OMB Individually Reported
FOIA Request Clustering Tool (Embedding based clustering alongside Term Frequency – Inverse Document Frequency (TF-IDF))
Low riskExact public inventory row
Description
Identifying FOIA requests that share lexical and/or semantic similarity.
Detailed example
Cluster Visualization to facilitate identifying similar requests.
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
Quickly identifying similar FOIA requests.
Controls / human review
ATO: No; PIA: Not published
Data needed
FOIA Requests