Art History in the World of Digital Humanities. Aspects of a Difficult Relationship

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Art History in the World of Digital Humanities. Aspects of a Difficult Relationship
Renaissance                                                                                                       4/2017 - 1

Georg Schelbert

Art History in the World of Digital Humanities. Aspects of a Difficult
Relationship

 Fig. 1: No digital art history in the digital humanities? (The 3-spheres model of the Digital Humanities by Patrick Sahle
                                                          2015).

Is Digital Art History failing at the Digital Hu -             currently more or less a German handbook
manities?                                                      on digital art history.[3] On the one hand, I
                                                               agree completely with James Cuno’s state-
If one looks at compendia for the Digital Hu-                  ments, but what he is talking about is not in
manities, it is striking that art history and re-              fact “the internet”, but rather the “Digital
lated subjects, even archaeology, are still                    Humanities”, or whatever you might call his-
rather marginal topics (cfr. fig. 1). [1] At Digit-            torical and visual culture studies using digit-
al Humanities meetings, more and more                          al methods. Moreover, we should take a
contributions are being made that include                      close look at the situation to understand
working with pictures, 3D reconstructions or                   what this relationship really does look like.
maps, but it is noticeable that art historians                         First, Cuno recapitulates the chal-
are rarely responsible for this. James Cuno                    lenges of digital initiatives in a few precise
published a frequently quoted article in                       words: “Keeping up with the pace of
2012 with the title: “How Art History is Fail-                 change in the digital world is challenging,
ing in the Internet”.[2] Hubertus Kohle even                   and harnessing its potential can be frustrat-
makes it into a kind of motto for his 2013                     ing. But the biggest mistake many of us in
book “Digitale Bildwissenschaft”, which is                     the arts and humanities academy can make
Art History in the World of Digital Humanities. Aspects of a Difficult Relationship
Georg Schelbert            Art History in the World of Digital Humanities               kunsttexte.de   4/2017 - 2

is thinking of that potential only in terms of                 the case: Although she states that an aston-
how we can use the new technology to                           ishing number of inventories of museums,
more quickly and broadly disseminate in-                       libraries, galleries, and collections have
formation. The promise of the digital age is                   been digitized, she claims that this kind of
far greater than that. It offers an opportunity                effort “is digitized art history, one built on
to rethink the way we do, as well as to deliv-                 the use of online resources. But no particu-
er new research in the arts.”[4]                               lar changes of thought or critical stance
        But what are exactly, according to                     come with this convenience”.
Cuno, the prospects of the digital? “The                                The distinction made here between
power of our computers to store massive                        digital and digitized art history is not only
amounts of information and then order and                      crucial but also fatal for the role of art his-
reorder it in a near-infinite number of ways                   tory within Digital Humanities since it weak-
should be producing new paradigms in art                       ens even well-meaning defenses of art his-
historical research. Imagine what Erwin                        tory.[6]
Panofsky or Aby Warburg could have done                                 This dichotomy reflects a certain
with our technology.” Such a lack of new                       concept of Digital Humanities that has its
epistemic paradigms was also observed by                       seeds mainly in the philological disciplines,
Johanna Drucker in an article provocatively                    especially linguistics. When I assert a rather
entitled “Is There a ‘Digital’ Art History?”,                  difficult relationship between art history and
cited just as frequently as Cuno’s state-                      the Digital Humanities, I basically wish to in-
ment.[5] She states that digital technologies                  dicate a certain conflict of concepts concer-
did not induce any methodological and the-                     ning the use of the computer in various dis-
oretical changes in the discipline: “A useful                  ciplines of the humanities.
contrast might be drawn between the im-                                 We (still) have to assume a wide-
pact of critical theory and that of digital                    spread opinion that the Digital Humanities
methodologies. In the 1980s, traditional art                   are primarily about text analysis. This has to
history was upended. Semiotics, structural-                    do with the fact that the umbrella term Digit-
ism, post-structuralism, psychoanalysis,                       al Humanities was coined in linguistics and
Marxism, cultural and critical studies, and                    other text-based disciplines. Here, com-
feminist thinking sharply divided art histori-                 puter-based operations start from a (given)
ans. […] Every aspect of art historical know-                  corpus, i.e. a text in digital format, for ex-
ledge was shaken at its foundations.” She                      ample, the complete works of Thomas Aqui-
demands that “we have to see a convincing                      nas. Their exploration by Padre Busa in the
demonstration that digital methods change                      1940s and 50s with the support of IBM is
the way we understand the objects of our                       regarded as the birth of Digital Humanities –
inquiry. […] what are the ways of thinking                     at least in accordance with the common
about works of art that arise from digital                     narrative of computer philologists.[7] Though
methods and reconfigure our fundamental                        it was expensive to build up a digital text
understanding of what constitutes a work of                    corpus with these dimensions at that time, it
art? What new research questions can be                        was not too difficult to implement, as char-
asked?” Drucker answers her own question                       acters and text are almost digital per se.
by proposing “that we could situate a work                     Contrary to art history and related subjects
within the many networks from which it                         (we will come back to this later), the exciting
gains meaning and value, and then present                      work being done with the computer in the
the results within complex visual argu-                        text based disciplines only started when the
ments.” In her opinion, however, this is not                   corpus was ready to be analyzed. In the di-
Art History in the World of Digital Humanities. Aspects of a Difficult Relationship
Georg Schelbert            Art History in the World of Digital Humanities                        kunsttexte.de       4/2017 - 3

gital format, text does not have to be read
any more laboriously by human beings, but
it can be processed and visualized graphic-
ally in various ways. Franco Moretti and his
“distance readings” of hundreds or thou-
sands of books at a time may already be fa-
miliar to the audience.[8]
         Not only do many colleagues from
the philological fields understand “Digital
Humanities” exclusively in this way, but art
historians have begun to adopt this view as
well: so-called “digital art history”, on the
one hand, involves analytical methods,
whereas “digitized art history” is simply the
production of digital representations of
works of art.

The liaison between art history and computa-
tional methods

I would rather see the so-called digitized art
history as an essential part of both digital
art history and digital humanities. So I ad-                   Fig. 2: “Taking possession” of the works of art (here still with
                                                               pre-digital technology): B. von Tieschowitz and R. Hamann-
vocate here for a concept of Digital Human-                    Mac Lean taking pictures in Vezelay, 1927 (Foto Marburg).
ities as a discipline, which also includes the
specific processes of art history and related
subjects. This also intrinsically includes the                 In the domain of the digital capture of arti-
digitization of their objects, which doesn’t                   facts, art history is operating completely
mean just scanning but also modeling and                       within its own tradition (fig. 2). From cata-
virtualization in a broader sense. Finally, a                  loguing, to describing, to drawing, to photo-
clear distinction to so-called digital art his-                graphy, the discipline always looked for
tory cannot be drawn: Already storing digital                  ways to “take possession” of its subjects,
images captured from works of art even in                      particularly replicating and emulating them
the simplest database, sorting or classifying                  in order to have them ready for comparison
them, means crossing the border to a meth-                     and other operations. Neither Wölfflin’s
odological use of digital possibilities – in                   formalistic school, nor the Warburgian cul-
other words: crossing the border to digital                    tural history approach, with its interest in
art history – even without sophisticated im-                   iconography and iconology, would have
age-technologies like pattern recognition.                     been possible without prior transformation
                                                               in portable media formats. Large, systemat-
                                                               ically structured image archives, as well as
                                                               classification systems like Iconclass are un-
                                                               dertakings of the discipline that anticipated
                                                               the computer as a device for counting, fil-
                                                               tering and calculation. It is true that com-
Georg Schelbert            Art History in the World of Digital Humanities                kunsttexte.de   4/2017 - 4

puters had already appeared on the horizon                     on the other hand are definitively only man-
by the mid-20th century, but initiatives like                  ageable with digital technologies. While
Iconclass were definitively inaugurated be-                    considered by some experts as a core field
fore such technology was actually available.                   of Digital Humanities,[13] data modeling and
This is also true of the Census of Antique                     knowledge management in art history, actu-
Works of Art and Architecture Known in the                     ally is hardly acknowledged as a specific
Renaissance which was started as a double                      field of action. This has certainly to do with
file record system on paper before, in the                     the specific “resistance” of material objects
1980s, it underwent a digital transformation                   against formalization,[14] but also with a lack
with the help of the Getty Institute.[9]                       of initiative from the discipline itself.[15] Thus
         For a long time, the field of the ap-                 the most comprehensive concepts for de-
plication of computer technology was seen                      scribing artifacts, the CidocCRM, even if it
mainly in terms of classifying works of art by                 was created by an ICOM group, largely was
form, iconography, and function – these are                    developed by non-art historians.[16] As
the basic cognitive operations an art histori-                 every formalization of historical events or
an starts with. Due to the required memory                     material objects needs a – conscious or un-
and calculation impact, initiatives that                       conscious – framework of assumptions and
tackled the image data itself came rather                      strategies, the distinction between “digit-
late, despite there having been discussions                    ized” and “digital” art history makes no
on image recognition and similar things in                     sense here. The same is true if we look at
the first meetings organized by IBM in the                     the emerging field of mapping.[17] This is an
late 1960s at the National Gallery in Wash-                    activity which is as well connected to col-
ington.[10] Today, images might be the first                   lection building and data modeling as it is to
thing that comes to mind when talking                          analytical operations and visualization.[18]
about digital art history. Within short time,                  This is even more the case if thinking about
valid representations of artifacts might be                    subsequent steps like formal reasoning and
(at least) three-dimensional, as the fourth di-                artificial intelligence (AI).
mension, time, has to be considered, too.                               It is certainly true, as Matthew Lin-
But it is not just about the digital represent-                coln states, that “the sheer numbers of ex-
ation of the “measurable” aspects of the                       tant art objects (particularly multiplicative
artwork. Artifacts are also parts of historical                works such as prints and photographs)
events, as Matthew Lincoln expressed it,                       present art historians with problems of scale
they “are both actors in, and indices of, a                    that quantitative methods promise to ad-
host of historical trade networks patronage,                   dress.” But again: the “resistance” of mater-
gift-giving, commerce, colonization, theft,                    ial objects, i.e. their history and their refer-
and other forms of physical movement and                       ence to cultural or scholarly concepts, re-
exchange”.[11] This requires not only neces-                   quire attentive data acquisition and man-
sarily data concepts which are able to ex-                     agement of data. Until now one can speak
press a certain narrative but also dimensi-                    only of a few cases of “big data” and one
ons, like probability and variants of hypo-                    should do this with caution in order not to
thesis.[12]                                                    simplify one’s methodology.[19] It is not sur-
         At this level of complex knowledge                    prising that – even before digital art history
management, new and exciting fields are                        could establish itself – the first harsh critics
emerging which on the one hand are rooted                      from a humanist viewpoint, like the article
in our disciplinary tradition of cataloguing,                  “Against Digital Art History” by Claire Bish-
description in words and images but which                      op, have been heard.[20]
Georg Schelbert                  Art History in the World of Digital Humanities                 kunsttexte.de   4/2017 - 5

                                                                     and comparison of images itself is not too
                                                                     difficult for the computer if it uses colour
                                                                     analysis or outline detection. The challenge
                                                                     consists in bringing together the intellectual
                                                                     concepts of culture with the formal aspects
                                                                     of the artifacts. Only if we have enough data
                                                                     about the cultural context and sufficient cal-
                                                                     culation power at our disposal, more com-
                                                                     plex analysis will be possible.
                                                                              Further progress is to be expected,
                                                                     but it should be clear that the application of
                                                                     computational methods requires a certain
                                                                     amount of structured and comparable data.
                                                                     Concerning the idea of Digital Humanities,
                                                                     rather than making a division between digi-
Fig. 3: The machine already better than human beings:                tal and digitized art history, we should move
Ahmed Elgammal and Babak Salehat, Rutgers University                 towards a circular concept consisting of
(MIT Technical Review May 11, 2015).
                                                                     building up structured digital collections on
                                                                     the one side and analytical methods on the
                                                                     other (cfr. fig. 4). So, to a certain extent, it is
Notwithstanding contrary announcements                               up to the discipline itself to claim a much
(cfr. fig. 3)[21] and despite the fact that al-                      more central position in the Digital Humanit-
gorithms for pattern recognition are now                             ies by increasing the emphasis of data cre-
quite advanced, computers are still rather                           ation and curation which are traditionally
weak in analyzing works of art. The reading                          strong fields of art history.

Fig. 4: Digital Humanities as circular model of aggregation
and analysis (G. Schelbert).
Georg Schelbert            Art History in the World of Digital Humanities                    kunsttexte.de     4/2017 - 6

Of course, this is also about creating a new                   graphies and dealer networks in the nine-
mindset regarding data and data analysis                       teenth-century London art market are a rep-
within art history itself. Notwithstanding its                 resentative example for a data-driven meth-
technological traditions, there is a strong                    odology which focuses at the same time on
anti-digital attitude in the discipline today                  spatial and temporal visualization.
(as we already heard from James Cuno)
which should be taken seriously and ad-
dressed accordingly.

Need for opening art history towards a data
driven and collaborative methodology

The challenges start with our research and
publication practices. If the scholarly narrat-
ive, printed as book or article, remains the
only target of academic practice, it might be
difficult to establish something like digital
art history. We should not just see data as
primary sources, we should also accept the
various stages of data creation as a genuine
part of research.[22]
         But, right now, we are far from such                  Fig. 5: A data-driven project: Mapping nineteenth-century
                                                               London’s art market (Pamela Fletcher and Anne Helmreich).
a good relationship with data: Driven largely
by theoretical paradigms (as also mentioned
by Johanna Drucker), the discipline has                        A data-driven strategy in these fields and
shifted more and more to the production of                     others will not just facilitate interdisciplinary
rather detached narratives that tend to fo-                    and multilingual communication and collab-
cus on individual “artistic positions” based                   oration[26] but promote also new forms of
on single aspects, as opposed to clearly                       publication, such as databases, online cata-
defined objects of investigation. It is curious                logues, maps, or multidimensional datasets.
that particularly in the field of contemporary                 There is no cause for alarm for the tradition-
art – and even computer art – there seems                      alists, however, as the scholarly narrative
to be the greatest distance from the con-                      will maintain its status – perhaps more and
crete methodologies of digital art history.[23]                more as a personal view addressed to par-
         On the other hand, there are a lot of                 ticular communities on the respective field
emerging (or re-emerging) fields that require                  of study.
more fact-based research, like provenance                              Another crucial point is that data-
research, history of collections, art market,                  driven and technology-enabled research
personal network research etc. Also both,                      cannot be tackled sufficiently by the kinds
the so-called spatial and material turns re-                   of solo practitioners typical in the humanit-
quire strategies that are based on data. [24]                  ies. Only multidisciplinary teams of re-
Mapping spatial data and visualization of                      searchers together with data engineers can
temporal aspects in timelines currently are                    build up comprehensive corpora and can
seen as promising methodologies. [25] The                      take full advantage of their content, as was
research on the interference of city geo-                      extensively shown by Diane Zorich in a re-
Georg Schelbert            Art History in the World of Digital Humanities                kunsttexte.de   4/2017 - 7

port for the Kress Foundation and the                          only partially feasible for scholarly work.[29]
Rosenzweig Center.[27] As such – at least as                            A particularly promising alternative
an option – the discipline should learn to                     seems to exist in the Digital Humanities labs
collaborate more. As collaboration via the                     already in place in North American Univer-
internet can be virtually global, concepts of                  sities, such as the Rosenzweig Center or
open access and data sharing must be-                          Duke’s Wired lab, which are strong in the
come more familiar. This should also in-                       development of appropriate tools. However,
clude a culture of academic recognition. In                    there are few such laboratories doing note-
the current academic climate, most gradu-                      worthy work in the field of art history.
ate students running out of funding or as-                              In my opinion, the discipline can no
sistant professors racing against the tenure                   longer avoid investing more in such concre-
clock are understandably more committed                        te structures – ones that must be tightly
to personal publications than to the com-                      connected with museums, libraries, and ar-
mon goal of creating repositories.                             chives – in order to establish a stable con-
        Last but not least, one could name                     cept of digital art history. Digital art history
another problem concerning the institutional                   is not just the momentary application of al-
and infrastructural situation in art history. It               gorithmic processing to particular research
is the almost strict separation of the prac-                   questions, nor is it just the consultation of
tice of art history into the two fields of mu-                 digital sources; it is also the continuous ag-
seums and universities. Thus much of “di-                      gregation of knowledge in digital form, in-
gital” – mostly cataloguing and digitizing,                    cluding a widespread digital virtualization of
but also development of standards like                         artifacts that must be kept permanently ac-
CidocCRM and database technologies – is                        cessible for any kind of research, like books
done exclusively in the museum world,                          in a library.
while classroom activity is generally limited
to consultation of online resources and                        Notes
blogposts with results. There might be                         1. Even if one can note a shift towards non-
many reasons for this, it is not simply be-                       textual matters within the last 10 years, there
                                                                  is still a notably minor presence of object and
cause it is generally not possible to bring art
                                                                  image-related topics in the handbooks. Cfr.
objects into the classroom, as the situation
                                                                  the considerations of an editor of one of the
in archaeology shows. Something like ar-                          earliest digital humanities handbooks, Susan
chaeo-computing seems to be an accepted                           Schreibman        (Susan    Schreibman,     Ray
field within the discipline.                                      Siemens and John Unsworth (eds.), A Com-
        Research institutes with close con-                       panion to Digital Humanities, Oxford 2004
nections to museums could bridge this gap.                        (URL http://www.digitalhumanities.org/com-
[28] There are some that are already doing                        panion/, 10-12-2017): Susan Schreibman, Di-
so, including important ones like the Getty                       gital Humanities. Centres and Peripheries , in:
                                                                  Historical Social Research Vol. 37, No. 3,
Research Institute in Los Angeles or the
                                                                  2012, pp. 46-58 (DOI:          10.12759/hsr.37.
RKD (Rijksbureau voor Kunsthistorische
                                                                  2012.3.46-58, 10-12-2017). The illustration
Documentatie) in Den Haag. Despite their                          (fig. 1), taken from Patrick Sahle, Digital Hu-
impressive technical and organizational                           manities? Gibt’s doch gar nicht! , in: Grenzen
capabilities, however, they are not equipped                      und Möglichkeiten der Digital Humanities , ed.
to offer open services for the broad com-                         by Constanze Baum and Thomas Stäcker,
munity. Openly available infrastructures                          2015 (= Sonderband der Zeitschrift für digita-
from private or commercial initiatives such                       le Geisteswissenschaften, 1) (text/html For-
as Wikipedia, Wikidata or Google maps are                         mat. DOI: 10.17175/sb001_004, 10-12-2017)
                                                                  does not show “digital art history”.
Georg Schelbert               Art History in the World of Digital Humanities                kunsttexte.de   4/2017 - 8

2. James Cuno, How Art History Is Failing at the                     of CIDOC, Dresden, 6.-11.9.2014, (URL
   Internet, in: The Daily Dot, Nov 19, 2012,                        http://www.cidoc2014.de/images/sampledat
   (URL: https://www.dailydot.com/via/art-his-                       a/cidoc/papers/L-1_Kuroczynski_paper.pdf,
   tory-failing-internet/, 10-12-2017).                              10-12-2017).
3. Hubertus Kohle, Digitale Bildwissenschaft,                     13.Dominic Oldman, Martin Doerr, Gerald de
   Glückstadt 2013 (DOI: 10.11588/artdok.0000                        Jong, Barry Norton and Thomas Wikman,
   2185, 10-12-2017).                                                Realizing Lessons of the Last 20 Years. A
4. Cuno 2012, How Art History Is Failing.                            Manifesto for Data Provisioning & Aggrega-
5. Johanna Drucker, Is There a “Digital” Art His-                    tion Services for the Digital Humanities (A Po-
   tory?, in: Visual Resources. An International                     sition Paper), in: D-Lib Magazine, July/August
   Journal of Documentation, Vol. 29, No. 1-2,                       2014, Vol. 20, No. 7/8, (DOI:10.1045/ju-
   pp. 5-13 (DOI: 10.1080/01973762.2013.                             ly2014-oldman, 10-12-2017); Michael Pio-
   761106, 10-12-2017).                                              trowski, Digital Humanities, Computational
6. Benjamin Zweig, Forgotten Genealogies.                            Linguistics, and Natural Language Pro-
   Brief Reflections on the History of Digital Art                   cessing. Lectures on Language Technology
   History, in: International Journal for Digital Art                and History, March 2016 (URL http://stp.ling-
   History 1, 2015, p. 38-49, (DOI: 10.11588/                        fil.uu.se/~nivre/docs/michael_piotrowski_201
   dah.2015.1.21633, 10-12-2017) and Max                             6.pdf, 10-12-2017).
   Marmor, Art History and the Digital Humanit-                   14.Cfr.     Matthew      Lincoln    in    Drucker/
   ies, in: Zeitschrift für Kunstgeschichte 79,                      Helmreich/Lincoln/Rose 2015, Digital Art His-
   2016, p. 155-158 (the latter is an answer on                      tory: “But physical objects resist both the
   Kohle 2016, which is rather a list of recent                      structured description and the abstraction
   projects).                                                        these methods rely upon. Compared to
7. Cfr. Edward Vanhoutte, The Gates of Hell.                         structured data for libraries’ generally homo-
   History and Definition of Digital | Humanities |                  geneous collections of books, museums do
   Computing, in: Melissa Terras, Julianne                           not yet have interoperable standards for de-
   Nyhan and Edward Vanhoutte (eds.), Defining                       scribing their heterogeneous collections of
   Digital Humanities. A Reader, London 2013,                        unique objects. While library data are pro-
   p. 121-156, p. 126ss.                                             duced through broad consensus about the
8. Franco Moretti, Distant Reading, London                           facts of a book’s publication and classifica-
   2013.                                                             tion, knowledge about historical objects
9. Cfr. the project’s website (URL http://www.-                      tends to be advanced through iterative and
   census.de/census/project, 10-12-2017).                            conflicting scholarly argumentation – a pro-
10.These early ventures are recently studied by                      cess that is difficult (though not impossible)
   Margarete Pratschke (cfr. Margarete Pratsch-                      to model as structured data.”
   ke, Wie Erwin Panofsky die Digital Humanit-                    15.Cfr. the brief summary given by Diane M.
   ies erfand. Für eine Geschichte und Kritik di-                    Zorich, Transitioning to a Digital World. Art
   gitaler Kunst- und Bildgeschichte, in: kriti-                     History, Its Research Centers, and Digital
   sche berichte, 3, 2016, p. 56-66).                                Scholarship. A Report to the The Samuel H.
11.Matthew Lincoln, in: Johanna Drucker, Anne                        Kress Foundation and The Roy Rosenzweig
   Helmreich, Matthew Lincoln and Francesca                          Center for History and New Media George
   Rose (eds.), Digital Art History. The American                    Mason University, June 2012 (URL
   Scene, in: Perspective, 2, 2015 (DOI :                            http://www.kressfoundation.org/uploaded-
   10.4000/perspective.6021, 10-12-2017), p. 5.                      Files/Sponsored_Research/Research/Zorich_
12.Cfr. the endeavours of the working group “Di-                     TransitioningDigitalWorld.pdf, 10-12-2017),
   gitale Rekonstruktion” to reconcile these de-                     p. 22-24.
   manding aspects with classical 3D modelling:                   16.CidocCRM was developed by the CRM spe-
   Piotr Kuroczyński, Digital Reconstruction and                     cial interest group under the direction of the
   Virtual Research Environments. A Matter of                        physicist Martin Doerr and became an ISO-
   Documentation Standards, in: Access and                           standard in 2006. ICOM is the International
   Understanding – Networking in the Digital                         Council of Museums. The responsible com-
   Era. Proceedings of the Annual Conference                         mittee was CIDOC (Comité International pour
Georg Schelbert                Art History in the World of Digital Humanities                 kunsttexte.de    4/2017 - 9

   la Documentation). Cfr. the very instructive                       Conference of the International Alliance of
   “manifesto” Oldman / Doerr / de Jong /                             Digital Humanities Organizations (DH 2017),
   Norton / Wikman 2014, Realizing Lessons of                         Montreal, Canada, 2017 (URL https:
   the Last 20 Years, which addresses a per-                          //dh2017.adho.org/abstracts/525/525.pdf 10-
   spective clearly beyond art history.                               12-2017); Peter Bell and Björn Ommer, Digit-
17.Paul B. Jaskot, Anne Kelly Knowles, Andrew                         al Connoisseur? How Computer Vision Sup-
   Wasserman, Stephen Whiteman and Ben-                               ports Art History, in: Connoisseurship nel XXI
   jamin Zweig, A Research-Based Model for                            secolo. Approcci, Limiti, Prospettive, ed. by
   Digital Mapping and Art History. Notes from                        Alina Aggujaro and Stefan Albl, Rome 2016,
   the Field, in: Artl@s Bulletin, Vol. 4, Issue 1,                   p. 187-200.
   Spring 2015.                                                    22.Of course, “data”, “facts” and “information”
18.Matthew Lincoln, in: Drucker/Helmreich/Lin-                        should be seen in a functional and heuristical
   coln/Rose 2015, Digital Art History.                               sense, not in an ontological one.
19.Big data is usually “flat” data on a low se-                    23.An explanation for this could be the over-
   mantic level. This is also the case in the ex-                     whelming amount of available material. Case
   amples given by Lev Manovich, Data Science                         studies and almost generic narratives avoid
   and Digital Art History , in: International                        direct interaction with this material.
   Journal for Digital Art History, 1, 2015, p. 12-                24.Cfr. also the proposal of a more “forensic” art
   35 (DOI: 10.11588/dah.2015.1.21631, 10-12-                         history of Nuria Rodríguez Ortega, Getty
   2017, URL http://journals.ub.uni-heidelber-                        Voices: It’s Time to Rethink and Expand Art
   g.de/index.php/dah/article/view/21631, 10-                         History for the Digital Age, in: IRIS, March 5,
   12-2017), and Harald Klinke, Big Image Data                        2013 (URL http://blogs.getty.edu/iris/its-time-
   within the Big Picture of Art History , in: Inter-                 to-rethink-and-expand-art-history-for-the-di-
   national Journal for Digital Art History 2,                        gital-age/, 10-12-2017), and for “bridging art
   2016,      p.   14-37   (DOI:    http://dx.doi.org/10.             history, computer science and cognitive sci-
   11588/dah.2016.2.33527,     URL http://journ-                      ence” as said by Raphael Rosenberg,
   als.ub.uni-heidelberg.de/index.php/dah/art-                        Bridging Art History, Computer Science and
   icle/view/33527, 10-12-2017).                                      Cognitive Science. A Call for Interdisciplinary
20.Rather critical and presupposing a highly                          Collaboration, in: Zeitschrift für Kunstge-
   biased concept of computational methods is                         schichte, 79, 2016, p. 305-314.
   Claire Bishop, Against Digital Art History, Hu-                 25.Pamela Fletcher and Anne Helmreich,
   manitiesFutures, Franklin Humanities Institute                     Local/Global. Mapping Nineteenth-Century
   at Duke University, 2017 (URL: https://hu-                         London‘s Art Market, in: Nineteenth-Century
   manitiesfutures.org/papers/digital-art-history,                    Art Worldwide, Vol. 11, No. 3, Autumn 2012,
   10-12-2017).                                                       (URL http://www.19thc-artworldwide.org/au-
21.Cfr. Meghan Rosen, Computer Program Re-                            tumn12/fletcher-helmreich-mapping-the-lon-
   veals Artists’ Influences. Algorithm Deciphers                     don-art-market, 10-12-2017), cfr. also Mat-
   a Painting’s Style by Contents, Composition,                       thew Lincoln in Drucker / Helmreich /
   Brushstroke, in: ScienceNews, October 13,                          Lincoln / Rose 2015, Digital Art History.
   2014; Babak Saleh and Ahmed Elgammal,                           26.Multilinguality is a critical issue. A more data-
   Large-scale Classification of Fine-Art Paint-                      driven research could shift communication
   ings. Learning the Right Metric on the Right                       from scholarly papers to exchange of primary
   Feature, arxiv.org, May 2015, (URL http://arx-                     source material, measurement data and short
   iv.org/abs/1505.00855, 10-12-2017). Well re-                       statements which are less tied to lingual and
   flected projects however admit that they                           cultural traditions.
   match just single aspects of the analysis of                    27.Zorich 2012, Transitioning to a Digital World.
   images or prefer to speak about the com-                           As a result, the Kress Foundation published
   puter “supporting” art historical research: cfr.                   Stephen Bury (with Ralph Baylor, Samantha
   Leonardo Impett and Susanne Süsstrunk,                             Deutch, Sumitra Duncan, Julie Ludwig, Ellen
   From Mnemosyne to Terpsichore. The Bil-                            Prokop and Louisa Wood Ruby), Art History
   deratlas after the Image, in: Premiere Annual                      in Digital Dimensions. The White Paper, 2017
                                                                      (http://dah-dimensions.org/report/, 10-12-2017).
Georg Schelbert                 Art History in the World of Digital Humanities               kunsttexte.de   4/2017 - 10

28.Almost identical considerations were already                     digital documentation. Only then sufficient data
   expressed       by    Matthew     Lincoln    in                  will be available for creating new insights and
   Drucker/Helmreich/Lincoln/Rose 2015, Digital                     knowledge in art history within a digital space.
   Art History; cfr. also Zorich 2012, Transition-
   ing to a Digital World.
29.Cfr. Martin Poulter, Wikidata – the New Hub
   for Cultural Heritage, in: Wikimedia UK-Blog,
   20 Jan. 2017, URL https://blog.wikimedia.or-                     Author
   g.uk/2017/01/wikidata-the-new-hub-for-cul-
   tural-heritage/ 10-12-2017), and Jens Ohlig                      Georg Schelbert is the head of the media library
   and Georg Schelbert, Data Partnerships in                        of the Department of Art and Visual History at
   Wikidata. Project Durchblick, in: Wikimedia                      Humboldt-Universität in Berlin.
   DE-Blog, 21 Aug. 2017 (English version) (URL
   https://blog.wikimedia.de/2017/08/21/data-
   partnerships-in-wikidata-project-durchblick/,
   10-12-2017).
                                                                    Title

                                                                    Georg Schelbert, Art History in the World of Di-
Figures                                                             gital Humanities. Aspects of a Difficult Relation-
                                                                    ship, in: Critical Approaches to Digital Art His-
Fig. 1: No digital art history in the digital humanities?
(The 3-spheres model of the Digital Humanities by                   tory, ed. by Angela Dressen and Lia Markey, in:
Patrick Sahle 2015).                                                kunsttexte.de, Nr. 4, 2017 (10 pages), www.-
Fig. 2: “Taking possession” of the works of art (here               kunsttexte.de.
still with pre-digital technology): B. von Tieschowitz
and R. Hamann-Mac Lean taking pictures in Vezelay,
1927, Foto Marburg.
Fig. 3: The machine already better than human be-
ings: Ahmed Elgammal and Babak Salehat, Rutgers
University (MIT Technical Review May 11, 2015).
Fig. 4: Digital Humanities as circular model of aggre-
gation and analysis (G. Schelbert).
Fig. 5: A data-driven project: Mapping nineteenth-
century London’s art market (Pamela Fletcher and
Anne Helmreich).

Abstract

This text can be considered among a number of
recent statements regarding digital art history. It
serves as a contribution to an ongoing discussi-
on, certainly not as an exhaustive analysis of the
field or its history. The basic thesis here is that
the popular separation (Pias, Kohle, Drucker)
between “digitized” and “digital” art history is
disadvantageous to the discipline, particularly
for the positioning of art history within digital hu-
manities. “Digital art history” is not possible wi-
thout extensive activity in both digitization and
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