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                            Funding & Awards
 NIJ Innovations in Measuring Community Perceptions Challenge Winner: The Eagles
Award Information
Awardee
              The Eagles
Award #
              2023-community-perceptions-0010

Status
              Closed
Funding First Awarded
              2023
Total funding (to date)
              $5,000
Original Solicitation
              Innovations in Measuring Community Perceptions Challenge
Description of original award (Fiscal Year 2023, $5,000)
This entry proposes to use data from Airbnb property listings and customer reviews, particularly those classified under the "location" subcategory, to assess and quantify levels of fear of crime within communities. Entrants propose the application of computational methods, with a primary reliance on Large Language Models (LLMs), to extract neighborhood-specific information from the Airbnb dataset. The proposed text analysis process includes text classification, sentiment analysis, and topic modeling. Both supervised and unsupervised LLM-based text mining techniques would be used. This proposal illustrates how an existing data set can be used to measure community fear of crime.The lone team member for this submission was Ruilin Chen.This entry was one of two first prize winners in the category 2, fear of crime, construct competition.

  
Date Created: December 13, 2023
    
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                      NIJ Innovations in Measuring Community Perceptions Challenge Winner: Micro-Community Policing Plans
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