Algorithms & Machine Learning
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Invisible Women: Exposing data bias in a world designed for men.
Perez, Caroline Criado. Invisible Women: Exposing data bias in a world designed for men. Random House, 2019. -
Algorithms of oppression: How search engines reinforce racism.
Noble, Safiya Umoja. Algorithms of oppression: How search engines reinforce racism. NYU Press, 2018. -
The Social Power of Algorithms.
Beer, David. 2017. “The Social Power of Algorithms.” Information, Communication & Society, 20(1). https://doi.org/10.1080/1369118X.2016.1216147
Black DH/Digital Studies
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Black Software: The Internet and Racial Justice, from the AfroNet to Black Lives Matter.
McIlwain, Charlton D. Black Software: The Internet and Racial Justice, from the AfroNet to Black Lives Matter. Oxford University Press, USA, 2019. -
Introduction: Wild Seed in the Machine.
Johnson, Jessica Marie, and Mark Anthony Neal. "Introduction: Wild Seed in the Machine." (2017): 1-2. The Black Scholar: Black Code Studies Issue -
Making a case for the Black digital humanities.
Gallon, Kim. "Making a case for the Black digital humanities." Debates in the Digital Humanities (2016): 42-49. https://dhdebates.gc.cuny.edu/read/untitled/section/fa10e2e1-0c3d-4519-a958-d823aac989eb
Cyber-Feminisms
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Gendered play, racialized reality: Black cyberfeminism, inclusive communities of practice, and the intersections of learning, socialization, and resilience in online gaming
Richard, Gabriela T., and Kishonna L. Gray. "Gendered play, racialized reality: Black cyberfeminism, inclusive communities of practice, and the intersections of learning, socialization, and resilience in online gaming." Frontiers: A Journal of Women Studies 39.1 (2018): 112-148. -
Third World Perspectives on Cyberfeminism.
Gajjala, Radhika. "'Third World Perspectives on Cyberfeminism." Development in Practice 9.5 (1999): 616-619. -
On cyberfeminism and cyberwomanism: High-tech mediations of feminism’s discontents
Everett, Anna. "On cyberfeminism and cyberwomanism: High-tech mediations of feminism’s discontents." Signs: Journal of Women in Culture and Society 30.1 (2004): 1278-1286.
Critical Code Studies/Critical Race STS
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Rhetorical code studies: Discovering arguments in and around code
Brock, Kevin. Rhetorical code studies: Discovering arguments in and around code. University of Michigan Press, 2019. -
Race as technology
Coleman, Beth. "Race as technology." Camera Obscura: Feminism, Culture, and Media Studies 24.1 (70) (2009): 177-207. -
Catching Our Breath: Critical Race STS and the Carceral Imagination.
Benjamin, Ruha. "Catching Our Breath: Critical Race STS and the Carceral Imagination." Engaging Science, Technology, and Society 2 (2016): 145-156.
Data Colonialism
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Towards critical data studies: Charting and unpacking data assemblages and their work
Rob Kitchin and Tracey Lauriault. (2014). "Towards critical data studies: Charting and unpacking data assemblages and their work." https://pdfs.semanticscholar.org/a0bf/2567e8ae39538719686bb6cfab548855e7c9.pdf -
Data colonialism through accumulation by dispossession: New metaphors for daily data
Thatcher J, O’Sullivan D, Mahmoudi D. Data colonialism through accumulation by dispossession: New metaphors for daily data. Environment and Planning D: Society and Space. 2016 Dec;34(6):990-1006. https://doi.org/10.1177/0263775816633195
Data Ethics, Research, & Rights
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Critical questions for big data: Provocations for a cultural, technological, and scholarly phenomenon
Boyd, Danah, and Kate Crawford. "Critical questions for big data: Provocations for a cultural, technological, and scholarly phenomenon." Information, communication & society 15.5 (2012): 662-679. -
Good Data
Daly, Angela, Monique Mann, and S. Kate Devitt. Good Data. Lulu. com, 2019. -
Digital dead end: Fighting for social justice in the information age
Eubanks, Virginia. Digital dead end: Fighting for social justice in the information age. MIT Press, 2012.
Data Visualization
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Feminist data visualization.
D’Ignazio, Catherine, and Lauren F. Klein. "Feminist data visualization." Workshop on Visualization for the Digital Humanities (VIS4DH), Baltimore. IEEE. 2016. -
Speculative visualization: A new rhetoric for communicating public concerns.
Kim, Tanyoung, and Carl DiSalvo. "Speculative visualization: A new rhetoric for communicating public concerns." In Proceedings of the Design Research Society (DRS) international conference design & complexity. 2010.
Digital Humanities
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#transform (ing) DH Writing and Research: An Autoethnography of Digital Humanities and Feminist Ethics.
Bailey, Moya. "#transform (ing) DH Writing and Research: An Autoethnography of Digital Humanities and Feminist Ethics." DHQ: Digital Humanities Quarterly 9.2 (2015). -
Big? Smart? Clean? Messy? Data in the Humanities.
Christof Schöch. Big? Smart? Clean? Messy? Data in the Humanities. Journal of Digital Humanities, 2013, 2 (3), pp.2-13. Ffhal-00920254f -
The remaking of reading: Data mining and the digital humanities.
Kirschenbaum, Matthew G. "The remaking of reading: Data mining and the digital humanities." The National Science Foundation Symposium on Next Generation of Data Mining and Cyber-Enabled Discovery for Innovation, Baltimore, MD. Vol. 134. 2007.
Feminist Data Studies
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Data Feminism
D'Ignazio, Catherine, and Lauren F. Klein. Data Feminism. MIT Press, 2020. -
Visualizing junk: Big data visualizations and the need for feminist data studies
Hill, Rosemary Lucy, Helen Kennedy, and Ysabel Gerrard. "Visualizing junk: Big data visualizations and the need for feminist data studies." Journal of Communication Inquiry 40.4 (2016): 331-350. -
Feminist data studies: using digital methods for ethical, reflexive and situated socio-cultural research.
Leurs, Koen. "Feminist data studies: using digital methods for ethical, reflexive and situated socio-cultural research." Feminist Review 115.1 (2017): 130-154.
Human Computer Interaction (HCI)
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The poetics of design fiction.
Markussen, Thomas, and Eva Knutz. "The poetics of design fiction." Proceedings of the 6th International Conference on Designing Pleasurable Products and Interfaces. 2013.
Indigenous Data Sovereignty (IDS)
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Governing data and data for governance: the everyday practice of Indigenous sovereignty
Smith, D. E. (2016). “Governing data and data for governance: the everyday practice of Indigenous sovereignty,” Ch. 7 in Indigenous data sovereignty: Toward an agenda, 117-138. https://www-jstor-org.ezproxy.lib.purdue.edu/stable/j.ctt1q1crgf.14. -
Indigenous data sovereignty: Toward an agenda
Kukutai, Tahu, and John Taylor, eds. Indigenous data sovereignty: Toward an agenda. Vol. 38. Anu Press, 2016. -
Data sovereignty for the Yawuru in Western Australia
Yap, L. M. M., & Yu, E. (2016). “Data sovereignty for the Yawuru in Western Australia,” Ch. 13 in In Indigenous data sovereignty: Toward an agenda. ANU Press. https://www-jstor-org.ezproxy.lib.purdue.edu/stable/j.ctt1q1crgf.20
Information Studies & Big Data Critiques
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Critical questions for big data: Provocations for a cultural, technological, and scholarly phenomenon.
Boyd, Danah, and Kate Crawford. "Critical questions for big data: Provocations for a cultural, technological, and scholarly phenomenon." Information, communication & society 15.5 (2012): 662-679. -
What does a critical data studies look like, and why do we care? Seven points for a critical approach to ‘big data’.
Dalton, Craig, and Jim Thatcher. "What does a critical data studies look like, and why do we care? Seven points for a critical approach to ‘big data’." Society and Space 29 (2014). -
A case for critical data studies in Library and Information Studies
Oliphant, Tami. "A case for critical data studies in Library and Information Studies." Harvard Business Review 70 (2012).
Queer Data Studies
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Size matters to lesbians, too: Queer feminist interventions into the scale of big data.
Gieseking, Jen Jack. "Size matters to lesbians, too: Queer feminist interventions into the scale of big data." The Professional Geographer 70.1 (2018): 150-156. -
Boxes of our own creation: A trans data collection wo/manifesto.
Harrison-Quintana, Jack, Jaime M. Grant, and Ignacio G. Rivera. "Boxes of our own creation: A trans data collection wo/manifesto." Transgender Studies Quarterly 2.1 (2015): 166-174. -
Queer OS.
Keeling, Kara. "Queer OS." Cinema Journal 53.2 (2014): 152-157.
Mapping & Critical Cartographies
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Countermapping Data Science.
Dalton, Craig and Tim Stalman. (2018). Countermapping Data Science. Canadian Geographer 2018, 62(1): 93-101. -
Creative Data Literacy: Bridging the gap between the data-haves and data-have nots
Catherine D’Ignazio. 2017. Creative Data Literacy: Bridging the gap between the data-haves and data-have nots, Information Design Journal 23(1), 6–18.
Manuals and Manifestos
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Data Humanism
Data Humanism - http://giorgialupi.com/data-humanism-my-manifesto-for-a-new-data-wold -
FemTechNet: A Collective Statement on Teaching and Learning Race, Feminism, and Technology.
FemTechNet Collective. "FemTechNet: A Collective Statement on Teaching and Learning Race, Feminism, and Technology." Frontiers: A Journal of Women Studies 39.1 (2018): 24-41. -
Feminist Data Manifesto-No
“Feminist Data Manifesto-No” - https://www.manifestno.com/
Methods of Critical Data Studies & Ethics
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Indigenous Data Sovereignty (IDS)
“Indigenous Data Sovereignty (IDS)” - https://www.stateofopendata.od4d.net/chapters/issues/indigenous-data.html -
Critical technocultural discourse analysis
Brock, André. "Critical technocultural discourse analysis." New Media & Society 20.3 (2018): 1012-1030. -
Digital sociologies
Daniels, Jessie, and Karen Gregory, eds. Digital sociologies. Policy Press, 2016.
Politics of Platforms
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Intersecting Oppressions and Online Communities
Gray, Kishonna. 2012. “Intersecting Oppressions and Online Communities.” Information, Communication and Society 15, no. 3: 411-428. -
The Politics of ‘Platforms’.
Gillespie, Tarleton. (2010). The Politics of ‘Platforms’. New Media & Society, 12(3), 347-364. https://journals.sagepub.com/doi/pdf/10.1177/1461444809342738 -
The Culture of Connectivity: A Critical History of Social Media.
van Dijck, José. 2013. The Culture of Connectivity: A Critical History of Social Media. Oxford: Oxford University Press.
Posthumanism
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Posthuman Knowledge
Braidotti, Rosi. Posthuman Knowledge. John Wiley & Sons, 2019. -
How we became posthuman: Virtual bodies in cybernetics, literature, and informatics.
Hayles, N. Katherine. How we became posthuman: Virtual bodies in cybernetics, literature, and informatics. University of Chicago Press, 2008.
Race and Racism in Internet/Data/ST Studies
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Cyber racism: White supremacy online and the new attack on civil rights
Daniels, Jessie. Cyber racism: White supremacy online and the new attack on civil rights. Rowman & Littlefield Publishers, 2009 -
The trouble with White feminism: Whiteness, digital feminism and the intersectional internet
Daniels, Jessie. "The trouble with White feminism: Whiteness, digital feminism and the intersectional internet." Digital Feminism and the Intersectional Internet (February 16, 2015) (2015). -
Race after the Internet
Nakamura, Lisa, and Peter Chow-White, eds. Race after the Internet. Routledge, 2013.
Smart Campuses, Cities, and Technologies
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In the Shadow of the Ivory Tower: How Universities Are Plundering Our Cities
Baldwin, Davarian L. In the Shadow of the Ivory Tower : How Universities Are Plundering Our Cities. New York, Ny, Bold Type Books, 30 Mar. 2021. -
Abolition May
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Coalition for Critical Technology
Coalition for Critical Technology. “Abolish the #TechToPrisonPipeline.” Medium, 29 June 2020.
Surveillance & Predictive Policing
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Captivating technology: Race, carceral technoscience, and liberatory imagination in everyday life
Benjamin, Ruha, ed. Captivating technology: Race, carceral technoscience, and liberatory imagination in everyday life. Duke University Press, 2019. -
Dark matters: On the surveillance of blackness
Browne, Simone. Dark matters: On the surveillance of blackness. Duke University Press, 2015. -
Race and surveillance.
Browne, Simone. "Race and surveillance." Handbook on Surveillance Studies. New York: Routledge (2012): 72-79.
Twitter Data & Hashtags Scholarship
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Disruptive Joy: #BlackOutDay’s Affirmative Resonances
Cho, Alexander. 2018. “Disruptive Joy: #BlackOutDay’s Affirmative Resonances.” In A Networked Self and Love. Ed. Papacharissi, Zizi. New York: Routledge. pp. 189-201. -
Beyond hashtags: Racial politics and Black digital networks.
Florini, Sarah. Beyond hashtags: Racial politics and Black digital networks. Vol. 19. NYU Press, 2019. -
Tweets, Tweeps, and Signifyin’ Communication and Cultural Performance on “Black Twitter”.
Florini, Sarah. "Tweets, Tweeps, and Signifyin’ Communication and Cultural Performance on “Black Twitter”." Television & New Media 15.3 (2014): 223-237.
Digital Pedagogy
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The standards of critical digital pedagogy
Hamilton, Sam. "The standards of critical digital pedagogy." Hybrid Pedagogy (2014). -
Hybrid Pedagogy
Hybrid Pedagogy - https://hybridpedagogy.org/tag/what-is-digital-pedagogy/
Feminist Technology Studies
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Fem Tech Net Distributed Open Collaborative Practice: Performing Difference, Exquisite Engendering, and Feminist Mapping
Karen T. Keifer-Boyd “Fem Tech Net Distributed Open Collaborative Practice: Performing Difference, Exquisite Engendering, and Feminist Mapping”. (2017). -
Rapid response: DIY curricula from FemTechNet to crowd-sourced syllabi
Losh, Elizabeth. "Rapid response: DIY curricula from FemTechNet to crowd-sourced syllabi." Applied Media Studies. Routledge, 2017. 117-125.
Digital Praxis
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TAKING CARE OF BLACK WOMEN’S MATERIAL CULTURE
“TAKING CARE OF BLACK WOMEN’S MATERIAL CULTURE” https://dhtraining.org/hilt/course/critical-digital-curation-taking-care-of-black-womens-material-culture/ -
Race, Rhetoric, and Technology
“Race, Rhetoric, and Technology” - http://dradambanks.net/dradambanks/Scholarship.html -
Digital Defense Playbook
Digital Defense Playbook - https://www.odbproject.org/tools/
Syllabi
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Critical Race and Digital Studies
“Critical Race and Digital Studies” https://criticalracedigitalstudies.com/syllabus/ -
Algorithmic Culture
“Algorithmic Culture” (Christian Sandvig, University of Michigan) http://www-personal.umich.edu/~csandvig/Algorithmic%20Culture%20–%20Sandvig%20–%20Draft%20Syllabus.pdf -
Algorithms and Big Data: Methods and Controversies
“Algorithms and Big Data: Methods and Controversies” (Mike Ananny, USC) http://mike.ananny.org/ananny-asims-algorithmsBigData-syllabus-may29.pdf