2021 Data Challenge: Naval Information Warfare Center Pacific Innovation and Results

Abstract

The 2021 Department of Navy Data Challenge asked teams from across the Department of Navy to find insights from Federal government contracts opportunities data. As part of the process, Naval Information Warfare Center (NIWC) Pacific designed a novel machine learning pipeline that incorporates methods from Natural Language Processing and Topological Data Analysis for insight extraction. Additionally, NIWC Pacific developed a vulnerability assessment metric using information extracted from contracts award data. The results from the challenge are displayed through a prototype dashboard.

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Document Details

Document Type
Technical Report
Publication Date
Feb 01, 2022
Accession Number
AD1161556

Entities

People

  • Benjamin Michlin
  • Dean Lee
  • Jazlynn Wied
  • Jeffrey Bennett
  • Josh Duclos
  • Vincent Siu

Organizations

  • Naval Information Warfare Center Pacific

Tags

Communities of Interest

  • Autonomy

DTIC Thesaurus Topics

  • Abstracts
  • Contracts
  • Data Analysis
  • Department Of Defense
  • Executives
  • Governments
  • Information Operations
  • Information Warfare
  • Language
  • Machine Learning
  • National Governments
  • Natural Language Processing
  • Natural Languages
  • Technical Information Centers
  • United States
  • United States Government
  • Warfare

Readers

  • Database Systems and Applications
  • Defense Acquisition Program Management
  • Maritime Combat Support and Expeditionary Logistics.

Technology Areas

  • AI & ML
  • AI & ML - DoD AI Strategy