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07/05/2021
"Garbage In, Garbage Out" Revisited: What Do Machine Learning Application Papers Report About Human-Labeled Training Data?
Supervised machine learning, in which models are automatically derived f...
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12/17/2019
Garbage In, Garbage Out? Do Machine Learning Application Papers in Social Computing Report Where Human-Labeled Training Data Comes From?
Many machine learning projects for new application areas involve teams o...
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09/11/2019
ORES: Lowering Barriers with Participatory Machine Learning in Wikipedia
Algorithmic systems -- from rule-based bots to machine learning classifi...
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08/28/2019
The Rise and Fall of the Note: Changing Paper Lengths in ACM CSCW, 2000-2018
In this note, I quantitatively examine various trends in the lengths of ...
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06/06/2019
Black-boxing the user: internet protocol over xylophone players (IPoXP)
We introduce IP over Xylophone Players (IPoXP), a novel Internet protoco...
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10/22/2018
The Lives of Bots
Automated software agents --- or bots --- have long been an important pa...
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10/16/2018
Operationalizing Conflict and Cooperation between Automated Software Agents in Wikipedia: A Replication and Expansion of 'Even Good Bots Fight'
This paper replicates, extends, and refutes conclusions made in a study ...
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05/31/2018
The Types, Roles, and Practices of Documentation in Data Analytics Open Source Software Libraries: A Collaborative Ethnography of Documentation Work
Computational research and data analytics increasingly relies on complex...
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09/26/2017