Developing AI-Driven Safe Navigation Tool
| dc.contributor.author | Das, Subasish | en |
| dc.contributor.author | Sohrabi, Soheil | en |
| dc.contributor.author | Tsapakis, Ioannis | en |
| dc.contributor.author | Ye, Xinyue | en |
| dc.contributor.author | Weng, Yanmo | en |
| dc.contributor.author | Li, Shoujia | en |
| dc.contributor.author | Torbic, Darren | en |
| dc.date.accessioned | 2024-01-31T15:20:16Z | en |
| dc.date.available | 2024-01-31T15:20:16Z | en |
| dc.date.issued | 2023-09 | en |
| dc.description.abstract | Popular navigation applications such as Google Maps and Apple Maps provide distance-based or travel timebased alternative routes with no real-time risk scoring. There is a need for a real-time navigation system that can provide the data-driven decision on the safest path or route. By leveraging data from a diverse range of historical and real-time sources, this study successfully developed a user interface for a navigation tool or application that offers informed and data-driven decisions regarding the safest navigation options. The interface considers multiple scoring factors, including safety, distance, travel time, and an overall scoring metric. This study made a distinctive and valuable contribution by designing and implementing a robust safe navigation tool driven by artificial intelligence. Unlike existing navigation tools that offer multiple uninformed route options, this tool provides users with an informed decision on the safest route. By leveraging advanced AI algorithms and integrating various data sources, this navigation tool enhances the accuracy and reliability of route selection, thereby improving overall road safety and ensuring users can make informed decisions for their journeys. | en |
| dc.format.mimetype | application/pdf | en |
| dc.identifier.uri | https://hdl.handle.net/10919/117746 | en |
| dc.language.iso | en_US | en |
| dc.publisher | Safe-D University Transportation Center | en |
| dc.relation.ispartofseries | Safe-D; 06-002 | en |
| dc.rights | CC0 1.0 Universal | en |
| dc.rights.uri | http://creativecommons.org/publicdomain/zero/1.0/ | en |
| dc.subject | artificial intelligence | en |
| dc.subject | navigation | en |
| dc.title | Developing AI-Driven Safe Navigation Tool | en |
| dc.title.alternative | Developing Artificial Intelligence-Driven Safe Navigation Tool | en |
| dc.type | Report | en |
| dc.type.dcmitype | Text | en |