Interest point recommendation method and device and interest point recommendation model training method and device

A recommendation method and point-of-interest technology, applied in the fields of computer, artificial intelligence, big data, and deep learning, can solve problems such as poor user experience, achieve the effect of improving user experience and meeting individual needs

Pending Publication Date: 2021-04-06
BEIJING BAIDU NETCOM SCI & TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

When users search and discover surrounding results, the map usually returns fixed results sort

Method used

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  • Interest point recommendation method and device and interest point recommendation model training method and device
  • Interest point recommendation method and device and interest point recommendation model training method and device
  • Interest point recommendation method and device and interest point recommendation model training method and device

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Embodiment Construction

[0042] Exemplary embodiments of the present application are described below in conjunction with the accompanying drawings, which include various details of the embodiments of the present application to facilitate understanding, and they should be regarded as exemplary only. Accordingly, those of ordinary skill in the art will recognize that various changes and modifications of the embodiments described herein can be made without departing from the scope and spirit of the application. Also, descriptions of well-known functions and constructions are omitted in the following description for clarity and conciseness.

[0043] like figure 1 As shown, in one embodiment, the present application relates to a method for recommending a point of interest, which may include the following steps:

[0044] S101: Determine the historical points of interest visited by the current user according to the historical behavior of the current user;

[0045] S102: Determine multiple candidate interes...

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Abstract

The invention discloses an interest point recommendation method and device, an interest point recommendation model training method and device, equipment, a storage medium and a computer program product, and relates to the fields of big data, artificial intelligence, deep learning and the like. The specific implementation scheme includes: determining the mhistorical interest points accessed by a current user according to historical behaviors of the current user; determining a plurality of candidate interest points according to the historical interest points; sorting the plurality of candidate interest points by utilizing the label of each candidate interest point; recommending a plurality of candidate interest points according to the sequence; constructing interests of the current user by utilizing historical behaviors of the current user, and expanding the interests of the current user to obtain candidate interest points; and obtaining the recommendation sequence according to the labels of the candidate interest points, so that various requirements can achieved in the map application program in combination with the interest of the user, the personalized requirements of the user are met, and the use experience of the user is improved.

Description

technical field [0001] This application relates to the field of computer technology, especially big data, artificial intelligence, deep learning and other fields. Background technique [0002] Most of the user's usage habits for map applications are to complete the search by searching by themselves or by finding the surroundings and other entrances. When users search and discover surrounding results, the map usually returns fixed results sorted based on the popularity and quality of points of interest, and the user experience is poor. Contents of the invention [0003] The present application provides a point of interest recommendation method, a point of interest recommendation model training method, a device, a device, a storage medium, and a computer program product. [0004] According to one aspect of the present application, a method for recommending a point of interest is provided, and the method may include the following steps: [0005] Determine the historical poi...

Claims

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Application Information

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IPC IPC(8): G06F16/9535G06F16/9537
CPCG06F16/9535G06F16/9537Y02D10/00
Inventor 陈浩刘野
Owner BEIJING BAIDU NETCOM SCI & TECH CO LTD
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