Systems and methods for location recommendation

US11003677B2 · kind B2 · utility

Assignee

• BEIJING DIDI INFINITY TECHNOLOGY AND DEVELOPMENT CO., LTD. · CN

Inventors

• Po Hu · Norwalk, US
• Ximin Wang · Beijing, CN
• Yonggang Xue · Beijing, CN

Key dates

• Filing date: Oct 30, 2020
• Grant date: May 11, 2021
• Expiry date: Oct 30, 2040

Classification

• Technology area (CPC G): Physics
• CPC primary: G06Q50/14
• WIPO field: IT methods for management
• WIPO sector: Electrical engineering

Abstract

The present disclosure relates to systems and methods for recommending locations. The systems may receive data related to a plurality of historical service requests, generate a plurality of feature matrices based on each of a plurality of candidate points of interest (POIs) associated with the plurality of historical service requests, generate a set of sample POIs from the plurality of candidate POIs based on the plurality of feature matrices, train a preliminary POI recommendation model using the set of sample POIs with associated feature matrixes; and determine at least one target POI based on a trained POI recommendation model.