  them  through  the  museum’s  galleries  
  • 47.    Personaliza/on  and  Federa/on   National Gallery of Art Rousseau, Henri French 1844-1910 -Tropical Forest with Monkeys -The Equatorial Jungle Phillips Collection Anonymous 19th Century American c. 1880 -Tropical Forest with Birds 2   1  
  • 48.    Personaliza/on  and  Federa/on   2   3   5   7   4   1   6   8   9   National Gallery of Art Architect: John Russell Pope Built: 1936-1942
  • 49. American  Art  CollaboraEve:  PerspecEves  and  ConsideraEons      15  January  2015
  • 50. American  Art  CollaboraEve:  PerspecEves  and  ConsideraEons      15  January  2015
  • 51. American  Art  CollaboraEve:  PerspecEves  and  ConsideraEons      15  January  2015 Results  for  Benjamin  Franklin   534  results  total               Social  Studies   Videos   2  Internal   12  External   Ac/vity  Guides   1  Internal     8  External   Texts   11  Internal   74  External   Visuals   8  Internal   59  External   Subject:  All                Curricula:  Core              Grade  Level:  6-­‐12   Available  online   Available  in  school  district   See  details       My  Lesson  Plans   Benjamin  Franklin:     A  Great  Thinker   Math   •  Worksheet     Science   •  On  seasonal  Eme   (Hudson)   •  Electricity  Worksheet     Civics   •      Social  Studies   •      Culture   •  Vie  de  Franklin,  écrite   par  lui-­‐même  -­‐  Tome  I   (French)   •  Vie  de  Benjamin   Franklin,  écrite  par  lui-­‐ même  -­‐  Tome  II   (French)   Culture   (57)         Culture  
  • 52. American  Art  CollaboraEve:  PerspecEves  and  ConsideraEons      15  January  2015 Emergent  Uses:   The  Buddhas  of  Bamiyan   Destruc've   Event   Culture LD Culture LD   Report Draft Political LD Science LD Scientist Diplomat Archeologist Journal Publication
  • 53. American  Art  CollaboraEve:  PerspecEves  and  ConsideraEons      15  January  2015 American  Art  CollaboraEve:  PerspecEves  and  ConsideraEons      15  January  2015 GOING  FORWARD   Communicate  value  of  linked  data  back   home  and  abroad   Pay  close  aSenEon  to  parallel  acEviEes   Share  knowledge,  experience,  needs   Norman  Rockwell,  “Rosie  the  Riveter”,  1943,  Crystal  Bridges  Museum  of  American  Art        hSp://bit.ly/1z132rq  
  • 54. www.designforcontext.com   Duane  Degler    @ddegler    duane@designforcontext.com   Neal  Johnson    @vanWinkleTunes    neal@designforcontext.com   American  Art  Collabora/ve   Perspec'ves  and  Considera'ons   15  January  2015