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R. Stuart Geiger
Curriculum Vitae
stuart at stuartgeiger.com | http://www.stuartgeiger.com | @staeiou | Google Scholar
Education:
- Ph.D., Information Management & Systems with a designated emphasis in New Media, University of California at Berkeley
- Date: December 2015
- Doctoral Thesis: robots.txt: An Ethnographic Investigation of Automated Software Agents in User-Generated Content Platforms
- Advisor: Prof. Jenna Burrell
- M.A., Communication, Culture, and Technology, Georgetown University
- Date: May 2009
- Master’s Thesis: Working within Wikipedia: Infrastructures of Knowing and Knowledge Production
- Advisor: Prof. David Ribes
- B.A., Humanities Honors, University of Texas at Austin
- Date: May 2007
- Senior Thesis: Democracy in Wikipedia
- Advisor: Prof. Elizabeth Keating
Employment
- Assistant Professor, UC San Diego, Department of Communication and Halıcıoğlu Data Science Institute (July 2020 to present)
- Staff Ethnographer, UC Berkeley Institute for Data Science (Jan 2016 to June 2020)
- Research Intern, Wikimedia Foundation (May to August 2011)
- Research Associate, Georgetown University, Communication, Culture, and Technology Program (May 2009 to August 2010)
Peer-Reviewed Journal Publications:
- Geiger, R.S., Varoquaux, N., Mazel-Cabasse, C., and Holdgraf, C. (2018). "The Types, Roles, and Practices of Documentation in Data Analytics Open Source Software Libraries: A Collaborative Ethnography of Documentation Work." Computer-Supported Cooperative Work (JCSCW). https://doi.org/10.1007/s10606-018-9333-1 Best paper award (1st runner-up)
- Geiger, R.S. (2017). "Beyond opening up the black box: Investigating the role of algorithmic systems in Wikipedian organizational culture." Big Data & Society 4(2). http://stuartgeiger.com/algoculture-bds.pdf
- Geiger, R.S. (2016). "Bot-based collective blocklists in Twitter: the counterpublic moderation of harassment in a networked public space." Information, Communication, and Society 19(6). http://stuartgeiger.com/blockbots-ics.pdf
- Geiger, R.S. (2014). "Bots, Bespoke Code, and the Materiality of Software Platforms." Information, Communication, and Society http://dx.doi.org/10.1080/1369118X.2013.873069
- Romolini, M., S. Record, R. Garvoille , Marusenko, and R.S. Geiger. (2013). "The Next Generation of Scientists: Examining the Experiences of Graduate Students in Network-Level Science." Ecology and Society 18(3).http://dx.doi.org/10.5751/ES-05606-180342
- Halfaker, A., R.S. Geiger , J. Morgan, and J. Riedl. (2013). "The Rise and Decline of an Open Collaboration System: How Wikipedia's reaction to sudden popularity is killing it." American Behavioral Scientist.http://dx.doi.org/10.1177/0002764212469365
- Ribes, D., S. Jackson, R.S. Geiger, C. Burton, and T. Finholt (2013). "Artifacts that organize: Delegation in the distributed organization." Information and Organization 23:1–14. http://dx.doi.org/10.1016/j.infoandorg.2012.08.001
- Geiger, R.S. (2009). "Does Habermas Understand the Internet? The Algorithmic Construction of the Blogo/Public Sphere." Gnovis: A Journal of Communication, Culture, and Technology. 10(1). http://stuartgeiger.com/papers/gnovis-habermas-blogopublic-sphere.pdf
Peer-Reviewed Archived Conference Proceedings:
- Geiger, R.S., K. Yu, Y. Yang, M. Dai, J. Qiu, R. Tang, and J. Huang. (2020). "Garbage In, Garbage Out: Do Machine Learning Application Papers in Social Computing Report Where Human-Labeled Training Data Comes From?" Proceedings of the ACM Conference on Fairness, Accountability, and Transparency(FAT* 2020). https://arxiv.org/abs/1912.08320
- Geiger, R.S. (2019). "The Rise and Fall of the Note: Changing Paper Lengths in ACM CSCW, 2000-2018." Proceedings of the ACM on Human-Computer Interaction.(CSCW 2019). https://doi.org/10.1145/3359324 https://arxiv.org/abs/1908.10808
- Geiger, R.S. and Halfaker, A. (2017). "Operationalizing conflict and cooperation between automated software agents in Wikipedia: A replication and expansion of Even Good Bots Fight." Proceedings of the ACM on Human-Computer Interaction (Nov 2017 issue, CSCW 2018 Online First). https://doi.org/10.1145/3134684
- Halfaker, A., Geiger, R.S. , and Terveen, L. (2014). "Snuggle: Designing for Efficient Socialization and Ideological Critique." In Proceedings of the 2014 ACM Conference on Human Factors in Computing (CHI 2014).http://stuartgeiger.com/papers/snuggle-chi.pdf
- Geiger, R.S. and Halfaker, A. (2013). "When the Levee Breaks: Without Bots, What Happens to Wikipedia's Quality Control Processes?" In Proceedings of the 9th International Symposium on Wikis and Open Collaboration (WikiSym 2013).http://stuartgeiger.com/wikisym13-cluebot.pdf
- Geiger, R.S. and Halfaker, A. (2013). "Using Edit Sessions to Measure Participation in Wikipedia." In Proceedings of the 2013 ACM Conference on Computer Supported Cooperative Work (CSCW 2013).http://www.stuartgeiger.com/cscw-sessions.pdf
- Geiger, R.S., A. Halfaker, M. Pinchuk, and S. Walling (2012). "Defense Mechanism or Socialization Tactic? Improving Wikipedia's Notifications to Rejected Contributors." In Proceedings of the 2012 International Conference on Weblogs and Social Media (ICWSM 2012).http://www.aaai.org/ocs/index.php/ICWSM/ICWSM12/paper/view/4657
- Ford, H. and R.S. Geiger. (2012). "'Writing up rather than writing down': Becoming Wikipedia Literate." In Proceedings of the 8th International Symposium on Wikis and Open Collaboration (WikiSym 2012). New York: ACM Digital Library. http://www.stuartgeiger.com/becoming-wikipedia-literate.pdf
- Geiger, R.S., J. Jeong, and E. Manders (2012). "Black-Boxing the User: Internet Protocol over Xylophone Players." In Proceedings of the 2012 ACM Conference on Human-Computer Interaction (alt.CHI 2012). New York: ACM Digital Library. http://dl.acm.org/citation.cfm?id=2212785
- Geiger, R.S. and H. Ford. (2011) "Participation in Wikipedia's Deletion Processes." In Proceedings of the 7th International Symposium on Wikis and Open Collaboration (WikiSym 2011). New York: ACM Digital Library. http://dx.doi.org/10.1145/2038558.2038593
- Geiger, R.S. and D. Ribes (2011). "Trace Ethnography: Following Coordination through Documentary Practices." In Proceedings of the 44th Annual Hawaii International Conference on System Sciences (HICSS).http://dx.doi.org/10.1109/HICSS.2011.455. Best paper award nomination
- Geiger, R.S. and D. Ribes (2010). "The Work of Sustaining Order in Wikipedia: The Banning of a Vandal." In Proceedings of the 2010 ACM Conference on Computer-Supported Cooperative Work (CSCW 2012). New York: ACM Digital Library. http://dx.doi.org/10.1145/1718918.1718941
- Geiger, R.S. (2009). "The Social Roles of Bots and Assisted Editing Tools." In Proceedings of the 5th International Symposium on Wikis and Open Collaboration. New York: ACM Digital Library. http://dx.doi.org/10.1145/1641309.1641351
Book Chapters and Conference Proceedings (non-peer reviewed):
- Geiger, R.S. and Lampinen, A. (2014). "Old Against New, or a Coming of Age? Broadcasting in an Era of Electronic Media." Journal of Broadcasting and Electronic Media 58(3). http://www.tandfonline.com/doi/full/10.1080/08838151.2014.935855
- Geiger, R.S. (2011). "The Lives of Bots." In G. Lovink and N. Tkacz (eds.) In Wikipedia: A Critical Point of View. Amsterdam: Institute of Network Cultures. http://www.stuartgeiger.com/lives-of-bots-wikipedia-cpov.pdf
- Matias, N. and Geiger, R.S. (2015). "Defining, Designing, and Evaluating Civic Values in Human Computation and Collective Action Systems." In Proceedings of HCOMP 2014, Citizen-X Workshop. http://stuartgeiger.com/defining-civic-values-hcomp-matias-geiger.pdf
Reports, Working Papers, and Preprints (non-peer reviewed):
- Geiger, R.S. , O. DeMasi, A. Culich, A. Zoglauer, D. Das, F. Hoces de la Guardia, K. Ottoboni, M. Fenner, N. Varoquaux, R. Barter, R. Barnes, S. Stoudt, S. Dorton, S. van der Walt. (2019). "Best Practices for Fostering Diversity and Inclusion in Data Science." BIDS Best Practices in Data Science Series. Berkeley, CA: Berkeley Institute for Data Science. https://doi.org/10.31235/osf.io/8gsjz
- Geiger, R.S., D. Sholler, A. Culich, C. Martinez, F. Hoces de la Guardia, F. Lanusse, K. Ottoboni, M. Stuart, M. Vareth, N. Varoquaux, S. Stoudt, and S. van der Walt. (2018). "Challenges of Doing Data-Intensive Research in Teams, Labs, and Groups." BIDS Best Practices in Data Science Series. Berkeley Institute for Data Science: Berkeley, California. https://doi.org/10.31235/osf.io/a7b3m
- Sholler, D. Das, F. Hoces de la Guardia, C. Hoffmann, F. Lanusse, N. Varoquaux, R. Garcia, R.S. Geiger , S. McDevitt, S. Peterson, S. Stoudt. (2019). "Best Practices for Managing Turnover in Data Science Groups, Teams, and Labs." BIDS Best Practices in Data Science Series. Berkeley, CA: Berkeley Institute for Data Science. https://doi.org/10.31235/osf.io/wsxru
- Geiger, R.S., C. Mazel-Cabasse, C. Cullens, L. Noren, B. Fiore-Gartland, D. Das, and H. Brady (2018). "Career Paths and Prospects in Academic Data Science: Report of the Moore-Sloan Data Science Environments Survey." Report. Berkeley, California: UC-Berkeley Institute for Data Science. https://doi.org/10.31235/osf.io/xe823
- Geiger, R.S. (2017). "Summary Analysis of the 2017 GitHub Open Source Survey." SocArXiV Preprints. https://doi.org/10.31235/osf.io/qps53
Open-Source Software and Open Data Projects:
- Geiger, R.S. (2019). "ArXiV Archive: A tidy and complete archive of metadata for papers on arxiv.org, 1993-2019." Zenodo. http://doi.org/10.5281/zenodo.1463242
- Geiger, R.S., Paxton, A., and Haines, R. (2017). "Academicpages.github.io: a ready-to-fork GitHub Pages template for personal academic websites." GitHub. https://academicpages.github.io. Over 3,500 users.
- Geiger, R.S. (2017). "Getorg: a Python library for querying information and analytics about GitHub organizations." GitHub. https://github.com/getorg/getorg
Talks
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January 28, 2020
Paper presentation at ACM FAT* 2020, Barcelona, Spain
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July 10, 2019
Keynote at SciPy 2019, Austin, Texas
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February 15, 2019
Panelist at University of California, San Diego, San Diego, California
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January 24, 2019
Talk at eScience Institute, University of Washington, Seattle, Washington
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January 23, 2019
Talk at eScience Institute, University of Washington, Seattle, Washington
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August 23, 2018
Keynote at ACM International Symposium on Open Collaboration (OpenSym), Paris, France
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August 16, 2018
Panel at Machine Learning and User Experience San Francisco (MLUXSF), San Francisco, California
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June 07, 2018
Talk at 2018 European Conference on Computer-Supported Cooperative Work, Nancy, France
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May 27, 2018
Talk at 2018 Annual Conference of the International Communication Association, Prague, Czech Republic
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May 09, 2018
Talk at University of California at San Diego, The Design Lab, San Diego, California
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April 20, 2018
Keynote at Open Science Symposium, Department of Second Language Studies, University of Hawaiʻi at Mānoa, Mānoa, Hawaiʻi
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March 26, 2018
Talk at IT University of Copenhagen, ETHOSlab, Copenhagen, Denmark
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March 22, 2018
Talk at University of Manchester, Data Science Institute, Manchester, United Kingdom
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March 16, 2018
Guest lecture at UC-Berkeley: Human Contexts and Ethics of Data course, Berkeley, California
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February 26, 2018
Talk at College of Information Studies, University of Maryland at College Park, College Park, Maryland
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February 12, 2018
Talk at School of Information Sciences, University of Illinois at Urbana-Champaign, Urbana, Illinois
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January 11, 2018
Talk at School of Information and Library Science, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
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November 01, 2017
Talk at Bay Area Science Festival, Albany, California
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October 19, 2017
Talk at 2017 Annual Meeting of the Association of Internet Researchers, Tartu, Estonia
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October 10, 2017
Guest lecture at UC-Berkeley Department of Statistics: Reproducible and Collaborative Data Science, Berkeley, California
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September 14, 2017
Talk at Berkeley Institute for Data Science, Berkeley, California
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August 31, 2017
Talk at 2017 Annual Meeting of the Society for the Social Studies of Science (4S), Boston, Massachusetts
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August 25, 2017
Talk at JupyterCon, New York, New York
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April 20, 2017
Panel at The 21st Annual BCLT/BTLJ Symposium, Berkeley, California
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September 02, 2016
Talk at Annual Meeting of the Society for the Social Study of Science (4S), Barcelona, Spain
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August 13, 2016
Talk at PyData SF, San Francisco, CA
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July 16, 2016
Talk at SciPy, Austin, Texas
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June 14, 2016
Talk at Communicating with Machines workshop, Fukuoka, Japan
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June 11, 2016
Panelist at Annual Meeting of the International Communication Association (ICA), Fukuoka, Japan
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June 09, 2016
Talk at Big Data: Critiques and Alternatives workshop, Fukuoka, Japan
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June 08, 2016
Talk at Algorithms, Automation, and Politics workshop, Fukuoka, Japan
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April 16, 2016
Talk at Theorizing the Web, Astoria, New York
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April 15, 2016
Talk at Theorizing the Web, Astoria, New York
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February 17, 2016
Talk at The Hacker Within, BIDS, Berkeley, CA
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January 16, 2016
Talk at Wikipedia 15th Anniversary Birthday Bash, San Francisco, CA
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November 12, 2015
Talk at Annual Meeting of the Society for the Social Study of Science (4S), Denver, CO
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November 06, 2015
Panelist at Crowdsourcing and the Academy Symposium, Berkeley, CA
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October 23, 2015
Talk at Annual Meeting of the Association of Internet Researchers (AoIR), Phoenix, AZ
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May 25, 2015
Talk at Annual Meeting of the International Communication Association (ICA), San Juan, Puerto Rico
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April 09, 2015
Guest lecture at Social Aspects of Information Systems course, Berkeley, CA
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April 07, 2015
Guest lecture at Social Aspects of Information Systems course, Berkeley, CA
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March 24, 2015
Workshop presentation at ISchools Conference, Newport Beach, CA
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March 15, 2015
Workshop presentation at CSCW Workshop on Feminism and Feminist Approaches in Social Computing, Vancouver, BC
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March 15, 2015
Workshop presentation at CSCW Workshop on Ethics for Studying Sociotechnical Systems in a Big Data World, Vancouver, BC
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December 09, 2014
Talk at Berkman Center for Internet and Society, Cambridge, MA
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November 02, 2014
Talk at Human Computation Conference (HCOMP), Citizen-X Workshop, Pittsburgh, PA
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October 21, 2014
Talk at Annual Meeting of the Association of Internet Researchers (AoIR), Daegu, South Korea
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August 23, 2014
Talk at Annual Meeting of the Society for the Social Study of Science (4S), Buenos Aires, Argentina
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May 24, 2014
Panelist at Annual Meeting of the International Communication Association (ICA), Seattle, WA
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May 23, 2014
Panelist at Annual Meeting of the International Communication Association (ICA), Seattle, WA
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May 16, 2014
Talk at The Contours of Algorithmic Life, Davis, CA
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April 25, 2014
Talk at Theorizing the Web, Brooklyn, New York
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April 10, 2014
Guest lecture at History of Information, Berkeley, CA
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April 04, 2014
Panelist at Robots and New Media, Berkeley, CA
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November 25, 2013
Talk at Bangkok Scientifique, Bangkok, Thailand
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October 23, 2013
Talk at Annual Meeting of the Association of Internet Researchers (AoIR), Denver, CO
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October 09, 2013
Talk at Annual Meeting of the Society for the Social Study of Science (4S), San Diego, CA
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August 03, 2013
Conference proceedings talk at International Symposium on Wikis and Open Collaboration (WikiSym 2012), Hong Kong
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March 01, 2013
Talk at Theorizing the Web, New York, NY
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February 26, 2013
Panelist at ACM Conference on Computer-Supported Cooperative Work (CSCW), San Antonio, TX
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February 23, 2013
Conference proceedings talk at Conference on Computer Supported Cooperative Work, San Antonio, TX
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February 07, 2013
Guest lecture at Social Aspects of Information Systems course, Berkeley, CA
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October 29, 2012
Panelist at International Symposium on Wikis and Open Collaboration (WikiSym 2012), Linz, Austria
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October 17, 2012
Talk at Annual Meeting of the Society for the Social Study of Science (4S), Copenhagen, Denmark
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October 12, 2012
Talk at Infosocial, Evanston, IL
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June 05, 2012
Conference proceedings talk at International Conference on Weblogs and Social Media (ICWSM), Dublin, Ireland
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May 07, 2012
Panelist at Conference on Human Factors in Computing (CHI), Austin, Texas
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May 02, 2012
Conference proceedings talk at Conference on Human Factors in Computing (CHI), Austin, Texas
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March 31, 2012
Talk at GCOE International Symposium on Informatics Education, Kyoto, Japan
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November 03, 2011
Talk at Annual Meeting of the Society for the Social Study of Science (4S), Cleveland, OH
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November 02, 2011
Talk at Annual Meeting of the Society for the Social Study of Science (4S), Cleveland, OH
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October 05, 2011
Conference proceedings talk at International Symposium on Wikis and Open Collaboration, Mountain View, CA
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March 04, 2011
Talk at Digital Media and Learning (DML), Long Beach, CA
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January 03, 2011
Conference proceedings talk at Hawaii International Conference on System Sciences, Lihue, Hawaii
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July 10, 2010
Panelist at Wikimania 2010, Gdansk, Poland
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March 26, 2010
Talk at Critical Point of View: Wikipedia and the Politics of Open Knowledge, Amsterdam, the Netherlands
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February 25, 2010
Conference proceedings talk at Conference on Computer Supported Cooperative Work, Savannah, Georgia
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January 10, 2010
Talk at Critical Point of View: Wikipedia and the Politics of Open Knowledge, Bangalore, India
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October 28, 2009
Talk at Annual Meeting of the Society for the Social Study of Science (4S), Arlington, Virginia
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October 27, 2009
Conference proceedings talk at International Symposium on Wikis and Open Collaboration, Orlando, Florida
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September 25, 2009
Talk at the Second Annual Media Sociology Forum, New York, NY
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July 26, 2009
Talk at First Annual Wikiconference NYC, New York, NY
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April 25, 2009
Talk at Media in Transition 6, Cambridge, MA
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March 28, 2009
Talk at Annual Conference on Science and Technology in Society, Washington, DC
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July 19, 2008
Talk at Annual Wikimedia Conference (Wikimania), Alexandria, Egypt
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March 01, 2008
Talk at Exploring New Media Worlds, College Station, TX
Teaching
Research Interests and Skills:
- Topical: collaboration, socialization, literacy, and governance in distributed, decentralized communities, specifically new/social media platforms and scientific research networks
- Disciplinary: social informatics, computer-supported cooperative work (CSCW), science and technology studies (STS), data science studies, critical algorithm studies, media and communication studies, organizational sociology, critical human-computer interaction (HCI)
- Theoretical: socio-technical systems, communities of practice, ethnomethodology, symbolic interactionism, distributed cognition, actor-network theory, phenomenology
- Methodological:
- Ethnography, including interviews, focus groups, and participant-observation
- Archival analysis, including individual and group-based qualitative coding
- Quantitative collection and analysis of log and trace data with Python, SQL, and R
- User interface evaluation, including experimental design, A/B testing, and analysis
- Inductive, mixed-methodological approaches to answer complex socio-technical questions and problems using all of the above methods, as appropriate and relevant