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Trilce	Navarrete
Erasmus	University	Rotterdam		
@TrilceNavarrete
Open	Up	!	Wikimedia	en Erfgoed
19	January	2018
The	value	of	sharing
GLAMs	in	Wikipedia
Radboud Universiteit Bijzondercollecties (38	months)
Total	Monthly	Page	Views:	44,572
Comedia SP	Wiki	monthly	views:	12,460
https://commons.wikimedia.org/wiki/File:Hoogstraten_-_1678_-_Inleyding_tot_de_hooge_schoole_der_schilderkonst_-
_UB_Radboud_Uni_Nijmegen_-_066106893_05_Thalia_de_Kluchtspeelster.jpg
About	myself
• PhD	in	Letters:	History	of	Digital	Museums.	
• Background	in	Art	History,	Museum	Studies,	
Economics	of	the	Arts,	and	Information	
Science.
• Researcher,	lecturer	for	past	17	years.	
• International	projects	and	associations:
• Enumerate,	EGMUS,	CIDOC,	MCN,	ACEI	
• RICHES,	ViMM
• Keywords:	digital	museums	(GLAMs),	
research,	statistics,	value=access.
1.	Background:	
Value,	Social	impact
2.	Long-term	value:
Sustainability,	Visibility,	Use
3.	GLAMs	in	Wiki:
Findings
4.	Closing
Take	homeRijksmuseum	Amsterdam	(54	months)
Total	Monthly	Page	Views:	21.8m
William	III	of	England	EN	Wiki	monthly	views:	91,550
https://en.wikipedia.org/wiki/File:Willem_II_prince_of_Orange_and_Maria_Stuart.jpg
Background
(Wikimedia	Nederland	2017)
Culture	conveys	identity,	meaning	and	values.	Its	
tangible	expression	is	collected,	preserved,	
researched,	and	made	available	in	GLAMs.
Value	of	collections	depend	on	people.	Access	
and	use	enable	interpretation	of	value.
• Economic	value:	expressed	in	financial	terms	
(e.g.	price	at	auction),		
• Cultural	value:	echoing	a	specific	time	and	place	
(e.g.	style	used	by	an	artist),	
• Social	value: reflecting	the	morals	of	a	group	
(e.g.	collections	as	means	for	education),	
providing	connection	to	others	(e.g.	identity).
North	Holland	Archive	(11	months)
Total	Monthly	Page	Views:	579
Six-banded	armadillo	EN	Wiki	monthly	
views:	574
https://commons.wikimedia.org/wiki/File:NL-
HlmNHA_53004652_02_Zesbandgordeldier.tif
The	social	impact	of	GLAMs	in	Wiki	can	be	
identified	in	the	following:	
Repositories	function	as	community	hubs,	as	
places	to	transfer	knowledge	across	time	and	
place,	resulting	in	social	renewal
Access	to	collections	(and	articles)	reinforce
the	expression of	identity,	pride,	sense
of	place	and	belonging
Interacting	with	the	collections	(and	articles)	
promotes	social	inclusion,	tolerance,	
respect	for	diversity,	and	inspires	learning
Access	to	quality	content	contributes	to	
learning,	which	feeds	human	capital
Background
(Wikimedia	Nederland	2017)
Amsterdam	Museum	(38	months)
Total	Monthly	Page	Views:	1.2	million
Stock	Market	EN	Wiki	monthly	views:	68,898
https://commons.wikimedia.org/wiki/File:MG_056-
De_Beurs_van_Hendrick_de_Keyser.jpg
http://en.unesco.org/creativity/global-report-2018
Innovative	cultural	policies	implemented	at	regional	and	local	levels	have	a	
positive	impact	on	the	whole	of	cultural	governance
http://en.unesco.org/creativity/global-report-2018
Innovative	cultural	policies	implemented	at	regional	and	local	levels	have	a	
positive	impact	on	the	whole	of	cultural	governance
Governance is	all	of	the	processes	of	
governing.
It	relates	to	"the	processes	of	
interaction and	decision-making
among	the	actors	involved	in	a	
collective	problem	that	lead	to	the	
creation,	reinforcement,	or	
reproduction	of	social	norms	and	
institutions."
https://en.wikipedia.org/wiki/Governance
Long-term
Roadmap:	Support	sustainable systems	of	governance	for	culture
UNESCO	2005	Convention	Global	Report	(2018)
The	digital	environment	has	
transformed	the	value	chain	from	
a	pipeline-like	configuration	to	a	
network	model.
To	address	the	concern	of	the	rise	of	private	platforms,	we	
need	a	new	approach	where	public	sector,	private	companies,	
and	civil	society	interact,	collaborate	and	co-construct.
Long-termWhy	Wikipedia … ?	
Network	model	+	New	approach
• Interact,	collaborate,	and	co-construct
Sustainable	
• Launched	in	2001
Accessible
• 47.3	million	articles
• 299	languages	(EN	11.7%,	NL	4.1%)
• 22.2b	monthly	views	(EN	10.6b,	NL	249m)
Visible
• For	people:	24/7	global
• For	machines:	knowledge	graph,	APIs,	…
Paleis Het	Loo	(1	month	*in	BaGLAMa2)
Total	Monthly	Page	Views:	93,368
Peter	the	Great	EN	Wiki	monthly	views:	91,555
https://commons.wikimedia.org/wiki/File%3APeter_I_by_Carel_de_Moor.jpeg
Museum	Het	Valkhof (1	month*in	BaGLAMa2)
Total	Monthly	Page	Views:	35,626
Nijmegen	EN	Wiki	monthly	views:	13,405
https://commons.wikimedia.org/wiki/File:View_on_the_waal_janvangoyen.jpg
Findings
Museum	Paleis Het	Loo	(1	month	*in	BaGLAMa2)
Total	Monthly	Page	Views:	12.001
Protestantism	en Belgique FR	Wiki	monthly	views:	179
https://commons.wikimedia.org/wiki/File%3ABaptism_of_William_III_of_the_Netherlands.jpg
Change	in	accessibility:	onsite	(100yrs)	and	online	(5yrs).
• Onsite	peak:	300,000	visitors
• Average	per	year:	94,500	visitors
• Online	Wikipedia	peak:	18	million	clicks
• Average	per	year:	1.7	million	clicks
• (Average	clicks	per	year	on	the	NMWC	website:	600,000)
0
50000
100000
150000
200000
250000
300000
350000
Number	of	visitors
0
5
10
15
20
Number	of	views	in	
millions
Knowledge	transfer	among	broader	audience
Change	in	participation
(partial	data	onsite)
0
200
400
600
800
1000
1200
1400
1600
1800
2000
Number	of	articles
English	Wikipedia Indonesian	Wikipedia German	Wikipedia Dutch	Wikipedia
0
2000
4000
6000
8000
10000
12000
14000
16000
Number	of	views	(in	thousands)
English	Wikipedia Indonesian	Wikipedia German	Wikipedia Dutch	Wikipedia
Readers	mostly	on	English	Wikipedia
Followed	by	Indonesian	readers
Edits	mostly	on	Indonesian	Wikipedia
Followed	by	English	and	Dutch	editions
Create	sense	of	community,	reinforce	expression	of	identity
Change	in	object	mobility:	onsite	exhibits	and	online	
articles.	
Online	use	of	collection	(5	years):	12%	objects	
(of	1%	of	collection).
Online	peak	(frequency):	135	articles	(May	2015).
Onsite	use	of	collection	(100	years):	
10%	of	objects.
Onsite	peak	(frequency):	10	exhibits.
10%
90%
Onsite
Exhibitions
Storage
12%
88%
Online
Articles
Commons
99%
1%
Museum
Wiki
Reuse	of	collections	inspires	learning,	respect	for	diversity
FindingsOnline	is	complementary	of	onsite.
Preference	onsite	for	3D	and	online	for	2D:
• Objects	photographed	in	context	(e.g.	tool	in	use).
Onsite,	object	view	increases	with:
• Time	(when	accounting	for	3D).
Online,	object	view	increases	with:
• Time.
• Quality	of	article	(=	greater	number	of	images).
• Diversity	of	images	(related	to	quality).
• English	version,	followed	by	Indonesian	and	Dutch.
• Topic	(geography).
Tropenmuseum (89	months)
Total	Monthly	Page	Views:	15	million
Photograph	EN	Wiki	monthly	views:	
328,634
https://commons.wikimedia.org/wiki/File:COLLECTIE_TROPENMUSEUM_
Portert_van_twee_jonge_Balinese_danseressen_TMnr_10004678b.jpg
Access	to	greater	skills	and	knowledge
Dataset:	28,613	paintings	in	160,174	Wikipedia	articles	(2015)
Method:	
- Using	Wikidata (all	paintings:	N=117,000,	
with	image/	date/	keyword:	N=64,700)		
- Wikipedia	API	
(complement	data	with	author/	description)
- Identify	those	with	an	article:	N=28,613
Availability	of	images	online	leads	to	reuse
Preference	for	portraits	to	depict	concept	
=	iconic	use	of	artworks
Cultural	(linguistic)	preference	for	paintings	as	icons.
French	and	Portuguese	editions	most	likely	to	use	artworks
Access	facilitates	learning,	reinforce	sense	of	pride
Dataset:	10,054	paintings	in	26,858	English	Wikipedia	articles	(2017)
Method:	
- Wikidata ‘paintings’	=	224,374	
- With	location	/	date	/	creator	=	89,637	(excluding	doubles)
- With	image	=	27,501
- Wikipedia	articles	=	10,054	(36%	of	images	used	in	articles)
- Long	tail	=	popularity	of	few	items	(most	used	in	<20	pages)
0
20
40
60
80
100
120
140
160
180
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46
10,054
Potential	for	greater	impact
Overview	of	10,055	‘paintings’	by	year.
0
200
400
600
800
1000
1200
-900
801
1215
1295
1332
1365
1394
1420
1440
1458
1477
1495
1513
1531
1549
1567
1585
1603
1621
1639
1657
1675
1693
1711
1729
1747
1765
1783
1801
1819
1837
1855
1873
1891
1909
1927
1945
1963
1981
1999
Paintings Images
Copyright	hole
Potential	for	improved	access
Potential	for	improved	access
EN	Wikipedia	20	most	viewed	sites
• Encyclopedic	use
• Partial	documentation	(Wikidata)
• Reflects	popular	interests
• Categories:	
• Entertainment	(#129)
• Politics	and	History	(#1)
• Geography	(#3)
• Sexuality	(#14)
• Science	(#18)
• Computers	(0)
• Arts	(#2)
• Religion	(#215)
• Holidays	(0)
• Current	events	(#267)
• Drugs	(0)
Image	re-useRank Website Paintings Page	views Category
1 Alexander	Hamilton 2 493760 history
2 William	Shakespeare 1 469102 art
3 France 2 408847 geo
4 Netherlands 3 371973 geo
5 Spain 6 354002 geo
6 Leonardo	da	Vinci 5 350399 art
7 Napoleon 8 337757 history
8 Vincent	van	Gogh 33 264330 art
9 Mona	Lisa 3 259194 art
10 Poland 3 257411 geo
11 American	Revolutionary	War 5 210350 history
12 Renaissance 4 185206 history
13 Romanticism 21 128733 art
14 Rape 2 128054 sexuality
15 Liberalism 4 126988 history
16 New	Jersey 1 123897 geo
17 Lesbian 2 116775 sexuality
18 Psychosis 1 112603 science
19 New	York 1 103012 geo
20 Dating 2 94116 science https://tools.wmflabs.org/pageviews
We	identified	1	painting
The	article	contains	12	paintings	
(29	media:	sculptures,	prints,	
drawings,	coins,	photographs,	
stamps,	documents)
Washington	University	
Law	School	
(not	in	BaGLAMa2)
Alexander	Hamilton	
EN	Wiki	monthly	
views:	493,760
https://	
https://commons.wikimedia.org/wiki/File
:Alexander_Hamilton_portrait_by_John_
Trumbull_1806.jpg
Paintings	are	valuable	illustrations	in	five	modalities:	
- About	itself:	painting	as	painting
- About	collecting	institutions
- About	the	past:	lack	of	alternative	image
- E.g.	portraits,	battles,	locations,	extinct	animals…
- About	a	concept	of	technique
- E.g.	colours,	conditions	(obesity),	traits	(accounting)…
- As	alternative	to	photograph	(e.g.	autopsy,	rape)
- As	symbol
- E.g.	liberty,	psychosis…
- As	contextual	information
- Visual	metadata
- E.g.	biodiversity,	society…
Image	re-use
2
6
3
What	do	fashion,	
George	Watsky,	
assassinations,	
sexuality,	
German	theater,	and	
1599	have	in	common? 1
What	do	France,
Dorothea	Berck,
green,	
stolen	art,
neuroesthetics,
Max	von	Schilings,	and
1963	have	in	common?
2
GLAMs	as	quality	signal
1
2
3
5
4
6
7
8
9
10
11
12
13
14
15
1
16
17
18
19
20
Take	home
Skokloster Castle	(54	months)
Total	Monthly	Page	Views:	5.1m
Librarian	EN	Wiki	monthly	views:	9,619
https://commons.wikimedia.org/wiki/File:Bibliotekarien_konserverad_-_Skoklosters_slott_-_97136.tif
GLAMsThe	value of	sharing	is	interpreted	in	a	
continuous	process.	The	value	of	the	
collections	depends	on	people’s	use.	
GLAMs	are	nods	part	of	a	knowledge	network	
(across	time	and	space),	holding	quality
content.	
Wikipedia	provides	a	universal	network,	
where	paintings	illustrate	articles	that	are	
accidentally viewed	by	millions	worldwide.	
Together,	GLAMs	and	Wikis	can	contribute	to	
develop	a	sustainable system	of	governance	
for	culture	– where	collections	serve	to	fuel	
interaction,	collaboration,	and	co-construction	
to	regenerate	value.
Erfgoedcentrum Rozet (1	month	*in	BaGLAMa2)
Total	Monthly	Page	Views:	780
Anna	Maria	van	Schurman EN	Wiki	monthly	views:	780
https://commons.wikimedia.org/wiki/File:Anna_Maria_van_Schurman_1607-
1678_Erfgoedcentrum_Rozet_300_191_d_2_A-14.jpg
Thank	you	!
• top
University	of	Amsterdam	
(38	months)
Total	Monthly	Page	Views:	
2.2	million
Mammal	EN	Wiki	monthly	
views:	179,968	
https://commons.wikimedia.org/wiki/File:Cynailuru
s_guttata_-_1818-1842_-_Print_-
_Iconographia_Zoologica_-
_Special_Collections_University_of_Amsterdam_-
_(white_background).jpg
For	references	see	
TrilceNavarrete.com/publications
Tools:
BaGLAMa2
GLAMorgan
Pageviews

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