Systems and methods for digital route planning

A system for recommending a route, comprising:

• a storage device including a set of instructions;
• at least one processor in communication with the storage device, wherein when executing the set of instructions, the at least one processor is configured to cause the system to:
• obtain a first start point and a first end point relating to a road network, wherein the first start point is acquired from a location device;
• obtain a second start point and a second end point relating to the road network;
• obtain, from a storage device, a plurality of historical routes, each of the plurality of historical routes including the second start point and the second end point;
• determine a plurality of links between the second start point and the second end point;
• determine primary weights of the plurality of links;
• determine one or more ordinary routes from the second start point to the second end point based, at least in part, on the primary weights of the plurality of links;
• adjust primary weights of links on the one or more ordinary routes;
• adjust primary weights of links on the historical routes;
• determine a route recommendation model based on the adjusted weights of the links on the one or more ordinary routes and the adjusted weights of the links on the historical routes;
• determine a recommended route from the first start point to the first end point based on the route recommendation model;
• and
• cause a user terminal to display an recommended route on the user interface.

A non-transitory computer readable medium storing instructions, the instructions, when executed by a computing device, causing the computing device to:

• obtain a first start point and a first end point relating to a road network, wherein the first start point is acquired from a location device;
• obtain a second start point and a second end point relating to the road network;
• obtain, from a storage device, a plurality of historical routes, each of the plurality of historical routes including the second start point and the second end point;
• determine a plurality of links between the second start point and the second end point;
• determine primary weights of the plurality of links;
• determine one or more ordinary routes from the second start point to the second end point based, at least in part, on the primary weights of the plurality of links;
• adjust primary weights of links on the one or more ordinary routes;
• adjust primary weights of links on the historical routes;
• determine a route recommendation model based on the adjusted weights of the links on the one or more ordinary routes and the adjusted weights of the links on the historical routes
• the route recommendation model being related to weights of a first plurality of links, the first plurality of links being between the first start point and the first end point;
• determine a recommended route from the first start point to the first end point based on the route recommendation model;
• and
• cause a user terminal to display the recommended route on an user interface.