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Play with Data
Open GLAM Now
November 20, 2019
Creating Wonder Through
Digitization
Cleveland Museum of Art
https://www.raa.se/in-english/events-seminars-and-cultural-experiences/open-digital-heritage/
Jane Alexander
Chief Digital Information Officer,
The Cleveland Museum of Art
@janecalexander
“The Cleveland Museum of Art
creates transformative experiences
through art, ‘for the benefit of all the
people forever’”
CMA Mission
Bringing our mission into the digital age...
“We are Deeply Committed to the Use of
Technology as an Interpretive Tool”
— William Griswold, Director of the Cleveland
Museum of Art, MW Tour April 2017
Director Support!
Are they uncomfortable?
Technology and the Art Museum, MET 1967
Cataloguing at CMA 2010…
The road to digitization
Renovation
• Galleries closed on rotation
~ 7 years
• Collection deinstalled –
storage
• Opportunity for digitization
• Idea for a new space
• Re-engineer back-end
system
Now
• 90% digitized
• 100% by Fall 2020
Original Gallery One 2012
ArtLens Wall is a 40-foot
interactive, multitouch, MicroTile
wall that displays all objects in the
museum’s collection
ArtLens Wall
ArtLens App
• Interactive map
• Docks to interactives
• Museum guided tours
• Data on every object on view
• Available on ipad, iphone,
Android
• Content updates every 15
minutes
FLEXIBLE AND FULLY–INTEGRATED
Gallery One  ARTLENS Gallery
“Effective iterative design requires constant
analysis, continued learning and all the
while improving without re-inventing.”
— Jane Alexander, Chief Digital Information Officer,
The Cleveland Museum of Art (2018)
STANDARDIZED DEVELOPMENT ENVIRONMENT
UPDATES EVERY 15 MINUTES
ONE SOURCE OF TRUTH
Gaze
Tracker
Machine Learning and Facial Recognition
ArtLens Beacon
Visitors See Results
What do educators and
curators need to create
evolving digital spaces?
ArtLens Exhibition
Over 1,000 frames
of 4K photography
Show More
Relate Physical to Digital
CMA ARTLENS Exhibition
Cleveland, OH
Play with Scale
(The Old Label)
Author ‘New Labels’
2019: From 360s to
Photogrammetry
Scan Artworks:
even 3D Artworks!
Updated ArtLens App
ARTLENS Gallery:
Is it working?
t
ANALYTICS
We've been collecting from the beginning
COLLECT
SHARE
ANALYZE
(well, best we could)
In 2018, the CMA’s
Research and Evaluation
team and Rockman
concluded a two-year project
to examine new ways of
measuring the impact of
digital interactives in art
museums. They used
ARTLENS Gallery as a Case
Study
Bolander, E.,Ridenour, H.,Quimby, C. 2019. Art Museums and Technology: Developing
New Metrics to Measure Visitor Engagement. Project funding was generously provided by
the National Endowment for the Arts ArtWorks program.
Findings from Evaluation 2019
Bolander, E.,Ridenour, H.,Quimby, C. 2019. Art Museums and Technology: Developing New Metrics to Measure Visitor Engagement. Project funding was generously
provided by the National Endowment for the Arts ArtWorks program.
36% of the participants
spent time in ARTLENS
Gallery
People who visited
ARTLENS Gallery
demonstrated greater
gains in self-reported level
of art understanding and
knowledge
Where Are People Going?
How Long Are They Staying There?
Where Do They Go Next?
What Are They Learning?
We Still Want To Know:
Analyzing Visitor Experience with
Meraki Wireless Access Points
Meraki allows us to collect data from any wireless antenna hitting
our wifi access points, whether they’ve logged onto our wireless
network or not.
YES, we have “Big Data”
• 105 wireless access points
• 1-2 million rows of data per day
• 0.4 GB per day just for search indexes
• A system of 8 separate cloud services
(plus Tableau) to process it all
But there were some challenges
• Noisy data
• Translating devices to visitors
• Building trust
• Facilitating adoption
t
Using a data scientist to interpret this data
1
2
3
4
5
The visitor
most likely
traveled this
way
t
t
t
• Visitors who DID
NOT visit ARTLENS
(177k)
• Spent 2.2 hours on
average in museum
These visitors go to few
spaces overall
t
• Visitors who DID
visit ARTLENS (82K)
• Spent 12 minutes longer
at the museum
These visitors
interact with
almost 4 times
the number of
spaces!
t
• Visitors who spent >5
min in ARTLENS (37k)
• Spent 36 minutes more at the
museum!
These visitors
interact with
more spaces, for
even longer
periods of time
They’re likely
spending more
money at the café!
t
...visitors who spend at least 5 minutes in
ARTLENS Gallery are spending
approximately 35 minutes longer in the
museum compared to those who do not
visit ARTLENS Gallery.
t
And now we can ask questions like this
... Does the selection of artworks in
ARTLENS impact gallery visits?
t
4
5
t
We’re connecting ARTLENS
games with gallery visits…
WOW!
4
6
General Data Protection Regulation (GDPR)
• “Companies need your consent
to collect your data”
• What constitutes “personal data”?
• How does this affect museums?
• All personal data is encrypted
Open Access
• Back-end changes allow us to be more
flexible and implement innovative projects
more easily.
• For example, our new API – allowed us to
implement Open Access…
Through this initiative, the
CMA’s collection is a part of the
lives of our users for the
broadest possibilities of artistic
creation, business innovation,
education, and scholarly
practice.
t
Launched with:
• API
• GitHub Repository
• Azure Search
• New Collection
Online
• Descriptive text
t
Partnerships
Metadata Available to Public
Accession number Creator role Related work
Artist biography Credit line Related work location
Catalogue raisonne Culture Related work type
Citations Current location State of the work
Copyright Department Subject matter description
Creation date Digital didactic** Support material
Creation date earliest Edition of the work Technique
Creation date latest Fun fact Title
Creator description Inscriptions Title in original language
Creator extent Inscription translations Type
Creator name in original language Measurements Watermarks
Creator qualifier Provenance Exhibition History
Since Launch
t
Powerful, flexible smart-search
Many metadata fields available to scholars
Clear explanation of CC0 on every page
Department
Bots
Created by the
public
Tweet
randomly
selected
artworks every
day using API
data
Artwork in Games
Coding classes finding fun imagery from CMA’s collection
Another Game:
“cuttlefish in
the museum”
High Fashion
Dolce & Gabbana June 2019
CMA's Cupid and Psyche, Jaques-Louis David, 1817 (1962.37)
Data
Visualization
Hackathon
participants
found
predominant
colors
Engagement
with CMA's
API
Analytics – Wikimedia vs. cma.org
Artwork Views, 4 Months (May-Aug)
en.wikipedia.org:
www.clevelandart.org:
224,872
2,503,195
Top 10 Artworks on Collection Online
Top 10 CMA Artworks on Wikipedia
Artwork by Department
Decorative Art and Design
Artwork by Department
Egyptian and Ancient Near Eastern Art
The (CMA) team has come to embrace digital
as in perpetual beta, constantly reinventing
itself, continually pushing the boundaries of
what’s technically and humanly possible in a
museum. This is a place of exciting
discomfort and possibility. We don’t yet know
what kind of innovation the future will bring
but we will strive to meet everyone’s needs,
For the Benefit of All the People, Forever.”  
— Jane C. Alexander, Chief Digital Information
Officer, The Cleveland Museum of Art
“
What’s Next?
CMA director
William Griswold
Thank You
Jane Alexander, Chief Digital Information Officer
The Cleveland Museum of Art
@janecalexander

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Play With Data: OpenGLAM Now 11/20/2019

  • 1. Play with Data Open GLAM Now November 20, 2019 Creating Wonder Through Digitization Cleveland Museum of Art https://www.raa.se/in-english/events-seminars-and-cultural-experiences/open-digital-heritage/
  • 2. Jane Alexander Chief Digital Information Officer, The Cleveland Museum of Art @janecalexander
  • 3. “The Cleveland Museum of Art creates transformative experiences through art, ‘for the benefit of all the people forever’” CMA Mission Bringing our mission into the digital age...
  • 4. “We are Deeply Committed to the Use of Technology as an Interpretive Tool” — William Griswold, Director of the Cleveland Museum of Art, MW Tour April 2017 Director Support!
  • 6. Technology and the Art Museum, MET 1967
  • 8. The road to digitization Renovation • Galleries closed on rotation ~ 7 years • Collection deinstalled – storage • Opportunity for digitization • Idea for a new space • Re-engineer back-end system Now • 90% digitized • 100% by Fall 2020
  • 10. ArtLens Wall is a 40-foot interactive, multitouch, MicroTile wall that displays all objects in the museum’s collection ArtLens Wall
  • 11. ArtLens App • Interactive map • Docks to interactives • Museum guided tours • Data on every object on view • Available on ipad, iphone, Android • Content updates every 15 minutes
  • 12.
  • 14. Gallery One  ARTLENS Gallery
  • 15. “Effective iterative design requires constant analysis, continued learning and all the while improving without re-inventing.” — Jane Alexander, Chief Digital Information Officer, The Cleveland Museum of Art (2018)
  • 16.
  • 17. STANDARDIZED DEVELOPMENT ENVIRONMENT UPDATES EVERY 15 MINUTES ONE SOURCE OF TRUTH
  • 19. Machine Learning and Facial Recognition
  • 21. What do educators and curators need to create evolving digital spaces? ArtLens Exhibition
  • 22. Over 1,000 frames of 4K photography Show More
  • 24. CMA ARTLENS Exhibition Cleveland, OH Play with Scale
  • 27. 2019: From 360s to Photogrammetry
  • 28. Scan Artworks: even 3D Artworks! Updated ArtLens App
  • 30. t ANALYTICS We've been collecting from the beginning COLLECT SHARE ANALYZE (well, best we could)
  • 31. In 2018, the CMA’s Research and Evaluation team and Rockman concluded a two-year project to examine new ways of measuring the impact of digital interactives in art museums. They used ARTLENS Gallery as a Case Study Bolander, E.,Ridenour, H.,Quimby, C. 2019. Art Museums and Technology: Developing New Metrics to Measure Visitor Engagement. Project funding was generously provided by the National Endowment for the Arts ArtWorks program.
  • 32. Findings from Evaluation 2019 Bolander, E.,Ridenour, H.,Quimby, C. 2019. Art Museums and Technology: Developing New Metrics to Measure Visitor Engagement. Project funding was generously provided by the National Endowment for the Arts ArtWorks program. 36% of the participants spent time in ARTLENS Gallery People who visited ARTLENS Gallery demonstrated greater gains in self-reported level of art understanding and knowledge
  • 33. Where Are People Going? How Long Are They Staying There? Where Do They Go Next? What Are They Learning? We Still Want To Know:
  • 34. Analyzing Visitor Experience with Meraki Wireless Access Points Meraki allows us to collect data from any wireless antenna hitting our wifi access points, whether they’ve logged onto our wireless network or not.
  • 35. YES, we have “Big Data” • 105 wireless access points • 1-2 million rows of data per day • 0.4 GB per day just for search indexes • A system of 8 separate cloud services (plus Tableau) to process it all
  • 36. But there were some challenges • Noisy data • Translating devices to visitors • Building trust • Facilitating adoption
  • 37. t Using a data scientist to interpret this data 1 2 3 4 5 The visitor most likely traveled this way
  • 38. t
  • 39. t
  • 40. t • Visitors who DID NOT visit ARTLENS (177k) • Spent 2.2 hours on average in museum These visitors go to few spaces overall
  • 41. t • Visitors who DID visit ARTLENS (82K) • Spent 12 minutes longer at the museum These visitors interact with almost 4 times the number of spaces!
  • 42. t • Visitors who spent >5 min in ARTLENS (37k) • Spent 36 minutes more at the museum! These visitors interact with more spaces, for even longer periods of time They’re likely spending more money at the café!
  • 43. t ...visitors who spend at least 5 minutes in ARTLENS Gallery are spending approximately 35 minutes longer in the museum compared to those who do not visit ARTLENS Gallery.
  • 44. t And now we can ask questions like this ... Does the selection of artworks in ARTLENS impact gallery visits?
  • 45. t 4 5
  • 46. t We’re connecting ARTLENS games with gallery visits… WOW! 4 6
  • 47. General Data Protection Regulation (GDPR) • “Companies need your consent to collect your data” • What constitutes “personal data”? • How does this affect museums? • All personal data is encrypted
  • 48. Open Access • Back-end changes allow us to be more flexible and implement innovative projects more easily. • For example, our new API – allowed us to implement Open Access…
  • 49.
  • 50. Through this initiative, the CMA’s collection is a part of the lives of our users for the broadest possibilities of artistic creation, business innovation, education, and scholarly practice.
  • 51. t Launched with: • API • GitHub Repository • Azure Search • New Collection Online • Descriptive text
  • 53. Metadata Available to Public Accession number Creator role Related work Artist biography Credit line Related work location Catalogue raisonne Culture Related work type Citations Current location State of the work Copyright Department Subject matter description Creation date Digital didactic** Support material Creation date earliest Edition of the work Technique Creation date latest Fun fact Title Creator description Inscriptions Title in original language Creator extent Inscription translations Type Creator name in original language Measurements Watermarks Creator qualifier Provenance Exhibition History
  • 54.
  • 56. t
  • 58.
  • 59. Many metadata fields available to scholars
  • 60. Clear explanation of CC0 on every page
  • 62. Artwork in Games Coding classes finding fun imagery from CMA’s collection
  • 64. High Fashion Dolce & Gabbana June 2019 CMA's Cupid and Psyche, Jaques-Louis David, 1817 (1962.37)
  • 66. Analytics – Wikimedia vs. cma.org Artwork Views, 4 Months (May-Aug) en.wikipedia.org: www.clevelandart.org: 224,872 2,503,195
  • 67. Top 10 Artworks on Collection Online
  • 68. Top 10 CMA Artworks on Wikipedia
  • 70. Artwork by Department Egyptian and Ancient Near Eastern Art
  • 71. The (CMA) team has come to embrace digital as in perpetual beta, constantly reinventing itself, continually pushing the boundaries of what’s technically and humanly possible in a museum. This is a place of exciting discomfort and possibility. We don’t yet know what kind of innovation the future will bring but we will strive to meet everyone’s needs, For the Benefit of All the People, Forever.”   — Jane C. Alexander, Chief Digital Information Officer, The Cleveland Museum of Art “
  • 73. Thank You Jane Alexander, Chief Digital Information Officer The Cleveland Museum of Art @janecalexander