74 citations · 105 across the 3 of their papers we have counts for
3 papers
Keeping Community in the Loop: Understanding Wikipedia Stakeholder Values for Machine Learning-Based Systems
C. Estelle Smith, Bowen Yu, Anjali Srivastava +3
On Wikipedia, sophisticated algorithmic tools are used to assess the quality of edits and take corrective actions. However, algorithms can fail to solve the problems they were desi…
PreCall: A Visual Interface for Threshold Optimization in ML Model Selection
Christoph Kinkeldey, Claudia Müller-Birn, Tom Gülenman +2
Machine learning systems are ubiquitous in various kinds of digital applications and have a huge impact on our everyday life. But a lack of explainability and interpretability of s…
Building automated vandalism detection tools for Wikidata
Amir Sarabadani, Aaron Halfaker, Dario Taraborelli
Wikidata, like Wikipedia, is a knowledge base that anyone can edit. This open collaboration model is powerful in that it reduces barriers to participation and allows a large number…