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designing a human literate library
for the digital age
Tom Scott

Head of Digital Engagement | Wellcome Collection
wellcome collection is a free
museum & library exploring health,
life and our place in the world
we seek to create opportunities for people to think deeply about the connections
between science, medicine, life and art by making thought-provoking content and
improving access to the diverse perspectives represented by our collections and
through research
wellcome library
inspired by the collections
assembled by Henry Wellcome, we
encourage great ideas about health
by connecting science, medicine,
life and art.
a history of medicine library?
yes, but not only… medical professionals and scientists are people too.
In acquiring their archives we also acquire their life’s work both
professional and personal
Thomas Hodgkin
(1798-1866)
pathologist (Hodgkin’s
Lymphoma) and…
• an anti-slavery agitator 

• a general social reformer

• a traveller

• a Quaker…
John Dixon
(1832-1930)
Medical Ocer of Health for
Bermondsey but his papers also
include:
• writings on languages 

• board games

• photography 

• writings on cacti
library of human life
everything we do happens within the human body; wellcome library is
therefore a box of human stories covering everything from conception
and birth to illness and death and everything in between.
but people don’t know that,
they don’t know what’s in the
library…
1
what’s in the library? | alpha.wellcomelibrary.org
people don’t necessarily
know what they are searching
2
what do we
have?
images and metadata
lack of context
3
John Moore (1620-1702)
Loving brother
London 19 June 1665
I hope these lines will nde you and yo[ur]s and all our freinds in the country
well as blessed {be god} I am and all my family so long as god pleaseth: for we
have {a} very crasie sickly time att London since June came in and are very
fearefull it will grow worse every weeke while summer weather continues. for
the plague increaseth much and spreads it selfe very strangely in the Citty and
suburbs. 17 dyed one week 43 next and last weeke 112 of the plague and of all
diseases 558 {last weeke} and much feared this weeks bill will farr exceed the
last. it comes not out till Thursday morning. Now knowing young persons are
most apt to take infection, [I] thought good to give you an accompt of it, to have
your advice about Cusen John, to know your mind - whether you do not desire
him home againe, or judge it the best way to have him into the Country againe
till these sickly times be gone againe, and lett me know yo[ur] mind p[er] next,
if you think tt to lett him continue at London, I shalbe as carefull of him as my
selfe, but as I said before youth is in more danger to take infection then older
p[er]sons and if the sicknesse increases we shall have nothing to doe for it will
put a stopp to all businesse: If god in mercy to us all put not a stopp to it. pray
remember me & wife to yo[ur] brother George & sister & our Cusens Mr Mould &
other friends as you see them with kinde love to yo[ur] selfe rest
your lov[ing] brother
John Moore
london’s dreadful
visitation
or, a collection of all the Bills of
Mortality for this present year:
beginning the 27th of December
1664 and ending the 19th of
December following.
paper catalogues digital catalogues
searchable
🙁 😃
understandable
😃 😩
We have atomised the collections to the point where you can nd
everything but have no idea what you’re looking at!
provide access for all
4
digital access digitisation and open licensing
reading
experience
libraries are designed to provide a
great reading experience
why not online?
this isn’t about designing a ‘digital
library’; it’s about looking at the
contextual experience of our users
digital is a platform unto itself not
(just) a catalogue for the physical
library
we need to design a digital platform
that helps users
…by encapsulating a librarian!
how are we going do that?
design a digital
platform that’s as
smart as a puppy…
• helpful not passive

• pays attention

• try to do what you want not what
you ask for

• learns
single domain model
traditional hierarchical model but the world isn’t hierarchical and
knowledge is hidden
series model no way in! users need a top level entry
point to collate and give context.
hybrid model collection level descriptions as
authority les
combining data
stored in such a way that we can choose
on a case-by-case basis whether to use
it/ how to use each dataset
Platform
datasources
combining data
Adapt
Transform
Ingest
API
data source
to domain
to search
for clients
wellcomecollection.org
anyone…
understanding intent
paying attention to the context of
queries
nd the right collection

find the right box

find what’s in the box

search an item (book) in the box
dates
the data is complicated but not complex
• multiple date systems
• numerous modifiers
• ambiguous dates e.g. Spring Time
• fuzzy dates (19th century)
the complexity comes when dealing with the front end. How to
present this information, know what people intend, facet data, use it for
recommendations.
extracting meaning
optical character recognition
printed text can be OCR’ed easily enough to identify:

• text

• tables

• figures and images
what about handwriting?
right hand
Lord Nelson
left hand
Lord Nelson
image recognition and entity
extraction
rekognition
AWS thinks this is:
• people (98.9%)
• person (98.9%)
• human (98.9%)
• brochure (70.3%)
• flyer (70.3%)
• poster (70.3%)
rekognition
AWS thinks this is:
• people (99%)
• person (99%)
• human (98.9%)
• playground (55.2%)
• lighting (52.4%)
OK can be good enough
Accuracy matters more if you link/display the relationship but
e.g. knowing an entity is a person can be enough to improve
search results or nd related material. 

The data might not be good enough to display but can be
used as a hint to an algorithm to modify the sort order etc. 

Can also use other data to improve the guesses…
synonyms in context
changing use of language
triangulate multiple data sources
providing context
provenance
the adamson collection
telling stories
that we know because we
research our collections
bidirectional links between stories,
exhibitions & items in the collection
what about books, articles etc. not
in the collections?
t.scott@wellcome.ac.uk | @derivadow
THANK YOU | TOM SCOTT

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Designing a human literate library for the digital age

  • 1. designing a human literate library for the digital age Tom Scott
 Head of Digital Engagement | Wellcome Collection
  • 2. wellcome collection is a free museum & library exploring health, life and our place in the world we seek to create opportunities for people to think deeply about the connections between science, medicine, life and art by making thought-provoking content and improving access to the diverse perspectives represented by our collections and through research
  • 3. wellcome library inspired by the collections assembled by Henry Wellcome, we encourage great ideas about health by connecting science, medicine, life and art.
  • 4. a history of medicine library? yes, but not only… medical professionals and scientists are people too. In acquiring their archives we also acquire their life’s work both professional and personal
  • 5. Thomas Hodgkin (1798-1866) pathologist (Hodgkin’s Lymphoma) and… • an anti-slavery agitator • a general social reformer • a traveller • a Quaker…
  • 6. John Dixon (1832-1930) Medical Ocer of Health for Bermondsey but his papers also include: • writings on languages • board games • photography • writings on cacti
  • 7. library of human life everything we do happens within the human body; wellcome library is therefore a box of human stories covering everything from conception and birth to illness and death and everything in between.
  • 8.
  • 9.
  • 10. but people don’t know that, they don’t know what’s in the library… 1
  • 11. what’s in the library? | alpha.wellcomelibrary.org
  • 12. people don’t necessarily know what they are searching 2
  • 13. what do we have? images and metadata
  • 15. John Moore (1620-1702) Loving brother London 19 June 1665 I hope these lines will nde you and yo[ur]s and all our freinds in the country well as blessed {be god} I am and all my family so long as god pleaseth: for we have {a} very crasie sickly time att London since June came in and are very fearefull it will grow worse every weeke while summer weather continues. for the plague increaseth much and spreads it selfe very strangely in the Citty and suburbs. 17 dyed one week 43 next and last weeke 112 of the plague and of all diseases 558 {last weeke} and much feared this weeks bill will farr exceed the last. it comes not out till Thursday morning. Now knowing young persons are most apt to take infection, [I] thought good to give you an accompt of it, to have your advice about Cusen John, to know your mind - whether you do not desire him home againe, or judge it the best way to have him into the Country againe till these sickly times be gone againe, and lett me know yo[ur] mind p[er] next, if you think tt to lett him continue at London, I shalbe as carefull of him as my selfe, but as I said before youth is in more danger to take infection then older p[er]sons and if the sicknesse increases we shall have nothing to doe for it will put a stopp to all businesse: If god in mercy to us all put not a stopp to it. pray remember me & wife to yo[ur] brother George & sister & our Cusens Mr Mould & other friends as you see them with kinde love to yo[ur] selfe rest your lov[ing] brother John Moore
  • 16. london’s dreadful visitation or, a collection of all the Bills of Mortality for this present year: beginning the 27th of December 1664 and ending the 19th of December following.
  • 17. paper catalogues digital catalogues searchable 🙁 😃 understandable 😃 😩 We have atomised the collections to the point where you can nd everything but have no idea what you’re looking at!
  • 19. digital access digitisation and open licensing
  • 20. reading experience libraries are designed to provide a great reading experience
  • 22. this isn’t about designing a ‘digital library’; it’s about looking at the contextual experience of our users
  • 23. digital is a platform unto itself not (just) a catalogue for the physical library
  • 24. we need to design a digital platform that helps users
  • 26. how are we going do that?
  • 27. design a digital platform that’s as smart as a puppy… • helpful not passive • pays attention • try to do what you want not what you ask for • learns
  • 29. traditional hierarchical model but the world isn’t hierarchical and knowledge is hidden
  • 30. series model no way in! users need a top level entry point to collate and give context.
  • 31. hybrid model collection level descriptions as authority les
  • 32.
  • 33. combining data stored in such a way that we can choose on a case-by-case basis whether to use it/ how to use each dataset Platform datasources
  • 34. combining data Adapt Transform Ingest API data source to domain to search for clients wellcomecollection.org anyone…
  • 36. paying attention to the context of queries nd the right collection find the right box find what’s in the box search an item (book) in the box
  • 37. dates the data is complicated but not complex • multiple date systems • numerous modiers • ambiguous dates e.g. Spring Time • fuzzy dates (19th century) the complexity comes when dealing with the front end. How to present this information, know what people intend, facet data, use it for recommendations.
  • 39. optical character recognition printed text can be OCR’ed easily enough to identify: • text • tables • gures and images
  • 43. image recognition and entity extraction
  • 44. rekognition AWS thinks this is: • people (98.9%) • person (98.9%) • human (98.9%) • brochure (70.3%) • flyer (70.3%) • poster (70.3%)
  • 45. rekognition AWS thinks this is: • people (99%) • person (99%) • human (98.9%) • playground (55.2%) • lighting (52.4%)
  • 46. OK can be good enough Accuracy matters more if you link/display the relationship but e.g. knowing an entity is a person can be enough to improve search results or nd related material. The data might not be good enough to display but can be used as a hint to an algorithm to modify the sort order etc. Can also use other data to improve the guesses…
  • 48. changing use of language
  • 53. telling stories that we know because we research our collections
  • 54. bidirectional links between stories, exhibitions & items in the collection what about books, articles etc. not in the collections?