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David De Roure
 @dder


Intersection, Scale, and
Social Machines

The Humanities in the Digital Age
DIRECTOR, UNIVERSITY OF OXFORD E-RESEARCH CENTRE
Porter, Bernard. 1939. Being a Map of Physics. Courtesy of Maine State Library and Mark Melnicove. In "10th Iteration (2014): The
Future of Science Mapping," Places & Spaces: Mapping Science, edited by Katy Börner and Samuel Mills. http://scimaps.org
http://oxfordschoolofphotography.wordpress.com/tag/tilt-shift-photography/
TORCH	DH	
Zooniverse	
IoT															
Engineering	
Cyber	
Linguis7cs	
English	
Oxford	
Mar7n	
School	
Saïd	
ARC	 IT	Services	
ECI	
Geography	
SKA	
CUDA	
Physics	
Computer	Science	
Maths	
History	
Oxford	
Internet	
Ins7tute	
Music	
Archaeology	
Classics	
Zoology	
Museums	
Wolfson	
Law	
Bodleian	Libraries	
Pharmacology	
Biochemistry
Segolene’s	slide
Edwards, P. N., et al. (2013) Knowledge Infrastructures: Intellectual Frameworks and Research
Challenges. Ann Arbor: Deep Blue. http://hdl.handle.net/2027.42/97552
The Big Picture(s)
ChristineBorgman
theODI.org
Data Detect Store AnalyticsFilter Analysts
Four	quadrants	
More	people	
More	machines	
HPC	
	
	
Conven7onal	
Computa7on		
Digital	
Scholarship	
	
	
Social	
Networks	
Science	2.0	
Big	Data	
Computa7onal	
methods	
Ci7zen	
Science	
Machine	Learning	Scien7fic	Compu7ng	
Cybersecurity	
AUTOMATION
Citizens
Social	Machines	
Real life is and must be full of all kinds of social
constraint – the very processes from which society
arises. Computers can help if we use them to create
abstract social machines on the Web: processes in
which the people do the creative work and the
machine does the administration... The stage is set for
an evolutionary growth of new social engines. The
ability to create new forms of social process would be
given to the world at large, and development would be
rapid.
Berners-Lee, Weaving the Web, 1999 (pp. 172–175)
Scientists
Talk
Forum
Image
Classification
data reduction
Citizen Scientists
hWps://twiWer.com/CR_UK/status/446223117841494016/	
Some	people's	smartphones	
autocorrected	"BEAT"	to	
instead	read	"BEAR”	
	
"Thank	you	for	choosing	an	
adorable	polar	bear,"	the	
reply	from	the	WWF	said	
"We	will	call	you	today	to	set	
up	your	adop7on."	
hWp://www.bbc.com/news/technology-26723457
Social	Media	Triangle	
social media
data and
analytics
social media for
engagement with
research
social media
as a subject
of research
Sam McGregor
New	and	Emerging	Forms	of	Data	
•  Internet	data,	derived	from	social	media	
and	other	online	interac7ons	(including	
data	gathered	by	connected	people	and	
devices,	eg	mobile	devices,	wearable	
technology,	Internet	of	Things)	
•  Tracking	data,	monitoring	the	
movement	of	people	and	objects	
(including	GPS/geoloca7on	data,	traffic	
and	other	transport	sensor	data,	CCTV	
images	etc)	
•  Satellite	and	aerial	imagery	(eg	Google	
Earth,	Landsat,	infrared,	radar	mapping	
etc)	
http://www.oecd.org/sti/sci-tech/new-data-for-
understanding-the-human-condition.htm
http://www.parliament.uk/business/committees/committees-a-z/commons-select/science-and-technology-committee/news/report-responsible-use-of-data/
Crossing the Boundaries of
Discipline
Multi/Inter/Trans/Post
Community	
Somware	
Supercomputer	
Digital	Music	
Collec7ons	
Student-sourced	
ground	truth	
Community	
Somware	
Linked	Data	
Repositories	
Supercomputer	
23,000 hours of
recorded music
Music Information
Retrieval Community
SALAMI
Sequence alignment
http://en.wikipedia.org/wiki/Sequence_alignment#/media/File:Histone_Alignment.png
Dan Edelstein, Robert Morrissey, and Glenn Roe, To Quote or not to Quote: Citation Strategies in the Encyclopédie. Journal of the
History of Ideas , Volume 74, Number 2, April 2013 . pp. 213-236. 10.1353/jhi.2013.0012
3,610 Shared Passages
Montesquieu - 681 passages
•  De l'esprit des lois (1746) - 477 passages
•  Considérations sur les Romains… (1734) - 173 passages
Voltaire - 528 passages
•  Essai sur l'histoire générale… (1756) - 415 passages
Jean-Baptiste Dubos - 229 passages
•  Réflexions critiques sur la poésie et sur la peinture (1719) - 227 passages
René Aubert de Vertot - 122 passages
•  Histoire des révolutions arrivées dans le gouvernement romain (1727) - 122 passages
Antoine Arnauld & Pierre Nicole - 107 passages
•  La logique, or l'art de penser (1662) - 107 passages
Charles Rollin - 100 passages
•  Histoire ancienne des Égyptiens (1738) - 94 passages
Montaigne - 91 passages
•  Les Essais (1595) - 91 passages
Condillac - 91 passages
•  Essai sur l'origine des connaissances humaines (1746) - 91 passages
Aligned passages in the over 900 texts that predate the publication of the Encyclopédie in the ARTFL-Frantext collection,
from Russell Horton, Mark Olsen, and Glenn Roe, Something Borrowed: Sequence Alignment and the Identification of
Similar Passages in Large Text Collections, Digital Studies - Le Champ numérique 2 (1)
Psychology and digital technology are
being combined to understand music
in new ways. In the run-up to the
Being Human festival, a group of
students in the audience for Wagner’s
epic ‘Ring Cycle’, conducted by Valery
Gergiev (Birmingham Hippodrome)
will take part in an intriguing
experiment to monitor the sensations
produced over the 16-hour cycle of
four operas.
How do we really
experience Wagner’s music?
http://beinghumanfestival.org/event/hearing-wagner/
Tarte, S. Willcox, P., Glaser, H. and De Roure, D. 2015. Archetypal Narratives in Social
Machines: Approaching Sociality through Prosopography. ACM Web Science 2015.
Speakers:
Howard Hotson (Professor of Early
Modern Intellectual History, University
of Oxford)
Andrew Prescott (Professor of Digital
Humanities, University of Glasgow)
Dave De Roure (Professor of e-
Research, Oxford e-Research Centre)
Heather Viles (Head of School of
Geography and the Environment)
Crossing the Boundaries
of Time
Richard O’Bierne
First	Folio	Social	Machines	
Metadata
Story of the
First Folio
Social
Machines Annotation
David De Roure and Pip Willcox
‘“Coniunction, with the participation of Society”: Citizens, Scale, and
Scholarly Social Machines’
Beyond the PDF: Born-Digital Humanities, Boston, 27–28 April 2015
Pip Willcox
Digital	Material	
Pip Willcox
Oxford e-Research Centre
Ada Lovelace:
Notes and Numbers
David De Roure and Pip Willcox
22 December 2015
Oxford e-Research Centre
DMRN+9
0,	1,	1,	2,	3,	5,	8,	13,	21,	34,	55,	89,	144,	
233,	377,	610,	987,	1597,	2584,	4181,	
6765,	10946,	17711,	28657,	46368,	
75025,	121393,	196418,	317811,	
514229,	832040,	1346269,	2178309,	
3524578,	5702887,	9227465,	14930352,	
24157817,	39088169,	…	
Fibonacci numbers
F(n) = F(n-1) + F(n-2) with F(0)
= 0 and F(1) = 1 
Card:		1.	(fib.ae:1)	N0	35	
Store:	V0	=	35	
Card:		2.	(fib.ae:2)	N1	20	
Store:	V1	=	20	
Card:		3.	(fib.ae:3)	N2	0	
Store:	V2	=	0	
Card:		4.	(fib.ae:4)	N3	1	
Store:	V3	=	1	
Card:		5.	(fib.ae:5)	N4	1	
Store:	V4	=	1	
Card:		6.	(fib.ae:6)	N5	1	
Store:	V5	=	1	
Card:		7.	(fib.ae:7)	/	
Card:		8.	(fib.ae:8)	L2	
Store:	Mill	<=	V2(0)	
Card:		9.	(fib.ae:9)	L0	
Store:	Mill	<=	V0(35)	
Mill:		0	/	35	=	0,	Rem:	0	
Card:		10.	(fib.ae:10)	P	
0	
Card:		11.	(fib.ae:11)	L3	
Store:	Mill	<=	V3(1)	
Card:		12.	(fib.ae:12)	L0	
Store:	Mill	<=	V0(35)	
Mill:		1	/	35	=	0,	Rem:	1	
Card:		13.	(fib.ae:13)	P	
1	
Card:		14.	(fib.ae:14)	+	
Card:		15.	(fib.ae:15)	L2
Human	Digital	Physical	Triangle	
human
digital physical
social
media
IoT
automation
and scale
Same quest, with some new methods
Doing things in new ways
Doing entirely new things
Social as well as digital as well as physical
Intersection, Scale, and Social Machines
Humanities can benefit from
scholarship in other disciplines
Can other disciplines benefit from
scholarship in the humanities?
For discussion at the closing panel
"We're all in some sense digital humans, and digital humanists” @jfwinters
david.deroure@oerc.ox.ac.uk
@dder
Thanks to Christine Borgman, Chris Lintott, Emily Howard,
Richard O’Bierne, Glenn Roe, Ségolène Tarte, Pip Willcox;
CofK, FAST, FORCE11, SOCIAM, Transforming Musicology;
AHRC, EPSRC, ESRC, JISC, Andrew W. Mellon Foundation.
http://www.slideshare.net/davidderoure/humanities-in-the-digital-age-2016

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