Few professions appear more at odds, at least on the surface, than ethnography and data science. The first deals in qualitative “truths,” gleaned by human researchers, based on careful, deep observation of only a small number of human subjects, typically. The latter deals in quantitative “truths,”...
Tag: epistemology
Who and What Drives Algorithm Development: Ethnographic Study of AI Start-up Organizational Formation
The focus of this paper is to investigate deep learning algorithm development in an early stage start-up in which edges of knowledge formation and organizational formation were unsettled and contested. We use a debate by anthropologists Clifford Geertz and Claude Levi-Strauss to examine these...
Cooperation without Submission: Some Insights on Knowing, Not-Knowing and Their Relations from Hopi-US Engagements
EPIC2018 Keynote Address Introduction The headlines of the March 6, 1886 edition of the Illustrated Police News, read “Cowed by a Woman: A Craven Red Villain Weakens in the Face of a Resolute White Heroine—Exciting Adventure in an Indian Village in Arizona.” The lede was accompanied by this...
Book Review: The Paradox of Sensemaking
Sensemaking: The Power of Humanities in the Age of the Algorithm Christian Madsbjerg 2017, 240 pp, Hachette Books Excerpt Christian Madsbjerg has done a huge amount to elevate the profile and impact of ethnography in corporate settings. As co-founder of ReD Associates, Madsbjerg makes a consistent...
<Place Label Here> Our Use of Labels at Work
PechaKucha Presentation—A label can be accurate and inadequate at the same time. A fish is a fish, but it's also a sea-dwelling, scale-covered, egg-laying, underwater-breathing creature. Many of us believe in the power of words to change the way we think about something. But are we always aware of...
The Ethnographer’s Spyglass: Insights and Distortions from Remote Usability Testing
This paper examines the cultural counter-flow between ethnography and remote usability testing, specifically what such tools might offer ethnographic practice. I explore how remote usability testing can both extend and delimit ethnographers’ sight lines. Because remote testing has a narrow...
The Virtues of the Visceral
The news on BBC Radio this morning: The Syrian crisis enters its seventh year with 400,000 dead and little hope that this complex catastrophe will be untangled any time soon. The scale of suffering is huge, but Syria accounts for just a fraction of an even more staggering number – the UNHCR...
A Thrice-Told Truth
PechaKucha Presentation—“But what do anthropologists do? What kind of special knowledge do you have access to?” This question was posed during one of the salons at EPIC2014 and cuts to the heart of the value of non-academic anthropologists. We contend that there is not one answer, but a series of...
The Domestication of Data: Why Embracing Digital Data Means Embracing Bigger Questions
The EPIC community has been wrestling with ways to integrate quantitative and qualitative methods in light of the increasing role that digital data plays in business practices. Some focus on methodological issues (digital data as method), while others point to the consumer value in data products...
Going with the Gut: The Case for Combining Instinct and Data
"The lesson I took away from that was, while we like to speak with data around here, so many times in my career I've ended up making decisions with my gut, and I should have followed my gut," Otellini said. "My gut told me to say yes." So said the ex-CEO of Intel, ruing his decision to pass on the...