# The Bologna Ringway Dataset: Improving Road Network Conversion in SUMO and Validating Urban Mobility via Navigation Services

> Research article (IEEE Transactions on Vehicular Technology, 2015) · cited 77× · AI/ML

**Wikidata**: [openalex:W2157134571](https://www.wikidata.org/wiki/openalex:W2157134571)  
**Source**: https://4ort.xyz/entity/the-bologna-ringway-dataset-improving-road-network-conversion-in-sumo-and-validating-urban-mobility-via-navigation-servi