Google Maps uses AI, crowdsourced reports, and historical data to get from point “A” to “B” in the fastest time
Google Maps adjusts for changes in traffic patterns during an epidemic
To predict what will happen in the future, Google Maps analyzes traffic patterns on specific roads. For example, one pattern suggests that vehicles in the 280 freeway in Northern California typically arrive at 65mph between 6–7pm, but only at 15–20mph during the late afternoon. Google combines data from historical traffic patterns with data from live traffic conditions. Using machine learning on both sets of data, Google estimates the estimated time of arrival.
Google says that on 97% of visits using the Maps app, its predictions have been accurate. By partnering with DeepBind AI Research Lab of parent company Alphabet, Google Graph can reduce the number of incorrect ETAs through the use of neural networks. Available in places such as Berlin, Jakarta, Sao Paulo, Sydney, Tokyo and Washington DC, the technology allows Maps to predict if you will be caught in a recession that hasn’t even started yet.
Various factors are looked at including the amount of traffic on the way to help the app choose the route you should take; Low traffic is preferred. The quality of the road is also important; The road is paved or it is a gravel-covered road on which it is difficult to drive a vehicle. Other drivers may report things such as weather (snowstorms, torrential rain, etc.), accidents, construction, and police activity that can slow things down.
Have you ever used Google Maps to get directions to places you’ve been to many times before, but notice that the app is taking you a different way? This is because normally Google will find a new route when it is delayed. Google describes what happens: “Say you’re headed across town to a doctor’s appointment, usually down the street you get down. When you get out of the house, Traffic is flowing freely, with zero signs of any disruption along the way. With live traffic conditions as well as Google Maps traffic predictions, we let you know if you continue your current route, a There’s a good chance you’ll get stuck in about 30 minutes of unexpected gridlock traffic on your ride – which would mean your missing appointment. As a result, Google Maps allows you to use your knowledge of road conditions and events around you Automatically re-operates while doing – helps you avoid jams altogether and get your appointment on time. “