Posts tagged: data-driven

A "data-driven" approach to improving map-matching: Part IV — Map-Matching and the Built Environment

The final part of a series on how Mapzen validates, fine tunes, and deploys our map-matching, in support of the Open Traffic platform and other applications.

A "data-driven" approach to improving map-matching, Part III -- Post-processing for Quality

In part three of how Mapzen validates, fine tunes, and deploys our map-matching, we'll describe how we ensure that only the best-quality matches make their way into the Open Traffic datastore.

A "data-driven" approach to improving map-matching, Part II

In part two of how Mapzen validates, fine tunes, and deploys our map-matching, we'll dive a bit deeper into the internals of the algorithm itself to see how we can use our validation metrics to fine-tune the map-matching parameters.

A "data-driven" approach to improving map-matching, Part I

We wanted to take some time to explain exactly how map matching works, and how we use it. This will be the first in a series of three blog posts on how Mapzen validates, fine tunes, and deploys our map-matching services to meet the needs of our users.