Democratizing Data
Description
Identifies which researchers are using National Agriculture Statistics Service (NASS) data, for what purpose, and when they used it.
Detailed example
Outputs a piece of text from a research article where the model has predicted National Agricultural Statistic Service (NASS) or Economic Research Service (ERS) data product usage. Output texts were human validated prior to loading results to a dashboard.
AI / analytics pattern
Natural Language Processing: AI that processes, interprets, and shares information in human language.
Automation level / stage
c) Deployed – The use case is being actively authorized or utilized to support the functions or mission of an agency.
Expected benefit
Provides program evaluation, budget justification, and customer service.
Controls / human review
ATO: No; PIA: Not published
Data needed
The data was initially a corpus of peer reviewed research articles curated by a provate company; but has transitioned to a more open source publically available dataset.