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Every Collection
is a Snowflake
Europeana Tech, Rotterdam, May 2018
George Oates / @ukglo

glo@gfns.uk
In the
beginning…
Collectors
collecting
“For what else is this
collection but a
disorder to which habit
has accommodated
itself to such an extend
that it can appear as
order?”
Walter Benjamin, Unpacking My Library, 1931
Cataloguers
organising
Seeing Standards: A Visualization of the Metadata Universe, 2010
Jenn Riley
LOD CLOUD

2017-08-22
LOD CLOUD

2018-05-14
Actors
participating
a “permissionless space for
creativity, innovation and free
expression”
Tim Berners-Lee
ROBOT HUMAN “OTHER”
“A library is not only a place of both order
and chaos; it is also the realm of chance.
Books, even after they have been given a
shelf and a number, retain a mobility of
their own.”
Alberto Manguel, The Library at Night, 2006
Bloated, but
sparse
Contemporary
practice?
Who is your
audience?
Have you ever met
your “harvesting
agent” ?
Every goal
needs a metric
Previous work in
big, messy
cultural systems…
Flickr
Billions of photos, millions of people
2004-2008
Participation
• Public by default
Participation
• Public by default
• “Social objects”
Participation
• Public by default
• “Social objects”
• Metadata creators are also participants
Participation
• Public by default
• “Social objects”
• Metadata creators are also participants
• Live database
Participation
• Public by default
• “Social objects”
• Metadata creators are also participants
• Live database
• Sharing to other systems from Day 1 

(email, blog etc)
Classification
• Completely free, uncontrolled, “folksonomic”
Classification
• Completely free, uncontrolled, “folksonomic”
• Structure emerged organically
Classification
• Completely free, uncontrolled, “folksonomic”
• Structure emerged organically
• Socio-linguistic, consensual ontological trends,
patterns
photo by Hughes Léglise-Bataille
photo by Hughes Léglise-Bataille
paris
france
2006
olympus
e500
color
protest
riot
demonstration
CPE
fire
photojournalism
firemen
explorepage
interestingness
interestingness1
manifestation
flickrblog
top-f300
top-v10000
MAX
magazine
top-f100
top-f200
top-f50
top-f25
top-f400
top-v13000
top-v14000
car
burning
pompier
top-v15000
ULTRASELECTED
nocrop
photo by Hughes Léglise-Bataille
paris
france
2006
olympus
e500
color
protest
riot
demonstration
CPE
fire
photojournalism
firemen
explorepage
interestingness
interestingness1
manifestation
flickrblog
top-f300
top-v10000
MAX
magazine
top-f100
top-f200
top-f50
top-f25
top-f400
top-v13000
top-v14000
car
burning
pompier
top-v15000
ULTRASELECTED
nocrop
photo by Hughes Léglise-Bataille
paris
france
2006
olympus
e500
color
protest
riot
demonstration
CPE
fire
photojournalism
firemen
explorepage
interestingness
interestingness1
manifestation
flickrblog
top-f300
top-v10000
MAX
magazine
top-f100
top-f200
top-f50
top-f25
top-f400
top-v13000
top-v14000
car
burning
pompier
top-v15000
ULTRASELECTED
nocrop
photo by Hughes Léglise-Bataille
Classification
• Completely free, uncontrolled, “folksonomic”
• Structure emerged organically
• Socio-linguistic, consensual ontological trends,
patterns
• Multilingual description
moon
luna
shine
dark
notte
night
grey
grigio
nero
near
full
astronomy
spots
lune
Mond
kuu
달
lua
ดวงจันทร์
maan
Луна
mēness
tunglið
Σελήνη
mісяць photo by Callistofrax
Classification
• Completely free, uncontrolled, “folksonomic”
• Structure emerged organically
• Socio-linguistic, consensual ontological trends,
patterns
• Multilingual description
• Machine tags
CC BY-NC 2.0 / By cackhanded
taxonomy:kingdom=Animalia
Flickr Commons
2008
flickr.com/commons
Dungeness was built in 1892 and ran for Clyde
Shipping until 1926
The captain is named as Henderson
Henderson was still captain in May 1910 (arriving at
Newhaven on the 12th from Southampton and
sailing for Glasgow the following day), so I'd guess
there's a good chance Henderson is the man
behind the life-preserver.
The scenery behind is clearly Ferrybank
I've found a master mariner John Henderson in the
1911 census
Flickr Commons
• Passionate “cataloguers” with time to give
• Real, new information gathered - multiple
points of entry
• Information ingested from Flickr into catalogues
Ay, in the catalogue ye go for men,
As hounds and greyhounds, mongrels, spaniels, curs,
Shoughs, water-rugs, and demi-wolves are clept
All by the name of dogs. The valued file
Distinguishes the swift, the slow, the subtle,
The housekeeper, the hunter, every one
According to the gift which bounteous nature
Hath in him closed, whereby he does receive
Particular addition, from the bill
That writes them all alike. And so of men.
Macbeth: Act 3, Scene 1
Big Library Data
30 million records, editable by anyone
2009-2011
Open Library
• “Wikipedia for books”
• 30+ million records from 50+ “official” sources
• Full of errors and inconsistency
• Original records made by humans, in
constrained system
• Deployed FRBR in 2011
Open Library
• Built tools to improve internal consistency
• Show activity, highlight actors
• Bots doing tiny, precise edits
• API can be hit with lots of different identifiers
Samuel Langhorne Clemens
Twain Mark
Twain
M. Twain
TWAIN
Twain, Mark (pseud)
Mark (Samuel L. Clemens)
Twain
Mark TWAIN
TWAIN, MARK, 1835-1910.
Twain, Mark (Spirit)
Mark Twain
Samuel Langhorne Clemens
(Mark Twain)
Twain, Mark, 1835-1910.
Mark Twain
Mark TWAIN
M. Twain
TWAIN
Twain
Twain Mark
Twain, Mark (pseud)
Twain, Mark (Spirit)
Twain, Mark, 1835-1910.
TWAIN, MARK, 1835-1910.
Mark (Samuel L. Clemens)
Twain
Samuel Langhorne Clemens
(Mark Twain)
Samuel Langhorne Clemens
oclcBot

Updated millions of 

OL records to add 

OCLC numbers, 

matching on ISBN.
openlibrary.org/dev/docs/bots
Open Library

OL2031859M

Internet Archive

howtostockqualit00will

ISBN 10

0942617045

LC Control Number

88007490

OCLC/WorldCat

18521986

Library Thing

2904344

Goodreads

4612386
> I AM YOUR HARVESTING AGENT
photo by lomokev
> gfns.uk
Two Way Street
photo by Library of Congress
twoway.st
• Made in 2015
• Independent explorer of the British Museum
• 2.2 million records - RDF, CIDOC-CRM
• 3 people
• 1 week
twoway.st
• Made in 2015
• Independent explorer of the British Museum
• 2.2 million records - RDF, CIDOC-CRM
• 3 people
• 1 week
• (offline because AWS crapped out)
Ugh.
1980s
RDF hairball was
hard to consume,
even harder to
traverse.
Squished down to
single key:value
field array for each
object
Used
Elasticsearch
like a data store
Built machine-
consumable
pages
{"created_at":"2015-04-11T16:11:00.932+00:00","updated_at":"2015-04-11T16:11:00.932+00:00","updated_fr
om_remote_at":"2015-04-11T16:11:56.100+00:00","image_url":"http://www.britishmuseum.org/
collectionimages/AN00079/AN00079805_001_l.jpg","label":"Buonaparte and his old friends on their
travels!!","acquisition_date":1868,"acquisition_from":"Hawkins, Edward to The British
Museum","appeared_in_exhibition":null,"associated_event":null,"associated_person_depicted_ab":null,"as
sociated_person_depicted_ii":null,"associated_person_depicted_ip":null,"associated_person_depicted_ir"
:null,"associated_person_former_owner":"Napoleon
I","associated_person_named_and_portrayed_in_inscription":null,"associated_place_depicted_it":null,"as
sociated_place_named_in_inscription":null,"associated_place_original_from":null,"associated_place_refe
rred_place":null,"authority_assocication_f":null,"bibliograpic_reference":"BM Satires
11052","carries_an_inscription_which_was_created_by":null,"component_of_series":null,"consists_of":"pa
per","dimension_depth":null,"dimension_diameter":null,"dimension_height":"234.00mm","dimension_length"
:null,"dimension_thickness":null,"dimension_weight":null,"dimension_width":"334.00mm","ethnic_group_ma
de_by":null,"found_excavated_collected_by":null,"found_in":null,"inscription_note":null,"located_in_ga
llery":"Satires British 1808 Unmounted Roy","object_reference_number":"PPA82903","object_type":
["satirical
print","print"],"production_author":null,"production_calligrapher":null,"production_date":"1808","prod
uction_designed":null,"production_drawn":null,"production_influenced_by":"After Woodward, George
Moutard","production_likely_unlikely":null,"production_made":null,"production_made_in":null,"productio
n_painted":null,"production_painted_in":null,"production_period_culture":null,"production_photographed
":null,"production_printed":"Williams, Charles","production_published":"Tegg,
Thomas","production_published_in":null,"px_condition":null,"px_exhibition_history":null,"px_object_exh
ibition_label":null,"px_physical_description":"The Devil pushes Napoleon down a slope towards the jaws
of Hell (cf. BMSat 11036), while he directs him to look through his glass at a sun, East Indies,
irradiating the sky, above the flames which his victim has not seen. He says: "There my fine little
fellow - what do you think of that prospect - I always told you there was nothing got by staying at
home, - that is the way to dish John Bull". Napoleon says: "It is certainly a very inviting
prospect". The sun appears above a hill to which a road ascends but is barred by the fierce flames
issuing from the gaping jaws of a huge monster (r.) in which two grinning demons await the Emperor
with pitchforks. One says: "I always said with the help of our Old Master we should have him at
last". In the background (l.) a road leads to a building among trees: 'St Cloud'.rrn15 November
1808rrnHand-coloured
etching","regno":"1868,0808.7703","school_of":"British","subject":"satire","title_translation":null,"u
ses_technique":["etching","hand-coloured"],"ware":null,"id":"PPA82903"}
http://twoway.st/things/PPA82903.json
Linked back
to original
data source
Not bad!
Wellcome Library
Wellcome Library
• Made in 2016, commissioned exploration leading
to alpha
• ~ 1 million records, MaRC + archives
• 3 people
• 4 x 1 week sprints
• Connected VIAF, LCSH, MeSH, Wikidata en
masse
Week 1 Scope of the Catalogue
Week 2 Show the Thing
Week 3 Context around content
Week 4 Scalability
Week 1: Scope
Week 1: Scope
Week 1: Scope
Week 1: Scope
Week 1: Scope
Week 1: Scope
Week 1: Scope
London :
[London] :
[London :
[London,
Londini :
[London? :
[London?] :
[London?,
[London],
Londres
A Londres :
[London]
London,
Imprinted at London :
London:
London.
London [England] :
Lugduni :
Londres [i.e. Paris?] :
Printed at London :
Londra :
A Londres [i.e. Paris?] :
At London :
Londres [i.e. Paris],
[London (20 Threadneedle Street)] :
London (26 Haymarket) :
[London] (Paternoster Row) :
[London?],
London (Upper Gower Street) :
London, England :
London [etc.] :
Week 1: Scope
Summary in English.
Summaries in English
Summaries in English.
Includes summary in English.
Summary in English
Some summaries in English
Includes summary in English
English summaries.
Some summaries in English.
Summary in English (p.4)
Includes Summary in English.
Some English summaries
Summaries in English in later vols
Summaries also in English
Includes summaries in English.
With English summary.
Week 1: Scope
In English.
In English
In English .
This edition in English.
English.
Text in English.
Text in English
English
English version.
This edition is in English and an undetermined
language with English subtitles.
Week 1: Scope
Week 2: Show the Thing
Week 2: Show the Thing
http://thing.whatsinthelibrary.com/by_year/1893
Week 2: Show the Thing
http://thing.whatsinthelibrary.com/subjects?subject=Eye
Week 2: Show the Thing
Week 2: Show the Thing
Week 2: Show the Thing
Week 2: Show the Thing
Week 2: Show the Thing
Week 2: Show the Thing
You can’t beat an ordered list.
Week 3: Context
Week 3: Context
Week 3: Context
“This feels like I’m walking
around a museum. At first
i thought it was just going
to be a list of stuff, until I
saw the editorial… This
feels new.”
- Matt Webb, friendly visitor
Week 3: Context
Gathering canonical IDs
Week 3: Context
Week 3: Context
Week 4: Scalability
Week 4: Scalability
Week 4: Scalability
Week 4: Scalability
Week 4: Scalability
Week 4: Scalability
Ending with a
challenge…
Systems
without
legacy
Born digital,
active participants,
live data,
data structure done
ifttt.com
How can we
avoid copying
errors and
bloat?
Should these be in the Linked Data Cloud?
Implications of MARC Tag Usage on Library Metadata Practices
Smith-Yoshimura, et al., for OCLC Research and the RLG Partnership
© 2010 OCLC Online Computer Library Center, Inc.
Metadata haircut?
Minimum
viable record?
http://www.klappstuhlclub.de/
http://www.klappstuhlclub.de/
https://github.com/simonw/datasette
https://github.com/simonw/datasette
Low
friction data
like CSV?
Low
friction data
like CSV?
Tiny ontology,
surgical updates
“Make available” is
really different to
“actively connect”
Jenny Holzer
You’re unique!


(Even though your collection may relate to general entities!)
George Oates / @ukglo

glo@gfns.uk
Europeana Tech, Rotterdam, May 2018
Thanks!

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