Changing Digital Geographies – new book from Jess McLean

Person using both a paper map and a mapping app on a phone

I was delighted to have Dr Jess McLean from Macquarie visit us in Exeter this week. Jess gave a great talk in our department around themes from a new book, about to be published by Palgrave. It promises to be a really interesting contribution to the renewed interest in ‘digital’ in geographyland and especially at the intersections with political ecology and work concerning the anthropocene.

Here’s some details:

Changing Digital Geographies

Technologies, Environments and People

Jessica McLean

This book examines the changing digital geographies of the Anthropocene. It analyses how technologies are providing new opportunities for communication and connection, while simultaneously deepening existing problems associated with isolation, global inequity and environmental harm. By offering a reading of digital technologies as ‘more-than-real’, the author argues that the productive and destructive possibilities of digital geographies are changing important aspects of human and non-human worlds. Like the more-than-human notion and how it emphasises interconnections of humans and non-humans in the world, the more-than-real inverts the diminishing that accompanies use of the terms ‘virtual’ and ‘immaterial’ as applied to digital spaces.
Digital geographies are fluid, amorphous spaces made of contradictory possibilities in this Anthropocene moment. By sharing experiences of people involved in trying to improve digital geographies, this book offers stories of hope and possibility alongside stories of grief and despair. The more-than-real concept can help us understand such work – by feminists, digital rights activists, disability rights activists, environmentalists and more. Drawing on case studies from around the world, this book will appeal to academics, university students, and activists who are keen to learn from other people’s efforts to change digital geographies, and who also seek to remake digital geographies.

Call for papers: Geography of/with A.I

Still from the video for All is Love by Bjork

I very much welcome any submissions to this call for papers for the proposed session for the RGS-IBG annual conference (in London in late-August) outlined below. I also welcome anyone getting in touch to talk about possible papers or ideas for other sorts of interventions – please do get in touch.

Call for papers:

We are variously being invited to believe that (mostly Global North, Western) societies are in the cusp, or early stages, of another industrial revolution led by “Artificial Intelligence” – as many popular books (e.g. Brynjolfsson and McAfee 2014) and reports from governments and management consultancies alike will attest (e.g. PWC 2018, UK POST 2016). The goal of this session is to bring together a discussion explicitly focusing on the ways in which geographers already study (with) ‘Artificial Intelligence’ and to, perhaps, outline ways in which we might contribute to wider debates concerning ‘AI’. 

There is widespread, inter-disciplinary analysis of ‘AI’ from a variety of perspective, from embedded systematic bias (Eubanks 2017, Noble 2018) to the kinds of under-examined rationales and work through which such systems emerge (e.g. Adam 1998, Collins 1993) and further to the sorts of ethical-moral frameworks that we should apply to such technologies (Gunkel 2012, Vallor 2016). In similar, if somewhat divergent ways, geographers have variously been interested in the kinds of (apparently) autonomous algorithms or sociotechnical systems are integrated into decision-making processes (e.g. Amoore 2013, Kwan 2016); encounters with apparently autonomous ‘bots’ (e.g. Cockayne et al. 2017); the integration of AI techniques into spatial analysis (e.g. Openshaw & Openshaw 1997); and the processing of ‘big’ data in order to discern things about, or control, people (e.g. Leszczynski 2015). These conversations appear, in conference proceedings and academic outputs, to rarely converge, nevertheless there are many ways in which geographical research does and can continue to contribute to these contemporary concerns.

The invitation of this session is to contribute papers that make explicit the ways in which geographers are (already) contributing to research on and with ‘AI’, to identify research questions that are (perhaps) uniquely geographical in relation to AI, and to thereby advance wider inter-disciplinary debates concerning ‘AI’.

Examples of topics might include (but are certainly not limited to):

  • A.I and governance
  • A.I and intimacy
  • Artificially intelligent mobilities
  • Autonomy, agency and the ethics of A.I
  • Autonomous weapons systems
  • Boosterism and ‘A.I’
  • Feminist and intersectional interventions in/with A.I
  • Gender, race and A.I
  • Labour, work and A.I
  • Machine learning and cognitive work
  • Playful A.I
  • Science fiction, spatial imaginations and A.I
  • Surveillance and A.I

Please send submissions (titles, abstracts (250 words) and author details) to: Sam Kinsley by 31st January 2019.

(More) Gendered imaginings of automata

My Cayla Doll

A few more bits on how automation gets gendered in particular kinds of contexts and settings. In particular, the identification of ‘home’ or certain sorts of intimacy with certain kinds of domestic or caring work that then gets gendered is something that has been increasingly discussed.

Two PhD researchers I am lucky enough to be working with, Paula Crutchlow (Exeter) and Kate Byron (Bristol), have approached some of these issues from different directions. Paula has had to wrangle with this in a number of ways in relation to the Museum of Contemporary Commodities but it was most visible in the shape of Mikayla, the hacked ‘My Friend Cayla Doll’. Kate is doing some deep dives on the sorts of assumptions that are embedded into the doing of AI/machine learning through the practices of designing, programming and so on. They are not, of course, alone. Excellent work by folks like Kate Crawford, Kate Devlin and Gina Neff (below) inform all of our conversations and work.

Here’s a collection of things that may provoke thought… I welcome any further suggestions or comments 🙂

Alexa, does AI have gender?


Alexa is female. Why? As children and adults enthusiastically shout instructions, questions and demands at Alexa, what messages are being reinforced? Professor Neff wonders if this is how we would secretly like to treat women: ‘We are inadvertently reproducing stereotypical behaviour that we wouldn’t want to see,’ she says.

Prof Gina Neff in conversation with Ruth Abrahams, OII.

Predatory Data: Gender Bias in Artificial Intelligence

it has been reported that female-sounding assistive chatbots regularly receive sexually charged messages. It was recently cited that five percent of all interactions with Robin Labs, whose bot platform helps commercial drivers with routes and logistics, is sexually explicit. The fact that the earliest female chatbots were designed to respond to these suggestions
deferentially or with sass was problematic as it normalised sexual harassment.

Vidisha Mishra and Madhulika Srikumar – Predatory Data: Gender Bias in Artificial Intelligence

The Gender of Artificial Intelligence

Chart showing that the gender of artificial intelligence (AI) is not neutral
The gendering, or not, of chatbots, digital assistants and AI movie characters – Tyler Schnoebelen

Consistently representing digital assistants as femalehard-codes a connection between a woman’s voice and subservience.

Stop Giving Digital Assistants Female Voices – Jessica Nordell, The New Republic

Reblog> session on feminist digital geographies at AAG conference April 2019

Women Who Code

Via Gillian Rose. If you’re going to the AAG – this session is sure to be a good one.

Session on feminist digital geographies at AAG conference April 2019

This is a call for papers for a session at the next conference of the American Association of Geographers annual meeting in Washington DC 3-7 April next year on feminist digital geographies, organised by Agnieszka Leszczynski (Western University) and me. It’s sponsored by both the Digital Geographies and the Geographic Perspectives on Women Speciality Groups of the AAG.

In the context of a flurry of activities coalescing around digital geographies, we invite papers that consider the “enduring contours and new directions” of feminist theory, politics, and praxis for geographies concerned with the digital (Elwood and Leszczynski, 2018). We broadly welcome interventions that proceed from, utilize, and advance feminist epistemologies, methodologies, theory, critical practice, and activism.

We are open to submissions offering empirical, theoretical, critical, and methodological contributions across a range of topics, including but not limited to:

  • big data
  • digitally-mediated cities
  • artificial intelligence and algorithms
  • social media
  • feminist/digital/spatial theory
  • progressive alternatives and activism
  • feminist histories and genealogies

Please submit abstracts of no more than 200 words by October 15thto aleszczy@uwo.ca and gillian.rose@ouce.ox.ac.uk. Please include a title, your name, affiliation and email address in the abstract. We will respond to authors with confirmation by November 1st.

Reference:

Elwood S and Leszczynski A (2018) Feminist digital geographies. Gender, Place & Culture25(5): 629-644.

‘New geographies of automation?’ at the RGS-IBG conference

Industrial factory robot arms

All of a sudden the summer is nearly over, apparently, and the annual conference of the Royal Geographical Society with the Institute of British Geographers is fast approaching, this year in Cardiff.

I am convening a double session on the theme of ‘New geographies of automation?’, with two sessions of papers by some fantastic colleagues that promise to be really interesting. I am really pleased to have this opportunity to invite colleagues to collectively bring their work into conversation around a theme that is not only a contemporary topic in academic work but also, significantly, a renewed topic of interest in the wider public.

There are two halves of the session, broadly themed around ‘autonomy’ and ‘spacings’. Please find below the abstracts for the session.

Details: Sessions 92 & 123 (in slots 3 & 4 – 14:40-16:20 & 16:50-18:30) | Bates Building, Lecture Theatre 1.4

This information is also accessible, with all of the details of venue etc., on the RGS-IBG conference website: session 1 ‘autonomy’ and session 2 ‘spacings’.

New Geographies of Automation? (1): Autonomy

1.1 An Automative Imagination

Samuel Kinsley, University of Exeter

This paper sets out to review some of the key ways in which automation gets imagined – the sorts of cultural, economic and social forms of imagination that are drawn upon and generated when discussing how automation works and the kinds of future that may come as a result. The aim here is not to validate/invalidate particular narratives of automation – but instead to think about how they are produced and what they tell us about how we tell stories about what it means to be ‘human’, who/what has agency and what this may mean for how we think politically and spatially. To do this the concept of an ‘automative imagination’ is proposed as a means of articulating these different, sometimes competing – sometimes complementary, orientations towards automation.

 

1.2 The Future of Work: Feminist Geographical Engagements

Julie MacLeavy (Geographical Sciences, University of Bristol)

This paper considers the particular pertinence of feminist geographical scholarship to debates on the ‘future of work’. Drawing inspiration from Linda McDowell’s arguments that economic theories of epochal change rest on the problematic premise that economic and labour market changes are gender-neutral, it highlights the questions that are emerging from feminist economic geography research and commentary on the reorganisation of work, workers’ lives and labour markets. From this, the paper explores how feminist and anti-racist politics connect with the imagination of a ‘post-work’ world in which technological advancement is used to enable more equitable ways of practice (rather than more negative effects such as the intensification of work lifestyles). Political responses to the critical challenges that confront workers in the present moment of transformation are then examined, including calls for Universal Basic Income, which has the potential to reshape the landscape of labour-capital relations.

 

1.3 Narrating the relationship between automation and the changing geography of digital work

Daniel Cockayne, Geography and Environmental Management, University of Waterloo

Popular narratives about the relationship between automation and work often make a straightforward causal link between technological change and deskilling, job loss, or increased demand for jobs. Technological change – today, most commonly, automation and AI – is often scripted as threatening the integrity of labor, unionization, and traditional working practices or as creating more demand for jobs, in which the assumption is the more jobs the better. These narratives elide a close examination of the politics of work that include considerations of domestic and international racialized and gendered divisions of labor. Whether positive or negative, the supposed inevitability of technological transition positions labor as a passive victim of these changes, while diverting attention away from the workings of international financialized capital. Yet when juxtaposed against empirical data, straightforward cause and effect narratives become more complex. The unemployment rate in North America has been the lowest in 40 years (4.1% in the USA and 5.7% in Canada), which troubles the relationship between automation and job loss. Yet, though often touted by publications like The Economist as a marker of national economic well-being, unemployment rates ignore the kinds of work people are doing, effacing the qualitative changes in work practices over time. I examine these tropes and their relationship to qualitative changes in work practices, to argue that the link between technological change and the increasing precaratization of work is more primary than the diversionary relationship between technological change and job loss and gain or deskilling. 

 

1.4 Sensing automation

David Bissell, University of Melbourne

Processes of industrial automation are intensifying in many sectors of the economy through the development of AI and robotics. Conventional accounts of industrial automation stress the economic imperatives to increase economic profitability and safety. Yet such coherent snapped-to-grid understandings risk short-circuiting the complexity and richness of the very processes and events that compose automation. ­­­This paper draws from and reflects through a series of encounters with workers engaged in the increasingly automated mining sector in Australia. Rather than thinking these encounters solely through their representational dimensions with an aim to building a coherent image of what automation is, this paper is an attempt at writing how automation becomes differently disclosed through the aesthetic dimensions of encounters. It acknowledges how automation is always caught up in multiple affective and symbolic ecologies which create new depths of association. Developing post-phenomenological thought in cultural geography, this paper articulates some of the political and ethical stakes for admitting ambiguity, incoherence and confusion as qualities of our relations with technological change.

 

1.5 Technological Sovereignty, Post-Human Subjectivity, and the Production of the Digital-Urban Commons

Casey Lynch (School of Geography and Development, University of Arizona)

 As cities become increasingly monitored, planned, and controlled by the proliferation of digital technologies, urban geographers have sought to understand the role of software, big data, and connected infrastructures in producing urban space (French and Thrift 2002; Dodge, Kitchin, and Zook, 2009). Reflections on the “automatic production of space” have raised questions about the role and limitations of “human” agency in urban space (Rose 2017) and the possibilities for urban democracy. Yet, this literature largely considers the proliferation of digital infrastructures within the dominant capitalist, smart-city model, with few discussions of the possibilities for more radically democratic techno-urban projects. Engaging these debates, this paper considers alternative models of the techno-social production of urban space based around the collective production and management of a common digital-urban infrastructure. The paper reflects on the notion of “technological sovereignty” and the case of Guifinet, the world’s largest “community wireless network” covering much of Catalonia.  The paper highlights the way its decentralized, DIY mode of producing and maintaining digital urban infrastructure points to the possibilities for more radically democratic models of co-production in which urban space, technological infrastructures, and subjectivities are continually reshaped in relation. Through this, the paper seeks to contribute to broader discussions about the digitalization of urban space and the possibilities for a radical techno-politics.  

New Geographies of Automation? (2): Spacings

2.1 The urbanisation of robotics and automated systems – a research agenda
Andy Lockhart* (a.m.lockhart@sheffield.ac.uk), Aidan While* (a.h.while@sheffield.ac.uk), Simon Marvin (s.marvin@sheffield.ac.uk), Mateja Kovacic (m.kovacic@sheffield.ac.uk), Desiree Fields (d.fields@sheffield.ac.uk) and Rachel Macrorie (r.m.macrorie@sheffield.ac.uk) (Urban Institute, University of Sheffield)
*Attending authors
Pronouncements of a ‘fourth industrial revolution’ or ‘second machine age’ have stimulated significant public and academic interest in the implications of accelerating automation. The potential consequences for work and employment have dominated many debates, yet advances in robotics and automated systems (RAS) will have profound and geographically uneven ramifications far beyond the realm of labour. We argue that the urban is already being configured as a key site of application and experimentation with RAS technologies. This is unfolding across a range of domains, from the development of autonomous vehicles and robotic delivery systems, to the growing use of drone surveillance and predictive policing, to the rollout of novel assistive healthcare technologies and infrastructures. These processes and the logics underpinning them will significantly shape urban restructuring and new geographies of automation in the coming years. However, while there is growing research interest in particular domains, there remains little work to date which takes a more systemic view. In this paper we do three things, which look to address this gap and constitute the contours of a new urban research agenda. First, we sketch a synoptic view of the urbanisation of RAS, identifying what is new, what is being enabled as a result and what should concern critical scholars, policymakers and the wider public in debates about automation. Second, we map out the multiple and sometimes conflicting rationalities at play in the urbanisation of RAS, which have the potential to generate radically different urban futures, and may address or exacerbate existing socio-spatial inequalities and injustices. Third, and relatedly, we pose a series of questions for urban scholars and geographers, which constitute the basis for an urgent new programme of research and intervention.

 

2.2 Translating the signals: Utopia as a method for interrogating developments in autonomous mobility

Thomas Klinger1, 2
Brendan Doody2
Debbie Hopkins2
Tim Schwanen2
1. Institute of Human Geography, Goethe-University Frankfurt am Main
2. School of Geography and the Environment, University of Oxford

Connected and autonomous vehicles (CAVs) are often presented as technological ‘solutions’ to problems of road safety, congestion, fuel economy and the cost of transporting people, goods and services. In these dominant techno-economic narratives ‘non-technical’ factors such as public acceptance, legal and regulatory frameworks, cost and investment in testing, research and supporting infrastructure are the main ‘barriers’ to the otherwise steady roll-out of CAVs. Drawing on an empirical case study of traffic signalling, we trace the implications that advances in vehicle autonomy may have for such mundane and taken-for-granted infrastructure. We employ the three modes of analysis associated with Levitas’ (2013) ‘utopia as a method’. Starting with the architectural mode we identify the components, actors and visions underpinning ‘autonomobility’. The archaeological mode is then used to unpack the assumptions, contradictions and possible unintended effects that CAVs may have for societies. In the ontological mode we speculate upon the types of human and non-human subjectivities and agencies implied by alleged futures of autonomous mobility. Through this process we demonstrate that techno-economic accounts overemphasise the likely scale, benefits and impacts these advances may have for societies. In particular, they overlook how existing automobile-dependent mobility systems are the outcome of complex assemblages of social and technical elements (e.g., cars, car-drivers, roads, petroleum supplies, novel technologies and symbolic meanings) which have become interlinked in systemic and path-dependent ways over time. We conclude that utopia as method may provide one approach by which geographers can interrogate and opening up alarmist/boosterish visions of autonomobility and automation.

 

2.3 Automating the laboratory? Folding securities of malware
Andrew Dwyer, University of Oxford
andrew.dwyer@cybersecurity.ox.ac.uk

Folding, weaving, and stitching is crucial to contemporary analyses of malicious software; generated and maintained through the spaces of the malware analysis laboratory. Technologies entangle (past) human analysis, action, and decision into ‘static’ and ‘contextual’ detections that we depend on today. A large growth in suspect software to draw decisions on maliciousness have driven a movement into (seemingly omnipresent) machine learning. Yet this is not the first intermingling of human and technology in malware analysis. It draws on a history of automation, enabling interactions to ‘read’ code in stasis; build knowledges in more-than-human collectives; allow ‘play’ through a monitoring of behaviours in ‘sandboxed’ environments; and draw on big data to develop senses of heuristic reputation scoring.

Though we can draw on past automation to explore how security is folded, made known, rendered as something knowable: contemporary machine learning performs something different. Drawing on Louise Amoore’s recent work on the ethics of the algorithm, this paper queries how points of decision are now more-than-human. Automation has always extended the human, led to loops, and driven alternative ways of living. Yet the contours, the multiple dimensions of the neural net, produce the malware ‘unknown’ that have become the narrative of the endpoint industry. This paper offers a history of the automation of malware analysis from static and contextual detection, to ask how automation is changing how cyberspace becomes secured and made governable; and how automation is not something to be feared, but tempered with the opportunities and challenges of our current epoch.

 

2.4 Robots and resistance: more-than-human geographies of automation on UK dairy farms

Chris Bear (Cardiff University; bearck@cardiff.ac.uk)
Lewis Holloway (University of Hull; l.holloway@hull.ac.uk)

This paper examines the automation of milking on UK dairy farms to explore how resistance develops in emerging human-animal-technology relations. Agricultural mechanisation has long been celebrated for its potential to increase the efficiency of production. Automation is often characterised as continuing this trajectory; proponents point to the potential for greater accuracy, the removal of less appealing work, the reduction of risks posed by unreliable labour, and the removal of labour costs. However, agricultural mechanisation has never been received wholly uncritically; studies refer to practices of resistance that have developed due to fears around (for instance) impacts on rural employment, landscapes, ecologies and traditional knowledge practices. Drawing on interviews with farmers, observational work on farms and analysis of promotional material, this paper examines resistant relations that emerge around the introduction of Automated Milking Systems (AMS) on UK dairy farms. While much previous work on resistance to agricultural technologies has pitted humans against machines, we follow Foucault in arguing that resistance can be heterogeneous and directionally ambiguous, emerging through ‘the capillary processes of counter-conduct’ (Holloway and Morris 2012). These capillary processes can have complex geographies and emerge through more-than-human relations. Where similar conceptualisations have been developed previously, technologies continue to appear rather inert – they are often the tools by which humans attempt to exert influence, rather than things which can themselves ‘object’ (Latour 2000), or which are co-produced by other nonhumans rather than simply imposed or applied by humans. We begin, therefore, to develop a more holistic approach to the geographies of more-than-human resistance in the context of automation.

 

2.5 Fly-by-Wire: The Ironies of Automation and the Space-Times of Decision-Making

Sam Hind (University of Siegen; hind@locatingmedia.uni-siegen.de)

This paper presents a ‘prehistory’ (Hu 2015) of automobile automation, by focusing on ‘fly-by-wire’ control systems in aircraft. Fly-by-wire systems, commonly referred to as ‘autopilots’ work by translating human control gestures into component movements, via digital soft/hardware. These differ historically from mechanical systems in which pilots have direct steering control through a ‘yoke’ to the physical components of an aircraft (ailerons etc.), via metal rods or wires. Since the launch of the first commercial aircraft with fly-by-wire in 1988, questions regarding the ‘ironies’ or ‘paradoxes’ of automation (Bainbridge 1983) have continued to be posed. I look at the occurrence of ‘mode confusion’ in cockpits to tease out one of these paradoxes; using automation in the aviation industry as a heuristic lens to analyze automation of the automobile. I then proceed by detailing a scoping study undertaken at the Geneva Motor Show in March this year, in which Nissan showcased an autonomous vehicle system. Unlike other manufacturers, Nissan is pitching the need for remote human support when vehicles encounter unexpected situations; further complicating and re-distributing navigational labour in, and throughout, the driving-machine. I will argue that whilst such developments plan to radically alter the ‘space-times of decision-making’ (McCormack and Schwanen 2011) in the future autonomous vehicle, they also exhibit clear ironies or paradoxes found similarly, and still fiercely discussed, in the aviation industry and with regards to fly-by-wire systems. It is wise, therefore, to consider how these debates have played out – and with what consequences.

Workshop on feminist philosophy of technology – Vienna 25-26 Oct ’18

Donna Harraway

Via Mark Coeckelbergh.

Workshop on feminist philosophy of technology

Organizers: Dr. Janina Loh, Prof. Dr. Mark Coeckelbergh
Date: October 25-26, 2018
Venue: University of Vienna, Department of Philosophy, Universitätsstr. 7 (NIG), 1010 Vienna

There has been little attention to feminism and gender issues in mainstream philosophy of technology and vice versa: many feminists have focused on societal matters and relationships without taking into account how technics (i.e. technologies and techniques) shape those societies and relationships. However, since the beginning of the second-wave feminism by the mid 20th century, a growing awareness of the gravity and urgency for a critical reflection of technology and the sciences within feminist discourses can be observed. But feminist thinkers have not throughout interpreted technology and science as potentially emancipatory and liberating in every respect. In the same breath, the inherent structures of dominance, marginalization, and oppression have been confronted and disqualified within the feminist paradigm. The question of defining and ascribing responsibility in science and technics – regarding for instance the technological transformation of labor, the life in the information society, and the relationship between humans and machines – is essential for this workshop. Critical posthumanism and new feminist materialism define promising examples for a reformulation of known challenges such as essentialism and relativism, a transformation of hypostatized perspectives on traditional categories and dichotomies, as well as the claim to think off the beaten paths of socialist, liberal, and radical feminism. Confirmed keynote speakers are Corinna Bath, Rick Dolphijn, Nina Lykke, Kathleen Richardson, Lucy Suchman, and Judy Wajcman. The workshop Feminist Philosophy of Technology has two main aims: It shall present and spark a dialogue between the prominent approaches within feminist philosophy of technology (first day). On the second day we would like to explore and discuss potential challenges and perspectives within current movements of feminist philosophy of technology. We welcome submissions on any – but not limited to – the following issues:

  • critical posthumanism
  • new materialist feminism
  • feminist philosophy of technology
  • technofeminism
  • cyberfeminism
  • xenofeminism
  • human-machine-interaction
  • relationships with machines
  • sexrobotics
  • the future of work (industry 4.0, automatization, digitalization)
  • women, technics, and education
  • women, technics, and arts.

Please submit abstracts of around 500 words to janina.loh@univie.ac.at, by July 30. Acceptance notifications will be sent out by the end of August.

Event > Data Feminism with Lauren Klein (at KCL)

Melba Roy

This event looks really interesting!

Via Pip Thornton.

Data Feminism

Lauren Klein, Assistant Professor, Georgia Tech

How might we draw on feminist critical thought to reimagine data practices and data work? Join us for a public talk with Lauren Klein (Assistant Professor, Georgia Tech) to discuss her recent work on data feminism. Hosted by Jonathan Gray at the Department for Digital Humanities at King’s College London.

With their ability to depict hundreds, thousands, and sometimes even millions of relationships at a single glance, visualizations of data can dazzle, inform, and persuade. It is precisely this power that makes it worth asking: “Visualization by whom? For whom? In whose interest? Informed by whose values?” These are some of the questions that emerge from what we call data feminism, a way of thinking about data and its visualization that is informed by the past several decades of feminist critical thought. Data feminism prompts questions about how, for instance, challenges to the male/female binary can also help challenge other binary and hierarchical classification systems. It encourages us to ask how the concept of invisible labor can help to expose the invisible forms of labor associated with data work. And it points to how an understanding of affective and embodied knowledge can help to expand the notion of what constitutes data and what does not. Using visualization as a starting point, this talk works backwards through the data-processing pipeline in order to show how a feminist approach to thinking about data not only exposes how power and privilege presently operate in visualization work, but also suggests how different design principles can help to mitigate inequality and work towards justice.

Lauren Klein is an assistant professor in the School of Literature, Media, and Communication at Georgia Tech, where she also directs the Digital Humanities Lab. With Matthew Gold, she editsDebates in the Digital Humanities (University of Minnesota Press), a hybrid print/digital publication stream that explores debates in the field as they emerge. Her literary monograph,Matters of Taste: Eating, Aesthetics, and the Early American Archive, is forthcoming from Minnesota in Spring 2019. She is also at work on two new projects: Data Feminism, co-authored with Catherine D’Ignazio, and under contract with MIT Press, which distills key lessons from feminist theory into a set of principles for the design and interpretation of data visualizations, and Data by Design, which provides an interactive history of data visualization from the eighteenth century to the present.

Ellen Ullman’s Life in Code

Interesting account of author of Close to the Machine Ellen Ullman’s most recent book Life in Code, which sounds fantastic and very much worth a read (just like Close to the Machine), and something of its context. From the NYT:

LIFE IN CODE

A Personal History of Technology

By Ellen Ullman

Illustrated. 306 pp. Farrar, Straus & Giroux.

As milestone years go, 1997 was a pretty good one. The computers may have been mostly beige and balky, but certain developments were destined to pay off down the road. Steve Jobs returned to a floundering Apple after years of corporate exile, IBM’s Deep Blue computer finally nailed the world-champion chess master Garry Kasparov with a checkmate, and a couple of Stanford students registered the domain name for a new website called google.com. Nineteen ninety-seven also happened to be the year that the software engineer Ellen Ullman published “Close to the Machine: Technophilia and Its Discontents,” her first book about working as a programmer in a massively male-dominated field.

That slender volume became a classic of 20th-century digital culture literature and was critically praised for its sharp look at the industry, presented in a literary voice that ignored the biz-whiz braggadocio of the early dot-com era. The book had obvious appeal to technically inclined women — desktop-support people like myself then, computer-science majors, admirers of Donna J. Haraway’s feminist cyborg manifesto, those finding work in the newish world of website building — and served as a reminder that someone had already been through it all and took notes for the future.

Then Ullman retired as a programmer, logging out to go write two intense character-driven thriller novels and the occasional nonfiction essay. The digital economy bounced back after the Epic Fail of 2000 and two decades later, those techno-seeds planted back in 1997 have bloomed. Just look at all those smartphones, constantly buzzing with news alerts and calendar notifications as we tell the virtual assistant to find us Google Maps directions to the new rice-bowl place. What would Ullman think of all this? We can now find out, as she’s written a new book, “Life in Code: A Personal History of Technology,” which manages to feel like both a prequel and a sequel to her first book.

Read the rest on the NYT website.