Call for applications - Digital Methods Winter School 2017 - Amsterdam
Data infrastructures: Database stories, dumps and query driven narratives

Digital Methods Winter School 2017 
Amsterdam
9-13 January 2017
https://wiki.digitalmethods.net/Dmi/WinterSchool2017 
<https://wiki.digitalmethods.net/Dmi/WinterSchool2017>

Everyday Winter School location:
Digital Methods Initiative
University of Amsterdam
Turfdraagsterpad 9
1012 XT Amsterdam

Digital Methods Winter School, Data Sprint and Mini-Conference 
The Digital Methods Initiative (DMI), Amsterdam, is holding its annual Winter 
School on Data Infrastructures. The format is that of a (social media and web) 
data sprint, with hands-on work for telling stories with data, together with a 
programme of keynote speakers and a Mini-conference, where PhD candidates, 
motivated scholars and advanced graduate students present short papers on 
digital methods and new media related topics, and receive feedback from the 
Amsterdam DMI researchers and international participants. Participants need not 
give a paper at the Mini-conference to attend the Winter School. For a preview 
of what the event is like, you can view short video clips from previous 
editions of the Summer School in 2015 
<https://www.youtube.com/watch?v=5nTxwl_kA5I> and 2014 
<https://www.youtube.com/watch?v=G0BHzUefGqA>.
The DMI Winter School is pleased to have Geoffrey Bowker (Univ California 
Irvine) give the opening keynote. He is author (among other works) 
<https://mitpress.mit.edu/authors/geoffrey-c-bowker> of Memory Practices in the 
Sciences and (with Susan Leigh Star) Sorting Things Out: Classification and its 
Consequences, both published by MIT Press.
Data infrastructures provide the conditions of possibility for social action as 
well as ways of seeing the world. Among them, online data infrastructures these 
days range widely from social media API query environments as Facebook’s and 
Twitter's and secrets repositories and dumps as Wikileaks to interactive 
databases of missing migrants, uncounted police killings as well as war deaths 
put together by social researchers and leading newspapers such as the New York 
Times and the Guardian. Beneath them are data collection regimes with 
multifarious goals such as corporate data science, state data transparency and 
investigative data journalism. 
These data infrastructures have in common with ‘information infrastructures’ 
studied by G. Bowker and S. Leigh Star often enormous assemblages of 
socio-epistemological work invisible to the "the user-at-terminal”. The entire 
project of scanning the library books and putting into place the query 
infrastructure, the n-gram viewer, of Google Books (to mention another data 
infrastructure Bowker also pointed to) has been called ‘infrastructuring,’ 
which may be mapped out with considerable effort. Indeed, certain of the data 
collection work — whether vast and automated, laborious and manual and/or 
stealthy — as well as its ‘databasing’ have been visualised in a form of 
deconstruction that strives to demonstrate the crucial choices about what to 
collect and make available to the web browser user. For example, Facebook no 
longer makes friends data accessible, so as to enhance user privacy but it also 
forestalls research opportunities such as a like analysis of Donald Trump’s 
friends. This is one contribution digital methods may make to data 
infrastructure studies by providing a critical diagnostics of infrastructure by 
examining the data fields available and outputted by the query machine, and the 
limitations inhering therein. 
Researchers may reverse engineer the query design and initial outputs, as was 
the case with the studies of the ICWatch database (on surveillance workers) and 
the JD database (concerning Fukushima). In an exploration of the ICWatch 
database, an activist project that sourced intelligence workers' profiles from 
the social networking sites, LinkedIn and Indeed, researchers also provided 
network-analytical techniques to clean the database, making the open secrets 
more credible but also created a typical profile of the surveillance worker. In 
the Fukushima project researchers found with the use of an historical tweet 
collection-maker that to check and enrich the (limited) Twitter data set about 
the Fukushima debates would cost over $10,000. 

Apart from such critical diagnostics, or the identification of the mechanisms 
behind the outputs served, digital methods may also repurpose original or 
typical uses of the databases, and re-narrate the data space and thus the kind 
of stories they may tell. Stories told from Wikileaks data, for example, often 
concern how the release of the confidential is endangering or benefits certain 
states. Indeed one recent narrative (in the New York Times) has it that the 
leaks benefit the Russian government. Could Wikileaks be put to uses that 
Julian Assange once called ’scientific journalism’ or tell data stories of 
other kinds? In one brief study researchers found that Wikileaks data (Afghan 
warlogs) is rarely used by journalists and bloggers, hardly linking to the 
original leak as Assange once envisaged. When stories were told, they typically 
were scandalous, national stories (e.g., supposed military cover-ups).

The 2017 Digital Methods Winter School critiques and repurposes data 
infrastructures and dumps online so as to re-narrate their current dominant 
uses. 

References

Infrastructuring, “the user-at-terminal” and Bowker’s remarks on Google Books, 
http://www.cambridgescholars.com/download/sample/61986 
<http://www.cambridgescholars.com/download/sample/61986>
Facebook Algorithmic Factory by Share Lab, 
https://labs.rs/en/facebook-algorithmic-factory-immaterial-labour-and-data-harvesting/
 
<https://labs.rs/en/facebook-algorithmic-factory-immaterial-labour-and-data-harvesting/>
Exploration of the ICWatch database, Digital Methods project, 
https://wiki.digitalmethods.net/Dmi/WinterSchool2016CareersInTheSurveillanceIndustry
 
<https://wiki.digitalmethods.net/Dmi/WinterSchool2016CareersInTheSurveillanceIndustry>
Exploration of the JD Archive (Fukushima), Digital Methods project, 
https://wiki.digitalmethods.net/Dmi/DmiSummer2014MappingTheJDArchive 
<https://wiki.digitalmethods.net/Dmi/DmiSummer2014MappingTheJDArchive>
Faces of the dead, New York Times, 
http://www.nytimes.com/interactive/us/faces-of-the-dead.html?_r=0 
<http://www.nytimes.com/interactive/us/faces-of-the-dead.html?_r=0>
The Counted, The Guardian, 
http://www.theguardian.com/us-news/ng-interactive/2015/jun/01/the-counted-police-killings-us-database
 
<http://www.theguardian.com/us-news/ng-interactive/2015/jun/01/the-counted-police-killings-us-database>
Migrant Files, http://www.themigrantsfiles.com 
<http://www.themigrantsfiles.com/>
Wikileaks and data-driven user-generated journalism, Digital Methods project, 
https://wiki.digitalmethods.net/Dmi/DataDrivenUserJournalism 
<https://wiki.digitalmethods.net/Dmi/DataDrivenUserJournalism>

Digital Methods Mini-Conference at the Winter School
The annual Digital Methods Mini-Conference at the Winter School, normally a 
one-day affair, provides the opportunity for digital methods and allied 
researchers to present short yet complete papers (5,000-7,500 words) and serve 
as respondents, providing feedback. Often the work presented follows from 
previous Digital Methods Summer Schools. The mini-conference accepts papers in 
the general digital methods and allied areas: the hyperlink and other natively 
digital objects, the website as archived object, web historiographies, search 
engine critique, Google as globalizing machine, cross-spherical analysis and 
other approaches to comparative media studies, device cultures, national web 
studies, Wikipedia as cultural reference, the technicity of (networked) 
content, post-demographics, platform studies, crawling and scraping, graphing 
and clouding, and similar.

Applications: Key dates
The deadline for application is 17 November 2016. To apply please send along a 
letter of motivation, your CV (including postal address), a headshot photo, 
100-word bio as well as a copy of your passport (details page only) to 
winterschool [at] digitalmethods.net <http://digitalmethods.net/>. 
Notifications of acceptance will be sent on 18 November. If you are 
participating in the mini-conference the deadline for submission of your paper 
is 2 December. The mini-conference takes place on Friday 13 January 2016. 
Please send your mini-conference paper to winterschool[at] digitalmethods.net 
<http://digitalmethods.net/>
. To attend the Winter School, you need not participate in the mini-conference. 
The full program and schedule of the Winter School and Mini-conference are 
available on 4 January 2017.

Fees & Logistics
The fee for the Digital Methods Winter School 2017 is EUR 695 (both credits and 
non-credits options), and upon completion participants receive certificates 
and/or 6 ECTS. To complete the Winter School successfully all participants must 
co-present the final presentation and co-author the final project report, 
evidenced by the presentation slides as well as the final report itself. Bank 
transfer information is sent along with the notification on 15 November 2016. 
Participants must pay the fee by 22 December 2016. Students at the University 
of Amsterdam do not pay fees. Participants from LERU 
<http://www.leru.org/index.php/public/home/> as well as U21 
<http://www.universitas21.com/member>universities receive a tuition waver of 
EUR 500 
<http://www.uva.nl/en/education/other-programmes/summer-winter/scholarships/scholarships.html#anker-scholarships-for-participants-from-leru-and-u21-partner-universities>.
 The Winter School is self-catered. The venue is in the center of Amsterdam 
with abundant coffee houses and lunch places. Participants are expected to find 
their own housing (airbnb and other short-stay sites are helpful), or we have 
available accommodations at the Student Hotel:

The Student Hotel Amsterdam
Jan van Galenstraat 335
1061 AZ Amsterdam, The Netherlands
Tel: +31 20 760 4000
info-amsterdam [at] thestudenthotel.com <http://thestudenthotel.com/>
Arrival: 8 January 2017
Departure: 14 January 2017
The Student Hotel Amsterdam West website 
<https://www.thestudenthotel.com/amsterdam-west>

If you would like to have accommodations at the Student Hotel, please write to 
the student hotel directly. To avoid disappointment, please write to them as 
early as possible. 

The Winter School closes on Friday with a festive event, after the final 
presentations. Here is a guide to the Amsterdam new media scene 
<https://www.digitalmethods.net/MoM/NewMediaAmsterdam>. For further questions, 
please contact the organizers, Alex Gekker, Jonathan Gray and Liliana Bounegru 
at winterschool [at] digitalmethods.net <http://digitalmethods.net/>.

Please bring your laptop computer, your European plug as well as the VGA 
adaptor for connecting to the projector.

About DMI
The Digital Methods Winter School is part of the Digital Methods Initiative 
(DMI), Amsterdam, dedicated to developing methods for Internet-related 
research. The Digital Methods Initiative holds the annual Digital Methods 
Summer Schools <https://wiki.digitalmethods.net/Dmi/DmiSummerSchool> (ten to 
date), which are intensive and full time, 2-week undertakings in the 
Summertime. The 2017 Summer School (dedicated to ‘Visual Methodologies’) will 
take place from 26th June to the 7th July 2017.
The Digital Methods <http://mitpress.mit.edu/books/digital-methods> book (MIT 
Press, 2015) provides an introduction to the methodological outlook that frames 
and informs the work of the DMI. There is also a companion volume about mapping 
social and political issues with digital methods: Issue Mapping for an Ageing 
Europe 
<http://en.aup.nl/books/9789089647160-issue-mapping-for-an-ageing-europe.html> 
(Amsterdam University Press, 2015), which is also freely available on the web 
<http://www.oapen.org/download?type=document&docid=569806> as an open access 
monograph. Further information and resources about digital methods can be found 
at digitalmethods.net <http://www.digitalmethods.net/> - including links to 
example projects <https://wiki.digitalmethods.net/Dmi/ProjectsByTheme>, 
publications <https://wiki.digitalmethods.net/Dmi/PapersPublications> and tools 
<https://wiki.digitalmethods.net/Dmi/ToolDatabase> as well as an introductory 
"founding narrative <https://wiki.digitalmethods.net/Dmi/MoreIntro>" about the 
Digital Methods Initiative and details about associated researchers 
<https://wiki.digitalmethods.net/Dmi/DmiPeople>.
The coordinators of the Digital Methods Initiative are Dr. Sabine Niederer and 
Dr. Esther Weltevrede, and the director is Richard Rogers, Professor of New 
Media & Digital Culture, University of Amsterdam. Liliana Bounegru is the 
managing director.

Social
For those of you that use Twitter we are using the #DMI17 hashtag 
<https://twitter.com/search?q=DMI17> as the backchannel for communication. Some 
pictures from Winter School 2015 <https://www.flickr.com/photos/130167703@N08>. 
Here is the Facebook Group 
<https://www.facebook.com/groups/DMIWinterSchool2015/> from one year. Here are 
pictures from a variety of DMI Summer and Winter School 
<https://www.flickr.com/search/?text=digital%20methods> flickr streams.

We would very much look forward to welcoming you to Amsterdam!
___________________

Prof. Dr. Carolin Gerlitz
Professor for Media Studies, Digital Media and Methods / Professur Digitale 
Medientechnologien

University of Siegen
Room AE-B 108
Am Eichenhang 50 
57076 Siegen
+49-(0)271-740-5194
carolin.gerl...@uni-siegen.de

Sekretariat: Vera Beer, AR-H 410
+49-(0)271-740-4692
sekretariat...@medienwissenschaft.uni-siegen.de


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