What are the limitations of traffic prediction systems?

What are the limitations of traffic prediction systems?

Traffic prediction systems can struggle with real-time data accuracy, unexpected events, and data quality issues.

Can you explain how unexpected events affect predictions?

Unexpected events like accidents or road closures can drastically alter traffic patterns, making predictions unreliable.

What role does data quality play in these systems?

Data quality is crucial; inaccurate or outdated data can lead to poor predictions and misinformed decisions.

Are there any advancements to overcome these limitations?

Yes, advancements like machine learning and real-time data integration are helping improve the accuracy of predictions.

How do weather conditions impact traffic predictions?

Weather conditions can significantly affect traffic flow, causing delays and requiring adjustments in prediction models.