TY - GEN
T1 - Mining 911 calls in New York city
T2 - 29th AAAI Conference on Artificial Intelligence, AAAI 2015
AU - Chohlas-Wood, Alex
AU - Merali, Aliya
AU - Reed, Warren
AU - Damoulas, Theodoros
N1 - Publisher Copyright:
© 2015, Association for the Advancement of Artificial Intelligence (www.aaai.org). All rights reserved.
PY - 2015
Y1 - 2015
N2 - The New York Police Department (NYPD) is tasked with responding to a wide range of incidents that are reported through the city's 911 emergency hotline. Currently, response resources are distributed within police precincts on the basis of high-level summary statistics and expert reasoning. In this paper, we describe our first steps towards a better understanding of 911 call activity: Temporal behavioral clustering, predictive models of call activity, and anomalous event detection. In practice, the proposed techniques provide decision makers granular information on resource allocation needs across precincts and are important components of an overall data-driven resource allocation policy.
AB - The New York Police Department (NYPD) is tasked with responding to a wide range of incidents that are reported through the city's 911 emergency hotline. Currently, response resources are distributed within police precincts on the basis of high-level summary statistics and expert reasoning. In this paper, we describe our first steps towards a better understanding of 911 call activity: Temporal behavioral clustering, predictive models of call activity, and anomalous event detection. In practice, the proposed techniques provide decision makers granular information on resource allocation needs across precincts and are important components of an overall data-driven resource allocation policy.
UR - http://www.scopus.com/inward/record.url?scp=84964690935&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84964690935&partnerID=8YFLogxK
M3 - Conference contribution
AN - SCOPUS:84964690935
T3 - AAAI Workshop - Technical Report
SP - 2
EP - 8
BT - Artificial Intelligence for Cities - Papers Presented at the 29th AAAI Conference on Artificial Intelligence, Technical Report
PB - AI Access Foundation
Y2 - 25 January 2015 through 30 January 2015
ER -