Computers may better predict taxi and ride sharing service demand, paving the way toward smarter, safer and more sustainable cities.
Better predictions could lessen the time taxis idle waiting for rides, making cities cleaner.
Accidents more occur in congested area, better ride prediction technology could also improve safety.
This Technology can be done through computer application.This is fully based on demand.
1.Computational systems modeled on the human brain-Analyzed patterns of taxi demand.
2.Long Short Term Memory network-Handle sequential modeling.
With the historical data, which includes the time and location of the request, the computer can then predict how the demand will change over time. When visualized on the map, the researchers could see that evolving demand.