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@BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk
http://www.bl.uk/projects/british-library-labs
Funded by the Andrew W. Mellon Foundation and the British Library
Running since March 2013
Building better ‘GLAM Labs'
Experiences and lessons learned from the British Library and around the world with Galleries, Libraries ,
Archives and Museums engaging with researchers, artists, educators and entrepreneurs who want to use
digitised and born digital cultural heritage collections and data for innovative projects.
Mahendra Mahey, Manager of British Library, British Library, London, UK.
Wednesday 27 February 2019, 1330 – 1500 (Keynote)
Talk given on behalf of the British Columbia Research Libraries Group, in the McPherson Library/Mearns Centre for Learning,
Digital Scholarship Commons, Room A308, University of Victoria, Victoria, British Columbia, Canada
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@BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk
http://bl.uk
For research, inspiration and enjoyment for everyone!
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@BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk
The British Library or ‘BL’
Inside the British Library
Space for 1200 readers, around 500,000 visitors per year
Building 37 uses low oxygen and robots
Reading room and delivery to London
Many items stored at Document Supply and Storage centre 48 hours away
Stockton-on-Tees
Author right to payment each time their books
are borrowed from public libraries
St Pancras, London, UK
Many books are stored 4 stories below the building
UK Legal Deposit Library – Reference only
Founded in 1973 though origins stem back to British Museum Library 1753
Boston-Spa
https://youtu.be/gJLIiF15wjQ?t=49
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@BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk
Living Knowledge Vision (2015 – 2023)
Custodianship Research Business
Culture Learning International
To make our intellectual heritage accessible to everyone,
for research, inspiration and enjoyment and be the most open, creative and innovative institution of its
kind by 2023 (50 year anniversary).
Document:http://goo.gl/h41wW7 Speech:https://goo.gl/Py9uHK
Roly Keating (Chief Executive Officer of the British Library)
To make our intellectual heritage accessible to everyone,
for research, inspiration and enjoyment and be the most open, creative and innovative institution of its
kind by 2023 (50 year anniversary).
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@BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk
Collections – not just books!
> 180*million items
> 0.8* m serial titles
> 8* m stamps
> 14* m books
> 6* m sound recordings
> 4* m maps
> 1.6* m musical scores
> 0.3* m manuscripts
> 60* m patents
King’s Library
*Estimates
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@BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk
Have you got X?
https://upload.wikimedia.org/wikipedia/commons/5/50/Real_wuerzburg.jpg
Looking for Physical Content in the British Library
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@BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk
#bldigital
3 %* digitised
* estimate
Digital
Partnerships
Commercial & Other
Organisations
Bias in digitisation
Sample Generator
Over 720 Digital collections
15 %* Openly Licensed – most online
85 %* Available onsite only at the moment
Digitisation / Curating Born Digital
costs money, time, resources
http://www.turing.ac.uk
https://www.turing.ac.uk/research/research-projects/living-machines
Research driven digitisation
Heritage Made Digital
Born Digital
http://www.webarchive.org.uk/ukwa/
https://github.com/BL-Labs/sample_generator_datatools
What percentage/proportion of
our physical collections are
digitised?
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@BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk
Digital access and reuse
• All Libraries need a process for agreeing
terms of access to content
• Many competing concerns
– Re-use
– Open research
– Copyright
– Licensing
– Ethics
– Revenue
• Large collection of books digitised by
funding through Microsoft an early win for
us in 2012 (More later about this collection)
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@BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk
The Story of the Digital Collection…
Digital
Collection
Curator
Who paid for the digitisation?
Who did the digitisation?
Technology used
Born digital?
Published
Unpublished
Where is it?
Access / API?
Can it still be accessed?
Generates income
Reputational risk in using?
Legalities /
Ethics / Morality
Politics when digitised, e.g. Brexit?
Personalities involved
Surprises (e.g. gaps)
Descriptive information
Old format not supported
What media was the
digitisation done from?
Is there any background documentation?
No Descriptive information
Inconsistent descriptive information
Still there?
Good to know the background ‘story’ of a Digital Collection
if you want to use it for projects …
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@BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk
READING
ROOM
NOT ONLINE
OPEN
Onsite @
British Library
£
Labs Residency Model
Competition / Digital Research Support Application
Challenges of access to Digital Collections at the BL
Over 720 Digital collections
15 %* Openly Licensed – most online
85 %* Available onsite only at the moment
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@BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk
Have you got X?
https://upload.wikimedia.org/wikipedia/commons/5/50/Real_wuerzburg.jpg
Looking for Physical Content in the British Library
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@BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk
Have you got X digitised / in digital form?
http://www.yorkmix.com/wp-content/uploads/2014/04/mr-simms-sweet-shoppe-york.jpg
Looking for Digitised / Digital Content in the BL
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@BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk
Finding Open British Library Cultural Heritage Datasets
Collection Guides (234 as of 27/02/2019)
https://www.bl.uk/collection-guides/
Datasets about our collections
Bibliographic datasets relating to our published and archival holdings
Datasets for content mining
Content suitable for use in text and data mining research
Datasets for image analysis
Image collections suitable for large-scale image-analysis-based research
Datasets from UK Web Archive
Data and API services available for accessing UK Web Archive
Digital mapping
Geospatial data, cartographic applications, digital aerial photography and
scanned historic map materials
https://data.bl.uk
Download collections as zips, no API
Each dataset has a Digital Object Identifier (DOI)
can be referenced for research
Over 120 datasets available
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@BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk
Playbills, Books, Newspapers
(includes OCR)
British Library Digital collections & Datasets
British National
Bibliography
http://bnb.data.bl.uk
http://sounds.bl.uk
http://dml.city.ac.uk/
Music (Recordings & Sheet) & Sounds
http://goo.gl/frSMJtBroadcast News (TV and Radio)
http://goo.gl/cwThHw
http://goo.gl/pBkisZhttp://goo.gl/E8aRyQ
Usage dataImages, Manuscripts & Maps
http://www.qdl.qa/
Qatar Digital Library
http://idp.bl.uk/
International
Dunhuang
Project
Maps
http://www.bl.uk/maps/
Hebrew Manuscripts
http://goo.gl/4sbCp9
Flickr &
Wikimedia Commons
https://goo.gl/LZRmaZ
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@BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk
https://goo.gl/qpCLlk
https://goo.gl/wMTS3Z
• Dialogue typically:
– ‘You are in luck’, we have what you are looking for!
– ‘You are in not luck’ but we have this instead…
– Engagement is constantly required to maintain interest in our
digital collections. No engagement no Lab!
• Tend to attract projects with ‘fuzzier’ boundaries
• Labs is open to more flexible, interdisciplinary / collaborative
research
• Artists / Creatives often find engagement with our digital
collections easier than scholars who often want a specific thing…
What engagement does the BL have with
people wanting use our digital content? #bldigital
3 %* digitised
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@BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk
The British Library's Digital Scholarship team
Our mission is to enable the use of the British Library’s digital
collections for research, inspiration, creativity, and enjoyment.
Digital Research
Team
Living with
Machines
BL
Labs
Connect and
share
Support digital
scholars
Agents for
change
Invest in our
staff
Innovate and
collaborate
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@BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk
How do we think about Digital Scholarship?
"Digital scholarship allows research
areas to be investigated in new
ways, using new tools, leading to
new discoveries and analysis to
generate new understanding."
Dr Adam Farquhar
Head of Digital Scholarship
British Library
Scale
Perspective
Speed
Combines methodologies from the
humanities & social science
disciplines with computational tools
provided by computing disciplines
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@BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk
Digital Scholarship methods
Visualisations
Using Application Programming Interfaces
for datasets e.g. Metadata, Images
Transcribing
Annotation
Location based searching & Geo-tagging
Corpus analysis, Text Mining &
Natural Language Processing
Crowdsourcing
Human Computation
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@BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk
Library Labs
– a space to experiment and innovate on-site and on-line
• Expert support and advice
• Essential equipment (software, hardware, storage, network)
• Essential ingredients (data, text, images)
• The ability to create, validate, capture, record, reproduce, archive, and share
results
• Community, tutorials, examples
• Integrated into reference and research workflows
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@BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk
Growing GLAM Labs community…50 and counting…
Survey carried in in Sep 2018
0
5
10
15
20
25
30
35
40
2012 2013 2014 2015 2016 2017 2018 2019 2020
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@BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk
Differences in GLAM Labs
Horses for Courses
• Variation in
– Target users
– Funding sources
– Security models
• Surprises
– Many do not facilitate access to restricted
collections
– Many do not provide dedicated physical space
– Or simultaneous access to digital and physical
Get data here: https://goo.gl/66icov (you need a google
account, you can get one here: https://goo.gl/CGdUhY)
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@BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk
Possible challenges GLAM Labs address
• Money spent on digitising / capturing digital – return on investment, how is
it being used and what value and impact it is having, especially when
opening collections for all.
• What digital collections are there that can be used openly and onsite and
how do we tell people?
• How do we explore the ‘feel’ / ‘shape’ of collections at scale?
• How do we find, explore, augment discovery in often ‘messy’ cultural
heritage data without public APIs?
• How do we discover, celebrate old culture & remix to create new culture?
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@BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk
We can learn how we are and should be supporting our users and this
therefore shapes the services we build and problems and projects we work
on, such as:
https://goo.gl/esqpRb
Why are we doing this? (1)
• Access, discovery to digital collections / data?
• Advice, guidance, technical support, training
• Services, Tools and Processes?
• Many more reasons…but learning where the gaps are
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@BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk
We help people ‘navigate’ their way through the ‘maze’ (sometimes) of the
Library to what they want to do…
Requires understanding the culture of the organisation
Researchers often need a translator/advocate for successful projects.
Learn to wear the spectacles of the organisation, read their vision/strategy documents!
https://goo.gl/62JnQT
Why are we doing this? (2)
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@BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk
Our Audience and Collections
Audience
research &
Digital
interests
Digital
collections we
have
This is where Labs works
It starts with making connections, engagement, talking to people!
All Labs need to do this!
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@BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk
Who do we work with?
Surprises of serendipity and creating luck ?
Researchers
https://goo.gl/WutNyi Artists
http://goo.gl/nNKhQ2
Librarians
Curators
https://goo.gl/9NWZUW
Software Developers
https://goo.gl/7QQ5Tf
Archivists
https://goo.gl/x7b4tg
Educators
https://goo.gl/qh01Mi
Working and Communicating
Entrepreneurs
https://goo.gl/Fx8RG7
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@BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk
Competition
Awards
Projects
Tell us your ideas of what to do with our digital content (2013-16)
Show us what you have already done with our digital content in research,
artistic, commercial, learning and teaching, staff categories
Talk to us about working on collaborative projects
Tell us your ideas of what to do with our digital content
Engagement
• Roadshows
• Events
• Meetings
• Conversations
New! Digital Research Support
How?
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@BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk
Phases of interaction at BL Labs
Submit idea for
support
Ideas always change
Once people experience the data
and culture of the organisation
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@BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk
Labs Engagement 2013 - current
• Over 100 institutions visited
• Over 70,000 miles travelled around UK, USA, Canada,
Australia, Europe, Middle East and Asia!
• 100s presentations & over 100 workshops
• 1500 researchers / artists / entrepreneurs / educators / public
• Over 1000 expressions of interest to use collections
• 150 researchers, artists, entrepreneurs & educators supported
– potential case studies
• 200 TB of data via post
• 9 TB of data on data.bl.uk
• Over a billion views through Labs projects
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@BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk
Hard work, no magic formula!
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@BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk
A dozen BL Labs Lessons!
https://www.flickr.com/photos/26765085@N08/3365589331
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@BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk
Early ‘BL Labs’ lessons 1
https://www.theodysseyonline.com/one-size-does-not-fit-most
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@BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk
Engagement starts with people not technology!
Start a conversation, generate positive energy, encourage
fun/play/experimentation and try to support as many ideas as
is humanly possible, be kind, nice, want to share and
genuinely want to help people!
Early ‘BL Labs’ lessons 2
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@BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk
Run Competitions
Good way to kick start engagement. Spread risk by having
more than one finalist. Ensure entrants own their own IP, but
all ideas are published. Good way to generate ideas for use.
Early ‘BL Labs’ lessons 3
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@BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk
Start small but think big!
Start with small experiments, digital use can be really simple,
but OK to think big!
Early ‘BL Labs’ lessons 4
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@BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk
Keep it open, simple and don’t overcomplicate
Early ‘BL Labs’ lessons 5
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@BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk
Policies and processes for digital re-use are critical
Early ‘BL Labs’ lessons 6
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@BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk
Be brave! Fail fast!
Early ‘BL Labs’ lessons 7
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@BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk
Reject perfectionism, enemy of rapid progress!
Good enough is sometimes…good enough!
(This can be difficult message for Libraries…metadata will never be perfect!)
Early ‘BL Labs’ lessons 8
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@BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk
Services that allow useful exploration of cultural
heritage data are rare!
Early ‘BL Labs’ lessons 9
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@BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk
Training or Collaboration?
Exploring data is difficult to do with large datasets
Often requires specific skills and capabilities that many of our
users don’t have.
Early ‘BL Labs’ lessons 10
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@BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk
Celebrate the uses of digital collections!
Run Awards for those already using your digital materials,
great way to find who is doing what with your digital content.
Early ‘BL Labs’ lessons 11
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@BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk
Success is rare, failure is common!
Success is sometimes all about the right people, place &
right time…so it won’t always happen…
embrace failure, learn from it!
Early ‘BL Labs’ lessons 12
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@BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk
Example of useful pattern of research
for GLAM Labs
• Finding invisible / well hidden things in ‘messy’
historical data
• Unearthing / unlocking hidden histories & data to
stimulate new research
• Celebrating hidden histories / data creatively
through events, art & performance
https://goo.gl/vJ291F
https://goo.gl/mcpa8B
https://goo.gl/Ql0Bwz
Not the British Library!
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@BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk
https://goo.gl/oUNj5N
https://goo.gl/ImAUv4
Finding things in ‘messy’
Optical Character Recognised (OCR) text
Mrs Folly
• Clean up some manually
• Get human ‘ground truth’
• Write code to find things
reliably in it automatically
• Try code on messy content
• Tweak if necessary
• Digital ‘lasso’ around content
• Human sift through
Mrs Folly
An example pattern of research
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@BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk
Code: Machine Learning / Reading
• Labs sometimes use Machine Learning / Reading techniques often
called AI
• Analogies to how humans read / learn
• Machines acquire ‘knowledge’ / data, use that knowledge / data to make sense /
identify patterns
• Labs doing this on a case by case basis so methods
can vary but need computational AND human effort
• Legalities of Text and Data mining being ‘ironed’
out with publishers, on-going…Often a misunderstood …AI for good not evil?
• Perhaps we need a metaphor from history…
https://goo.gl/gXmVQL
https://goo.gl/gDQEAz
https://goo.gl/k68fTf
© £
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@BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk
Smell of soup & Machine Learning
Who pays?
Thanks to Memo Akten (@memotv on twitter) for the inspiration!
https://goo.gl/toq4Bo
Nasreddin, 13th Century Turkish Sufi
http://web2.uvcs.uvic.ca/elc/studyzone/330/reading/smell1.htm
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@BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk
http://victorianhumour.tubmblr.com
Victorian Meme Machine (2014)
https://goo.gl/HMqDt3
Bob Nicholson
http://victorianhumour.tumblr.com/
Bob Nicholson interviewed on
BBC Radio 4 Making History Programme:
http://goo.gl/fmV9ep
And telling jokes to the public:
http://goo.gl/xIDRhz
Bob obtained further funding from his university
Looking for more collaborations
https://www.youtube.com/watch?v=-GRgj7Q5OM0
Rob Walker, Victorian Mother-in-law Jokes
Victorian Comedy Night, 7 Nov 2016
Learnt about access paths
to digital collections
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@BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk
Victorian Meme Machine (2014)
https://www.youtube.com/watch?v=-GRgj7Q5OM0
Rob Walker, Victorian Mother-in-law Jokes
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@BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk
Katrina Navickas (2015)
Political Meetings Mapper
http://politicalmeetingsmapper.co.uk
https://goo.gl/Qq78Oa
Labs Symposium 2015
https://goo.gl/BSA3be
Interview 2015
The Chartist Newspaper
http://goo.gl/vOLSnH
Chartist Monster Meeting
Chartists Walking Tour and
Re-enactment London
Learnt that domain knowledge
reduces noise
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@BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk
Bringing History to Life to engage a wider audience!
https://youtu.be/0lx0CL_dsQs?t=132
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@BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk
Black Abolitionist Performances & their
Presence in Britain (2016) – Hannah-Rose Murray
Frederick
Douglass
Ellen
Craft
Josiah
Henson
Ida B
Wells
A Performance by
Joe Williams &
Martelle Edinborough
http://frederickdouglassinbritain.com/
Started to implement
Machine Learning Techniques
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@BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk
Microsoft Books…Our Dream Collection!!!
What can65,000
books tell us?
Image: Artwork by Alicia Martin
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@BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk
Collection guide by Nora McGregor
https://www.bl.uk/collection-guides/digitised-printed-books
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@BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk
30 August 2012
This is where true magic happens!
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@BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk
Practice what you preach!
Creating our dream example to inspire others
• The Labs team needed to run our own experiments...to understand our users
– ‘Eating own dog food’
• One idea from hack event in June 2013 from Matt Prior looks promising…
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@BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk
Scissors and books – a match made in heaven?
RELAX Librarians!
It’s the digital version…
Done algorithmically via OCR process, details here:
https://goo.gl/jke4sy
https://goo.gl/PVLB1B
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@BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk
Worked better for female faces than men’s
Press
http://mechanicalcurator.tumblr.com
Posts image every 30 minutes
http://www.flickr.com/photos/britishlibrary/
1,020,418 images
need tagging!
Creative uses of images
Face recognition
Algorithms based on photos
Mechanical Curator
with an algorithmic brain
(Circles, Squares and Slanty etc)
http://goo.gl/qPPgxX
Internal IT / Wikimedia
Flickr Commons
Individual URL & API
Snipping out images
from 65,000 Digitised Books*
https://goo.gl/FgZ4HM
Work @ BL by Ben O’Steen, Labs & Digital Research Team*Matt Prior - http://goo.gl/j29Tnx
Tumblr
*Estimates
>1000,000,000* views
>17,500,000* tags
Since Dec 2013
>More demand to see
physical items
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@BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk
Tagging a million images
Iterative Crowdsourcing
http://goo.gl/j6fxac
Cardiff University’s
Lost Visions Project
http://www.metadatagames.org/
Metadata Games
James Heald
Mario Klingemann
Chico 45
Use computational methods
Human Tagger
Top British Library Flickr Commons Taggers
18 hard core taggers
How to reward and keep motivated?
Average for ‘crowd’ is 1 tag per person
Mobile games for ‘Ships’, ‘Covers’ and ‘Portraits’ Interface for tagging
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@BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk
Adam Crymble: Crowdsource Arcade
http://goo.gl/LBfJ4W
http://goo.gl/OH9pOZ
https://goo.gl/7z0j8p
30 mins talk
Labs Symposium (2015)
https://goo.gl/SSRsdd
5 min interview (2015)
http://goo.gl/0APpE8
Game Jam
Using Arcade Games
to help Tag images
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@BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk
Results of a Game Jam
https://youtu.be/xoCgHo2rwN4?t=82
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@BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk
Special Jury’s Prize (2015)
James Heald – Wikimedia and Map work
https://goo.gl/WYZCB2
http://goo.gl/HNQq5e
https://goo.gl/VPgffL
https://commons.wikimedia.org/
https://goo.gl/djtm1b
Labs Symposium (2015)Geotagging maps
50,000 Maps
Found in Flickr 1 million
Human & Computational Tagging
& Community engagement
Geo-referencing work
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@BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk
SherlockNet: Karen Wang, Luda Zhao and Brian Do
Using Convolutional Neural Networks to Automatically Tag and Caption
the British Library Flickr Commons 1 million Image Collection
12 categories
>15.5 million tags added
>100,000 captions
bit.ly/sherlocknet
Pooled surrounding
OCR text on page
from similar images
Used Microsoft COCO (photographs) &
British Museum Prints and Drawings
collections as training sets.
Tags Captions
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@BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk
Visibility – What happened to our Flickr images?
Understanding value / impact of making the BL’s data open / in the public domain
Peter Balman developed an analytics dashboard for the Library showing what is
happening to our open Images
Number one use was?
Challenge details: http://goo.gl/Hb6l4A
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@BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk
David Normal - Artist
https://youtu.be/Q3SBxO34Zlc
‘It was beyond my wildest dreams’
66
@BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk
Conflamingulation by David Normal
67
@BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk
Curioscillotropy by David Normal
68
@BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk
Ostrischizocracy by David Normal
69
@BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk
Purcogitoresque by David Normal
70
@BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk
Late August / Early September 2014
Four of these
surrounded the
Burning Man in
Nevada Desert
Crossroads of Curiosity
@ Burning Man
71
@BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk
Let’s have a party!
Exhibited from
June to Nov 2015
20th June 2015
Music mix by DJ Yoda using British Library Sounds: https://goo.gl/z3k4JT
Images from Burning Man and Flickr
brought into the Poet’s Circle
Physical
DigitalDigital
Physical
72
@BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk
http://goo.gl/dM8ieA
Tragic Looking Women
44 Men who Look 44
(Notice the direction faces)
A Hat on the Ground
Spells trouble
Mario Klingemann – Code Artist
Our first Artistic Award winner!
73
@BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk
Mario Klingemann – AI Portraits
The Butcher’s Son
2018 LUMEN Prize winner
https://lumenprize.com/a-i-portrait-scoops-gold/
https://goo.gl/ggpw1n
74
@BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk
Hey there Young Sailor – from Malaysia – Ling Low
Ling Low 2016 – Hey there Young Sailor
https://www.youtube.com/watch?v=bcOP1E5bRE0
VIMEO.COM/SWEETANDLOWFILMS
@SWEETNLOWFILMS ON INSTAGRAM
@SWEETNLOWLING ON TWITTER
The Impatient Sisters
75
@BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk
Hey there young sailor
https://youtu.be/bcOP1E5bRE0?t=99
76
@BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk
Imaginary Cities
Exhibition 2019 (Michael Takeo Magruder)
An artistic exploration seeking to create provocative fictional cityscapes for the Information Age
from the British Library’s digital collection of historic urban maps
Virtual Reality with Unity 3D
Exhibition: 4 April to 14 July 2019
77
@BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk
Michael Takeo Magruder – Artist Residency
https://youtu.be/hUWhc_nLyZU?t=208
78
@BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk
Building GLAM Labs
The Cookbook and Showcase!
Coming soon!
79
@BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk
Why this presentation?
• GLAM Labs are emerging around the world
• We share common goals to
– Understand the value of a digital Lab for GLAMs
– Share what we know and learn from others!
– Explore differences in approaches
– Build a support network
– Build better GLAM Labs
80
@BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk
We want you to join us if you work in GLAM Labs!
Next event is in Copenhagen, 4-5 March 2019, see programme: https://goo.gl/xNRxaS
81
@BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk
Outcomes of GLAM Labs network
•Make existing or planned GLAM Labs be the best they can be
•Increase our joint understanding
•Build a supportive, kind, generous caring network
•Tell the world what we do and what you do!
82
@BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk
Many miles to go…
Thanks to:
Eleanor Cooper (0.5) BL Labs
Adam Farquhar (Principal Investigator)
Alumini
Ben O’Steen – Tech Lead
Hana Lewis (0.5) BL Labs Project Officer
Digital Scholarship team at the BL
83
@BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk
http://www.bl.uk/projects/british-library-labs
Funded by the Andrew W. Mellon Foundation and the British Library
84
@BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk
Thank you!
British Columbia Research Libraries for inviting me and supporting this trip, University of
Victoria for hosting and supporting this trip and especially Scott Johnston from the
McPherson Library, University of Victoria for helping organising this trip!
85
@BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk
In honour of…
my Canadian Indian/Punjabi family (past and
present)…who settled in Vancouver and Victoria
…from the early 1960s via India & Fiji
86
@BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk
Questions?
Prompt Question
I didn’t understand…. Can you tell me more about…
Why did you… I am not sure about…
What if… Why didn’t you…
What’s the best thing about… What was the worst thing…
If you could have your time again, … How did you…
I am not sure I agree about… What was the biggest challenge…
What was the most successful thing about… Who did…

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Building Better 'GLAM Labs' Experiences

  • 1. 1 @BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk http://www.bl.uk/projects/british-library-labs Funded by the Andrew W. Mellon Foundation and the British Library Running since March 2013 Building better ‘GLAM Labs' Experiences and lessons learned from the British Library and around the world with Galleries, Libraries , Archives and Museums engaging with researchers, artists, educators and entrepreneurs who want to use digitised and born digital cultural heritage collections and data for innovative projects. Mahendra Mahey, Manager of British Library, British Library, London, UK. Wednesday 27 February 2019, 1330 – 1500 (Keynote) Talk given on behalf of the British Columbia Research Libraries Group, in the McPherson Library/Mearns Centre for Learning, Digital Scholarship Commons, Room A308, University of Victoria, Victoria, British Columbia, Canada
  • 2. 2 @BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk http://bl.uk For research, inspiration and enjoyment for everyone!
  • 3. 3 @BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk The British Library or ‘BL’ Inside the British Library Space for 1200 readers, around 500,000 visitors per year Building 37 uses low oxygen and robots Reading room and delivery to London Many items stored at Document Supply and Storage centre 48 hours away Stockton-on-Tees Author right to payment each time their books are borrowed from public libraries St Pancras, London, UK Many books are stored 4 stories below the building UK Legal Deposit Library – Reference only Founded in 1973 though origins stem back to British Museum Library 1753 Boston-Spa https://youtu.be/gJLIiF15wjQ?t=49
  • 4. 4 @BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk Living Knowledge Vision (2015 – 2023) Custodianship Research Business Culture Learning International To make our intellectual heritage accessible to everyone, for research, inspiration and enjoyment and be the most open, creative and innovative institution of its kind by 2023 (50 year anniversary). Document:http://goo.gl/h41wW7 Speech:https://goo.gl/Py9uHK Roly Keating (Chief Executive Officer of the British Library) To make our intellectual heritage accessible to everyone, for research, inspiration and enjoyment and be the most open, creative and innovative institution of its kind by 2023 (50 year anniversary).
  • 5. 5 @BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk Collections – not just books! > 180*million items > 0.8* m serial titles > 8* m stamps > 14* m books > 6* m sound recordings > 4* m maps > 1.6* m musical scores > 0.3* m manuscripts > 60* m patents King’s Library *Estimates
  • 6. 6 @BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk Have you got X? https://upload.wikimedia.org/wikipedia/commons/5/50/Real_wuerzburg.jpg Looking for Physical Content in the British Library
  • 7. 7 @BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk #bldigital 3 %* digitised * estimate Digital Partnerships Commercial & Other Organisations Bias in digitisation Sample Generator Over 720 Digital collections 15 %* Openly Licensed – most online 85 %* Available onsite only at the moment Digitisation / Curating Born Digital costs money, time, resources http://www.turing.ac.uk https://www.turing.ac.uk/research/research-projects/living-machines Research driven digitisation Heritage Made Digital Born Digital http://www.webarchive.org.uk/ukwa/ https://github.com/BL-Labs/sample_generator_datatools What percentage/proportion of our physical collections are digitised?
  • 8. 8 @BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk Digital access and reuse • All Libraries need a process for agreeing terms of access to content • Many competing concerns – Re-use – Open research – Copyright – Licensing – Ethics – Revenue • Large collection of books digitised by funding through Microsoft an early win for us in 2012 (More later about this collection)
  • 9. 9 @BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk The Story of the Digital Collection… Digital Collection Curator Who paid for the digitisation? Who did the digitisation? Technology used Born digital? Published Unpublished Where is it? Access / API? Can it still be accessed? Generates income Reputational risk in using? Legalities / Ethics / Morality Politics when digitised, e.g. Brexit? Personalities involved Surprises (e.g. gaps) Descriptive information Old format not supported What media was the digitisation done from? Is there any background documentation? No Descriptive information Inconsistent descriptive information Still there? Good to know the background ‘story’ of a Digital Collection if you want to use it for projects …
  • 10. 10 @BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk READING ROOM NOT ONLINE OPEN Onsite @ British Library £ Labs Residency Model Competition / Digital Research Support Application Challenges of access to Digital Collections at the BL Over 720 Digital collections 15 %* Openly Licensed – most online 85 %* Available onsite only at the moment
  • 11. 11 @BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk Have you got X? https://upload.wikimedia.org/wikipedia/commons/5/50/Real_wuerzburg.jpg Looking for Physical Content in the British Library
  • 12. 12 @BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk Have you got X digitised / in digital form? http://www.yorkmix.com/wp-content/uploads/2014/04/mr-simms-sweet-shoppe-york.jpg Looking for Digitised / Digital Content in the BL
  • 13. 13 @BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk Finding Open British Library Cultural Heritage Datasets Collection Guides (234 as of 27/02/2019) https://www.bl.uk/collection-guides/ Datasets about our collections Bibliographic datasets relating to our published and archival holdings Datasets for content mining Content suitable for use in text and data mining research Datasets for image analysis Image collections suitable for large-scale image-analysis-based research Datasets from UK Web Archive Data and API services available for accessing UK Web Archive Digital mapping Geospatial data, cartographic applications, digital aerial photography and scanned historic map materials https://data.bl.uk Download collections as zips, no API Each dataset has a Digital Object Identifier (DOI) can be referenced for research Over 120 datasets available
  • 14. 14 @BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk Playbills, Books, Newspapers (includes OCR) British Library Digital collections & Datasets British National Bibliography http://bnb.data.bl.uk http://sounds.bl.uk http://dml.city.ac.uk/ Music (Recordings & Sheet) & Sounds http://goo.gl/frSMJtBroadcast News (TV and Radio) http://goo.gl/cwThHw http://goo.gl/pBkisZhttp://goo.gl/E8aRyQ Usage dataImages, Manuscripts & Maps http://www.qdl.qa/ Qatar Digital Library http://idp.bl.uk/ International Dunhuang Project Maps http://www.bl.uk/maps/ Hebrew Manuscripts http://goo.gl/4sbCp9 Flickr & Wikimedia Commons https://goo.gl/LZRmaZ
  • 15. 15 @BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk https://goo.gl/qpCLlk https://goo.gl/wMTS3Z • Dialogue typically: – ‘You are in luck’, we have what you are looking for! – ‘You are in not luck’ but we have this instead… – Engagement is constantly required to maintain interest in our digital collections. No engagement no Lab! • Tend to attract projects with ‘fuzzier’ boundaries • Labs is open to more flexible, interdisciplinary / collaborative research • Artists / Creatives often find engagement with our digital collections easier than scholars who often want a specific thing… What engagement does the BL have with people wanting use our digital content? #bldigital 3 %* digitised
  • 16. 16 @BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk The British Library's Digital Scholarship team Our mission is to enable the use of the British Library’s digital collections for research, inspiration, creativity, and enjoyment. Digital Research Team Living with Machines BL Labs Connect and share Support digital scholars Agents for change Invest in our staff Innovate and collaborate
  • 17. 17 @BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk How do we think about Digital Scholarship? "Digital scholarship allows research areas to be investigated in new ways, using new tools, leading to new discoveries and analysis to generate new understanding." Dr Adam Farquhar Head of Digital Scholarship British Library Scale Perspective Speed Combines methodologies from the humanities & social science disciplines with computational tools provided by computing disciplines
  • 18. 18 @BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk Digital Scholarship methods Visualisations Using Application Programming Interfaces for datasets e.g. Metadata, Images Transcribing Annotation Location based searching & Geo-tagging Corpus analysis, Text Mining & Natural Language Processing Crowdsourcing Human Computation
  • 19. 19 @BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk Library Labs – a space to experiment and innovate on-site and on-line • Expert support and advice • Essential equipment (software, hardware, storage, network) • Essential ingredients (data, text, images) • The ability to create, validate, capture, record, reproduce, archive, and share results • Community, tutorials, examples • Integrated into reference and research workflows
  • 20. 20 @BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk Growing GLAM Labs community…50 and counting… Survey carried in in Sep 2018 0 5 10 15 20 25 30 35 40 2012 2013 2014 2015 2016 2017 2018 2019 2020
  • 21. 21 @BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk Differences in GLAM Labs Horses for Courses • Variation in – Target users – Funding sources – Security models • Surprises – Many do not facilitate access to restricted collections – Many do not provide dedicated physical space – Or simultaneous access to digital and physical Get data here: https://goo.gl/66icov (you need a google account, you can get one here: https://goo.gl/CGdUhY)
  • 22. 22 @BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk Possible challenges GLAM Labs address • Money spent on digitising / capturing digital – return on investment, how is it being used and what value and impact it is having, especially when opening collections for all. • What digital collections are there that can be used openly and onsite and how do we tell people? • How do we explore the ‘feel’ / ‘shape’ of collections at scale? • How do we find, explore, augment discovery in often ‘messy’ cultural heritage data without public APIs? • How do we discover, celebrate old culture & remix to create new culture?
  • 23. 23 @BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk We can learn how we are and should be supporting our users and this therefore shapes the services we build and problems and projects we work on, such as: https://goo.gl/esqpRb Why are we doing this? (1) • Access, discovery to digital collections / data? • Advice, guidance, technical support, training • Services, Tools and Processes? • Many more reasons…but learning where the gaps are
  • 24. 24 @BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk We help people ‘navigate’ their way through the ‘maze’ (sometimes) of the Library to what they want to do… Requires understanding the culture of the organisation Researchers often need a translator/advocate for successful projects. Learn to wear the spectacles of the organisation, read their vision/strategy documents! https://goo.gl/62JnQT Why are we doing this? (2)
  • 25. 25 @BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk Our Audience and Collections Audience research & Digital interests Digital collections we have This is where Labs works It starts with making connections, engagement, talking to people! All Labs need to do this!
  • 26. 26 @BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk Who do we work with? Surprises of serendipity and creating luck ? Researchers https://goo.gl/WutNyi Artists http://goo.gl/nNKhQ2 Librarians Curators https://goo.gl/9NWZUW Software Developers https://goo.gl/7QQ5Tf Archivists https://goo.gl/x7b4tg Educators https://goo.gl/qh01Mi Working and Communicating Entrepreneurs https://goo.gl/Fx8RG7
  • 27. 27 @BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk Competition Awards Projects Tell us your ideas of what to do with our digital content (2013-16) Show us what you have already done with our digital content in research, artistic, commercial, learning and teaching, staff categories Talk to us about working on collaborative projects Tell us your ideas of what to do with our digital content Engagement • Roadshows • Events • Meetings • Conversations New! Digital Research Support How?
  • 28. 28 @BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk Phases of interaction at BL Labs Submit idea for support Ideas always change Once people experience the data and culture of the organisation
  • 29. 29 @BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk Labs Engagement 2013 - current • Over 100 institutions visited • Over 70,000 miles travelled around UK, USA, Canada, Australia, Europe, Middle East and Asia! • 100s presentations & over 100 workshops • 1500 researchers / artists / entrepreneurs / educators / public • Over 1000 expressions of interest to use collections • 150 researchers, artists, entrepreneurs & educators supported – potential case studies • 200 TB of data via post • 9 TB of data on data.bl.uk • Over a billion views through Labs projects
  • 30. 30 @BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk Hard work, no magic formula!
  • 31. 31 @BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk A dozen BL Labs Lessons! https://www.flickr.com/photos/26765085@N08/3365589331
  • 32. 32 @BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk Early ‘BL Labs’ lessons 1 https://www.theodysseyonline.com/one-size-does-not-fit-most
  • 33. 33 @BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk Engagement starts with people not technology! Start a conversation, generate positive energy, encourage fun/play/experimentation and try to support as many ideas as is humanly possible, be kind, nice, want to share and genuinely want to help people! Early ‘BL Labs’ lessons 2
  • 34. 34 @BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk Run Competitions Good way to kick start engagement. Spread risk by having more than one finalist. Ensure entrants own their own IP, but all ideas are published. Good way to generate ideas for use. Early ‘BL Labs’ lessons 3
  • 35. 35 @BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk Start small but think big! Start with small experiments, digital use can be really simple, but OK to think big! Early ‘BL Labs’ lessons 4
  • 36. 36 @BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk Keep it open, simple and don’t overcomplicate Early ‘BL Labs’ lessons 5
  • 37. 37 @BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk Policies and processes for digital re-use are critical Early ‘BL Labs’ lessons 6
  • 38. 38 @BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk Be brave! Fail fast! Early ‘BL Labs’ lessons 7
  • 39. 39 @BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk Reject perfectionism, enemy of rapid progress! Good enough is sometimes…good enough! (This can be difficult message for Libraries…metadata will never be perfect!) Early ‘BL Labs’ lessons 8
  • 40. 40 @BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk Services that allow useful exploration of cultural heritage data are rare! Early ‘BL Labs’ lessons 9
  • 41. 41 @BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk Training or Collaboration? Exploring data is difficult to do with large datasets Often requires specific skills and capabilities that many of our users don’t have. Early ‘BL Labs’ lessons 10
  • 42. 42 @BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk Celebrate the uses of digital collections! Run Awards for those already using your digital materials, great way to find who is doing what with your digital content. Early ‘BL Labs’ lessons 11
  • 43. 43 @BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk Success is rare, failure is common! Success is sometimes all about the right people, place & right time…so it won’t always happen… embrace failure, learn from it! Early ‘BL Labs’ lessons 12
  • 44. 44 @BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk Example of useful pattern of research for GLAM Labs • Finding invisible / well hidden things in ‘messy’ historical data • Unearthing / unlocking hidden histories & data to stimulate new research • Celebrating hidden histories / data creatively through events, art & performance https://goo.gl/vJ291F https://goo.gl/mcpa8B https://goo.gl/Ql0Bwz Not the British Library!
  • 45. 45 @BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk https://goo.gl/oUNj5N https://goo.gl/ImAUv4 Finding things in ‘messy’ Optical Character Recognised (OCR) text Mrs Folly • Clean up some manually • Get human ‘ground truth’ • Write code to find things reliably in it automatically • Try code on messy content • Tweak if necessary • Digital ‘lasso’ around content • Human sift through Mrs Folly An example pattern of research
  • 46. 46 @BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk Code: Machine Learning / Reading • Labs sometimes use Machine Learning / Reading techniques often called AI • Analogies to how humans read / learn • Machines acquire ‘knowledge’ / data, use that knowledge / data to make sense / identify patterns • Labs doing this on a case by case basis so methods can vary but need computational AND human effort • Legalities of Text and Data mining being ‘ironed’ out with publishers, on-going…Often a misunderstood …AI for good not evil? • Perhaps we need a metaphor from history… https://goo.gl/gXmVQL https://goo.gl/gDQEAz https://goo.gl/k68fTf © £
  • 47. 47 @BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk Smell of soup & Machine Learning Who pays? Thanks to Memo Akten (@memotv on twitter) for the inspiration! https://goo.gl/toq4Bo Nasreddin, 13th Century Turkish Sufi http://web2.uvcs.uvic.ca/elc/studyzone/330/reading/smell1.htm
  • 48. 48 @BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk http://victorianhumour.tubmblr.com Victorian Meme Machine (2014) https://goo.gl/HMqDt3 Bob Nicholson http://victorianhumour.tumblr.com/ Bob Nicholson interviewed on BBC Radio 4 Making History Programme: http://goo.gl/fmV9ep And telling jokes to the public: http://goo.gl/xIDRhz Bob obtained further funding from his university Looking for more collaborations https://www.youtube.com/watch?v=-GRgj7Q5OM0 Rob Walker, Victorian Mother-in-law Jokes Victorian Comedy Night, 7 Nov 2016 Learnt about access paths to digital collections
  • 49. 49 @BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk Victorian Meme Machine (2014) https://www.youtube.com/watch?v=-GRgj7Q5OM0 Rob Walker, Victorian Mother-in-law Jokes
  • 50. 50 @BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk Katrina Navickas (2015) Political Meetings Mapper http://politicalmeetingsmapper.co.uk https://goo.gl/Qq78Oa Labs Symposium 2015 https://goo.gl/BSA3be Interview 2015 The Chartist Newspaper http://goo.gl/vOLSnH Chartist Monster Meeting Chartists Walking Tour and Re-enactment London Learnt that domain knowledge reduces noise
  • 51. 51 @BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk Bringing History to Life to engage a wider audience! https://youtu.be/0lx0CL_dsQs?t=132
  • 52. 52 @BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk Black Abolitionist Performances & their Presence in Britain (2016) – Hannah-Rose Murray Frederick Douglass Ellen Craft Josiah Henson Ida B Wells A Performance by Joe Williams & Martelle Edinborough http://frederickdouglassinbritain.com/ Started to implement Machine Learning Techniques
  • 53. 53 @BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk Microsoft Books…Our Dream Collection!!! What can65,000 books tell us? Image: Artwork by Alicia Martin
  • 54. 54 @BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk Collection guide by Nora McGregor https://www.bl.uk/collection-guides/digitised-printed-books
  • 55. 55 @BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk 30 August 2012 This is where true magic happens!
  • 56. 56 @BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk Practice what you preach! Creating our dream example to inspire others • The Labs team needed to run our own experiments...to understand our users – ‘Eating own dog food’ • One idea from hack event in June 2013 from Matt Prior looks promising…
  • 57. 57 @BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk Scissors and books – a match made in heaven? RELAX Librarians! It’s the digital version… Done algorithmically via OCR process, details here: https://goo.gl/jke4sy https://goo.gl/PVLB1B
  • 58. 58 @BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk Worked better for female faces than men’s Press http://mechanicalcurator.tumblr.com Posts image every 30 minutes http://www.flickr.com/photos/britishlibrary/ 1,020,418 images need tagging! Creative uses of images Face recognition Algorithms based on photos Mechanical Curator with an algorithmic brain (Circles, Squares and Slanty etc) http://goo.gl/qPPgxX Internal IT / Wikimedia Flickr Commons Individual URL & API Snipping out images from 65,000 Digitised Books* https://goo.gl/FgZ4HM Work @ BL by Ben O’Steen, Labs & Digital Research Team*Matt Prior - http://goo.gl/j29Tnx Tumblr *Estimates >1000,000,000* views >17,500,000* tags Since Dec 2013 >More demand to see physical items
  • 59. 59 @BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk Tagging a million images Iterative Crowdsourcing http://goo.gl/j6fxac Cardiff University’s Lost Visions Project http://www.metadatagames.org/ Metadata Games James Heald Mario Klingemann Chico 45 Use computational methods Human Tagger Top British Library Flickr Commons Taggers 18 hard core taggers How to reward and keep motivated? Average for ‘crowd’ is 1 tag per person Mobile games for ‘Ships’, ‘Covers’ and ‘Portraits’ Interface for tagging
  • 60. 60 @BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk Adam Crymble: Crowdsource Arcade http://goo.gl/LBfJ4W http://goo.gl/OH9pOZ https://goo.gl/7z0j8p 30 mins talk Labs Symposium (2015) https://goo.gl/SSRsdd 5 min interview (2015) http://goo.gl/0APpE8 Game Jam Using Arcade Games to help Tag images
  • 61. 61 @BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk Results of a Game Jam https://youtu.be/xoCgHo2rwN4?t=82
  • 62. 62 @BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk Special Jury’s Prize (2015) James Heald – Wikimedia and Map work https://goo.gl/WYZCB2 http://goo.gl/HNQq5e https://goo.gl/VPgffL https://commons.wikimedia.org/ https://goo.gl/djtm1b Labs Symposium (2015)Geotagging maps 50,000 Maps Found in Flickr 1 million Human & Computational Tagging & Community engagement Geo-referencing work
  • 63. 63 @BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk SherlockNet: Karen Wang, Luda Zhao and Brian Do Using Convolutional Neural Networks to Automatically Tag and Caption the British Library Flickr Commons 1 million Image Collection 12 categories >15.5 million tags added >100,000 captions bit.ly/sherlocknet Pooled surrounding OCR text on page from similar images Used Microsoft COCO (photographs) & British Museum Prints and Drawings collections as training sets. Tags Captions
  • 64. 64 @BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk Visibility – What happened to our Flickr images? Understanding value / impact of making the BL’s data open / in the public domain Peter Balman developed an analytics dashboard for the Library showing what is happening to our open Images Number one use was? Challenge details: http://goo.gl/Hb6l4A
  • 65. 65 @BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk David Normal - Artist https://youtu.be/Q3SBxO34Zlc ‘It was beyond my wildest dreams’
  • 66. 66 @BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk Conflamingulation by David Normal
  • 67. 67 @BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk Curioscillotropy by David Normal
  • 68. 68 @BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk Ostrischizocracy by David Normal
  • 69. 69 @BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk Purcogitoresque by David Normal
  • 70. 70 @BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk Late August / Early September 2014 Four of these surrounded the Burning Man in Nevada Desert Crossroads of Curiosity @ Burning Man
  • 71. 71 @BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk Let’s have a party! Exhibited from June to Nov 2015 20th June 2015 Music mix by DJ Yoda using British Library Sounds: https://goo.gl/z3k4JT Images from Burning Man and Flickr brought into the Poet’s Circle Physical DigitalDigital Physical
  • 72. 72 @BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk http://goo.gl/dM8ieA Tragic Looking Women 44 Men who Look 44 (Notice the direction faces) A Hat on the Ground Spells trouble Mario Klingemann – Code Artist Our first Artistic Award winner!
  • 73. 73 @BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk Mario Klingemann – AI Portraits The Butcher’s Son 2018 LUMEN Prize winner https://lumenprize.com/a-i-portrait-scoops-gold/ https://goo.gl/ggpw1n
  • 74. 74 @BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk Hey there Young Sailor – from Malaysia – Ling Low Ling Low 2016 – Hey there Young Sailor https://www.youtube.com/watch?v=bcOP1E5bRE0 VIMEO.COM/SWEETANDLOWFILMS @SWEETNLOWFILMS ON INSTAGRAM @SWEETNLOWLING ON TWITTER The Impatient Sisters
  • 75. 75 @BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk Hey there young sailor https://youtu.be/bcOP1E5bRE0?t=99
  • 76. 76 @BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk Imaginary Cities Exhibition 2019 (Michael Takeo Magruder) An artistic exploration seeking to create provocative fictional cityscapes for the Information Age from the British Library’s digital collection of historic urban maps Virtual Reality with Unity 3D Exhibition: 4 April to 14 July 2019
  • 77. 77 @BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk Michael Takeo Magruder – Artist Residency https://youtu.be/hUWhc_nLyZU?t=208
  • 78. 78 @BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk Building GLAM Labs The Cookbook and Showcase! Coming soon!
  • 79. 79 @BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk Why this presentation? • GLAM Labs are emerging around the world • We share common goals to – Understand the value of a digital Lab for GLAMs – Share what we know and learn from others! – Explore differences in approaches – Build a support network – Build better GLAM Labs
  • 80. 80 @BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk We want you to join us if you work in GLAM Labs! Next event is in Copenhagen, 4-5 March 2019, see programme: https://goo.gl/xNRxaS
  • 81. 81 @BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk Outcomes of GLAM Labs network •Make existing or planned GLAM Labs be the best they can be •Increase our joint understanding •Build a supportive, kind, generous caring network •Tell the world what we do and what you do!
  • 82. 82 @BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk Many miles to go… Thanks to: Eleanor Cooper (0.5) BL Labs Adam Farquhar (Principal Investigator) Alumini Ben O’Steen – Tech Lead Hana Lewis (0.5) BL Labs Project Officer Digital Scholarship team at the BL
  • 83. 83 @BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk http://www.bl.uk/projects/british-library-labs Funded by the Andrew W. Mellon Foundation and the British Library
  • 84. 84 @BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk Thank you! British Columbia Research Libraries for inviting me and supporting this trip, University of Victoria for hosting and supporting this trip and especially Scott Johnston from the McPherson Library, University of Victoria for helping organising this trip!
  • 85. 85 @BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk In honour of… my Canadian Indian/Punjabi family (past and present)…who settled in Vancouver and Victoria …from the early 1960s via India & Fiji
  • 86. 86 @BL_Labs @mahendra_mahey @uvic @uviclib @britishlibrary labs@bl.uk Questions? Prompt Question I didn’t understand…. Can you tell me more about… Why did you… I am not sure about… What if… Why didn’t you… What’s the best thing about… What was the worst thing… If you could have your time again, … How did you… I am not sure I agree about… What was the biggest challenge… What was the most successful thing about… Who did…

Notas do Editor

  1. Morning everyone. <CLICK> I’m Mahendra Mahey, from the British Library in London, England, ‘Hello’. I am here to tell you my personal story about the experiences and lessons I’ve had working for my institution as well as with other Galleries, Libraries, Archives and Museums or ‘GLAMS’ at National, State, Public, University organisations and charitable and commercial organisations around the world. My story will focus particularly on how we have engaged with researchers, artists, educators and entrepreneurs from school children to adults who have used digitised and born digital cultural heritage collections and data to inspire them to create innovative, fun and inspiring projects. I would love it if my experiences can help other organisations build better ‘GLAM’ Labs, but I am also here to learn too from you. <CLICK> For the last 6 years, I have been running ‘British Library Labs’ a digital Laboratory to encourage anyone to experiment with our vast, incredible, sometimes totally unique and mind blowing digital collections and data. Our work has been generously funded over these years by the Andrew W. Mellon foundation and the British Library. We are in fact waiting for news any day now to see if the Library will be moving our work into its core business on a long term basis. <CLICK> During and after my presentation, please feel free to use twitter to amplify anything that resonates with you. My slides include much more information than I will have time to talk about, including links for you to delve deeper into the subject. On the right hand side in the footer there is a link to download all my slides, this will appear on all my slides. Please feel free to reuse them but it would great if you could attribute me and the Library when you do. My presentation will last about an hour. I will do my best to keep your attention. If there are any questions, something springs to mind, please make a note as. I will take questions at the end of my presentation, though I may ask you some quick ones along the way. So like all stories, lets start at the beginning and let me take you on my personal journey.
  2. I have always loved Libraries. They are places to time travel, to get lost and captivated. They take us on adventures in our minds and give us an experience that the web simply cannot give. The digital cannot replicate the tactile and physical experience of touching a book or looking at a manuscript for instance. <CLICK> They allow us explore vast stores of information that are not simply available on the web and national libraries in some way have a responsibility to capture our nations’ memories when we are long gone and turned to dust. They hold the creative potential to inspire us. They can change us, and they can change our world as well as future generations to come. <CLICK> The British Library’s mission is to support research, to inspire and enable enjoyment for everyone in the world.
  3. The origins of the British Library stem back to the beginnings of the British museum in 1753, and it’s Library forms the foundations of our vast collection today. It would take another 200 years and an act of parliament before the British Library was born legally in 1973 and then another 24 years before our London collection was transferred from the British Museum to its current building at St Pancras which you can see, where around 20% of our physical items are stored. <CLICK> Designed by Colin St John Wilson, part of it is designed to look like a ship. In fact, many have said the Library represents a ship of knowledge sailing though a gothic landscape perhaps provided by the backdrop of the St Pancras Renaissance hotel. <CLICK> Incidentally, the hotel is a place of history itself. This where the Spice girls, ‘wannabe video’ was filmed, a song incidentally that is one of the most instantly recognisable studies have shown, back then it was called the St Pancras Grand. The Library is one of 5 legal deposit reference libraries in the UK, it’s not a lending library. Whilst we acquire items through purchase or gifts, much of the collection has been built up through legal deposit. That is, by law, a copy of every UK and Ireland publication must be given to the British Library automatically with around 3 million physical items added each year. In 2013, legal deposit was extended to cover non-print material which means by law we take in digitally published items as well. This includes regular mass crawls of the entire UK web domain as well as ebooks, ejournals etc which means our digital content is rapidly beginning to out grow our physical collections as our digital items number billions of webpages for example. <CLICK> The building in London can sit 1,200 researchers at any one time across 5 reading rooms, we get around half a million visitors per year. <CLICK> Medium and long term requested items are held at Boston Spa in Yorkshire in a low oxygen warehouse, using robot to retrieve items. Boston Spa also has a reading room too where you can request items. In total, the library has nearly 1000 km of shelving, growing by 12 km every year. <CLICK> The British Library manages the UK public lending right, that is a living author’s right to payment/royalty each time their books are borrowed from public libraries.
  4. Roly Keating our CEO, launched his vision for the Library in 2015. Whilst most people understand the Library’s role is as a custodian of knowledge it is also one of the largest research library’s on the planet and we carry out our own research. Our vision states our purpose is to make our intellectual heritage accessible to everyone for research, inspiration and enjoyment for everyone and be the most open, creative and innovative institution of its kind by it’s 50th anniversary. <CLICK> To achieve this, we also help Businesses grow through a national network of Business and Intellectual Property centres (BIPC) offering IP advice, access to huge amounts of resources such as business intelligence, patents as well as events and training, we also engage in significant commercial activity through our commercial services. We are also a cultural heritage organisation and have an ambitious programme of cultural activities to include exhibitions such as Harry Potter: History of Magic and host spectacular events during the day and when the library is closed concerts, performances, and soon even an Algorave, look it up! We have a range of activities to support learning such as onsite and online courses for school children to adults and other activities around the local community in London as well as UK regionally. Finally, we work with partners internationally on a range of projects to advance knowledge and mutual understanding. The key to working with us on collaborative projects is to understand the way we see the world. In fact, we try to ensure that our requests for collaboration are prioritised and closely aligned to our vision. I would encourage you to delve deeper into our vision, especially if you would like to collaborate with us, it’s actually really fascinating read and it has helped me really understand the complex place where I work.
  5. The picture you can see is inside the main building in London, it’s the King’s Library – King George the Third’s personal library, Mad King George! Sometimes known as the ‘stack’, I walk past this everyday and it gives me a sense of awe and reminds that the collections the British Library have are truly staggering and almost impossible to comprehend. <CLICK> We currently estimate them to exceed <click>180 million items, representing every age of written civilisation and every known language. Our archives now contain the earliest surviving printed book in the world, the Diamond Sutra, written in Chinese and dating from 868 AD….only around 8% of our collections are books and as you can see we have so much more, please note the numbers are only really guesses as to exactly what we do have. If you saw 5 items a day it would take you over 80,000 years to see the whole collection.
  6. For me, this is what it is like trying to find a physical item at the Library. It feels like a huge hypermarket, or perhaps even a factory or warehouse. It stocks a random assortment of things and if you ask the assistants they can tell you about things that are simply not visible on the shelves in huge storage facilities.
  7. Moving on to our digital collections which is where my work largely sits. What percentage/proportion of our physical collections are digitised? <CLICK> What surprises many people is that only an estimated 3% of our physical holding are digitised. This is because digitisation costs time and money and we have to achieve this through partnerships with commercial and other philanthropic organisations. <CLICK> Through one of the first BL Labs project, ‘Sample Generator’ we discovered that our digital collections are not truly representative of our physical collections. There will be all sorts of reasons why certain items get digitised and others do not. In reality, all our collections be them digital or physical have selection biases. Our collections are hundreds of years of decisions made by people as to which items to buy, keep and which ones to discard. <CLICK> In terms of licensing and using/reusing digital collections, a Lab like ours has further challenges. Out of our over 720 digital collections, only around 15% have an open license. The remainder are only available onsite at the moment. This is in part because many legacy digitisation projects didn’t always consider licensing when items were digitised. Trying to retrospectively establish rights and licensing on previously digitised collections costs time and money. <CLICK> As a National Library, we have been collecting born digital items for over many decades. We are the home of the UK Web Archive that periodically captures billions of UK websites to keep for posterity and research and we are the home of the Alan Turing institute centre for AI and data science where we are an active research partner. For example, Living with Machines is a five-year £9.2 million research project that will take a fresh look at the well-known history of the Industrial Revolution using data-driven approaches. <CLICK> A new digitisation programme Heritage Made Digital is trying to learn from past digitisation projects, especially on digitising collections based on research demand.
  8. Since 2012, we have developed a more systematic approach for agreeing terms of access to digital collections and data. What’s important to understand that the process is sometimes subject to competing concerns such as reuse, open research, licensing, ethics, revenue generation.
  9. What’s important to understand is that if you really want to work with our digital collections, it sometimes pays to learn the ‘back story’ of how the collection came about, this was a really early and important lesson I learned. Knowing it, can have a significant impact on what you might want to do with it. On the screen you can see many factors. I simply haven’t got time to go into them all, but perhaps the most important one is the last one. Is there a human being around in the organisation who can tell you about the collection, as communicating with them may be the quickest way to learn more about the digital collection you want to work with. Often, they will have access to important information that isn’t written down.
  10. As a Labs manager, I faced a significant challenge of how we would enable those who want to access to our 85% of digital collections that are only available onsite at the moment. If we look at this, we can see onsite at the Library may mean that the digital materials are only available in the reading room on a specific PC, or that the materials are still on their original storage media and may need obsolete equipment to access them or they still are as yet to be transferred onto a more modern system. <CLICK> Some digital materials are only available through payment <CLICK> Only a small fraction of digital materials are in the shiny happy carefree open web (more about how to access these later) <CLICK> What we developed to tackle this situation was to develop a ‘Residency Model’ initially through an annual competition that we ran and now this has evolved in application process where researcher’s can apply to carry out digital research onsite at the British Library. These researchers in residence have special access to digital collections that our regular readers do not have. Access is strictly controlled depending what they would like to access and what they want to do with the materials.
  11. So remember this? What is it like looking for digital collections at the British Library?
  12. It can often feel like this…It’s much smaller, we have some free stuff, some can only be consumed on site, some you need to buy. If you speak to shop keeper, they may be able to get you to see what’s under the counter, because they couldn’t display it. You might be able to get special permission to get a look in the warehouse at the back of the shop which has even more goodies there. If you are looking for vegetables you have come to the wrong shop!
  13. How do you find our open cultural heritage collections? On way is to use our collection guides which offer subject pathways into our collections, each guide will have a section non what’s available digitally if at all.
  14. I haven’t got time to go into all our digital collections. Here is a small snap shot, which you are welcome to explore at your leisure at a later date, there are lots of links on this slide. The important thing to note is that it’s not just digitised books we have. It’s also playbills, magazines, newspapers, images, manuscripts, maps, usage data, catalogue data, broadcast news on TV and radio, sounds, music, sheet music.
  15. What actual engagement do we have when we speak to people wanting to use our digital content? Well first of all people think you are a waling catalogue? And secondly, remember we only have around 3% of physical stuff digitised? <CLICK> ‘You are in luck’, we have what you are looking for! Or ‘You are in not luck’ but we have this instead <CLICK> Engagement is constantly required to maintain interest in our digital collections. No engagement no Lab! <CLICK> We tend to attract projects with ‘fuzzier’ research boundaries. <CLICK> We have a tendency to work on more flexible, interdisciplinary and collaborative research proposals. <CLICK> Artists / Creatives often find engagement with our digital collections easier than scholars who often want a specific thing…
  16. I haven’t got time to go into detail about this is slide, but these are the kinds of things we were hoping researchers would do with our digital collections, especially things that would be very difficult to do manually!
  17. We then brought this to the British Library!
  18. We would love you to experiment with our digital collections.