Predictive Crime Analytics: A Data-Driven Approach to Crime Pattern Recognition and Resource Allocation in Illinois (2001–2024)
Artificial Intelligence, Data Analytics, and Intelligent Systems: 45AI 2025
The capacity to gather and scrutinise extensive crime-related data has emerged as an essential resource for law enforcement authorities. This research analyzes geographical and temporal crime trends in Illinois from 2001 to 2024, utilizing geospatial analysis and time-series forecasting to pinpoint high-crime regions, seasonal variations,…