ORES: Lowering Barriers with Participatory Machine Learning in Wikipedia

11 Sep 2019Aaron HalfakerR. Stuart Geiger

Algorithmic systems -- from rule-based bots to machine learning classifiers -- have a long history of supporting the essential work of content moderation and other curation work in peer production projects. From counter-vandalism to task routing, basic machine prediction has allowed open knowledge projects like Wikipedia to scale to the largest encyclopedia in the world, while maintaining quality and consistency... (read more)

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