公开(公告)号：US11908317B2

公开(公告)日：2024-02-20

申请号：US17248142

申请日：2021-01-11

Applicant: University of Central Florida Research Foundation, Inc.

Inventor： Mohamed Abdel-Aty ,  Ou Zheng ,  Yina Wu ,  Jinghui Yuan

IPC: G08G1/01 ,  G06N3/049 ,  G08G1/081 ,  G06N7/01

CPC classification number: G08G1/0145 ,  G06N3/049 ,  G06N7/01 ,  G08G1/0133 ,  G08G1/081

Abstract: A real-time traffic safety visualization and management system using traffic data, social media data, weather data, and other similar data enable proactive decisions for reducing the number of traffic incidents or mitigating their severity. The system utilizes predictive algorithms in a hybrid framework to diagnose real-time traffic safety conditions. Meanwhile, Pro-active Traffic Management (PATM) Strategies are provided by the system for the predicted high-risk locations. Moreover, through the visualization and management system, various countermeasures are considered and tested for decision makers, such that one or more of the most effective countermeasures are recommended within a given area to improve traffic safety thereof.

公开(公告)号：US20210217307A1

公开(公告)日：2021-07-15

申请号：US17248142

申请日：2021-01-11

Applicant: University of Central Florida Research Foundation, Inc.

Inventor： Mohamed Abdel-Aty ,  Ou Zheng ,  Yina Wu ,  Jinghui Yuan

IPC: G08G1/01 ,  G08G1/081 ,  G06N3/04 ,  G06N7/00

Abstract: A real-time traffic safety visualization and management system using traffic data, social media data, weather data, and other similar data enable proactive decisions for reducing the number of traffic incidents or mitigating their severity. The system utilizes predictive algorithms in a hybrid framework to diagnose real-time traffic safety conditions. Meanwhile, Pro-active Traffic Management (PATM) Strategies are provided by the system for the predicted high-risk locations. Moreover, through the visualization and management system, various countermeasures are considered and tested for decision makers, such that one or more of the most effective countermeasures are recommended within a given area to improve traffic safety thereof.