Abstract
This article describes how data science techniquesâmachine learning and natural language processingâcan be used to open the black box of government data. It then describes how an incentive structure can be establishedâusing humanâcomputer interaction techniques âto create a new and sustainable data ecosystem. The particular focus is on the United States and on scientific researchers, who are major users of government data. However, the approach can be deployed to other use cases, such as data mentions in newspapers and government reports, and many other countries
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