Resident address analysis method and device, equipment and readable storage medium

Abstract

The invention discloses a resident address analysis method and device, equipment and a readable storage medium. The method comprises the following steps: after acquiring positioning data of a to-be-analyzed user, enabling an our terminal to perform clustering and inverse coding processing on the positioning data, and calling a federated learning module corresponding to the our terminal to verify the processed positioning data to generate address data; calling a resident address analysis model corresponding to the terminal to analyze the address data to obtain a plurality of addresses and scorevalues corresponding to the plurality of addresses, and determining the resident address of the user to be analyzed from the plurality of addresses according to the plurality of score values, whereina joint learning module and a resident address analysis model are generated by executing federated learning algorithm training based on the sample positioning data of the multi-party terminal. According to the invention, resident address analysis is carried out in combination with multi-party data on the premise that user data privacy is strictly protected, and the accuracy of the determined resident address is ensured.

Description

technical field [0001] The present invention relates to the technical field of financial technology (Fintech), in particular to a resident address analysis method, device, equipment and a readable storage medium. Background technique [0002] With the continuous development of financial technology (Fintech), especially Internet technology finance, more and more technologies (such as artificial intelligence, big data, cloud storage, etc.) Higher requirements, such as precise analysis of the user's resident address. [0003] Currently, the analysis of the user's resident address is usually achieved by collecting LBS (Location Based Services, location-based service) data generated when the user uses an APP (Application, application program), such as latitude and longitude coordinates. However, this collection method is limited by whether the user is authorized and whether the user frequently uses the APP. That is, the user authorization and the frequency of using the APP dete...

AI Technical Summary

Problems solved by technology

[0005] The main purpose of the present invention is to provide a resident address analysis method, device, equipment and readable storage medium, aiming to solve the problem of analyzing the longitude and latitude coordinates of the resident address due to the small amount of data in the prior art. Technical issue with inaccurate resident address

Images