# Research on Multi-Port Ship Traffic Prediction Method Based on Spatiotemporal Graph Neural Networks

> Research article (Journal of Marine Science and Engineering, 2023) · cited 24× · AI/ML

**Wikidata**: [openalex:W4383553990](https://www.wikidata.org/wiki/openalex:W4383553990)  
**Source**: https://4ort.xyz/entity/research-on-multi-port-ship-traffic-prediction-method-based-on-spatiotemporal-graph-neural-networks