A bidirectional matching recommendation method and a device

A technology of two-way matching and recommendation method, applied in the field of information query matching, can solve the problem of not considering whether the recommended user likes the user, etc., and achieve the effect of increasing the interaction rate, reducing the recommendation, and increasing the exposure rate

Inactive Publication Date: 2019-02-12
深圳市珍爱网信息技术有限公司
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AI Technical Summary

Problems solved by technology

[0008] The technical problem to be solved by the present invention is to provide a two-way matching recommendation method and device for the above-mentioned prior art that only considers whether the user likes the one-way user, but does not consider whether the recommended user likes the user

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  • A bidirectional matching recommendation method and a device
  • A bidirectional matching recommendation method and a device

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Embodiment Construction

[0059]In order to make the object, technical solution and advantages of the present invention clearer, the present invention will be further described in detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described here are only used to explain the present invention, not to limit the present invention.

[0060] The present invention provides a two-way matching recommendation method and device, the purpose of which is to incorporate the user's two-way mate selection into the marriage recommendation algorithm, and learn two-way user preferences through a machine learning method. The key point of the technology is the protection point, which is to introduce two-way mate selection matching in marriage recommendation, and obtain two-way user preferences through machine learning methods. The algorithm not only considers the matching of the user's mate selection conditions, but also considers whether the u...

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Abstract

The invention discloses a bidirectional matching recommendation method and a device thereof. The method comprises the following steps: receiving a recommendation request of a requesting user and obtaining first user information of the requesting user from a user characteristic database; Determining one or more recommended users from a recommendation base according to the first user information, and respectively obtaining second user information of the one or more recommended users; Calculating a bidirectional matching score according to the first user information and the second user information; Determining a list of one or more of the recommended users recommended to the user based on the bidirectional matching score. The invention has the advantages that: According to the conditions of user spouse selection, the recommended users are selected from the recommendation database, and the user characteristics and spouse selection conditions are incorporated into the model, so as to obtainthe priority recommendation bi-directional matching model, improve the bi-directional spouse selection matching degree in the recommendation results, further improve the interaction rate between users, reduce the popular user recommendation, and increase the exposure rate of unpopular users.

Description

technical field [0001] The invention relates to the technical field of information query matching, in particular to a two-way matching recommendation method and device. Background technique [0002] With the rapid development of the Internet industry and the rise of online marriage and love industry services, marriage and love websites have gradually become a new channel for everyone to find a life partner. How to quickly find a person who meets the conditions of choosing a spouse and is interested in him from among millions of users is the main problem faced by every dating website user, and it is also a key consideration for every dating website. [0003] User recommendation is a method for dating websites to help users find and display the opposite sex who meet the user's mate selection criteria and who may be interested in the user. At present, the marriage recommendation algorithms of most dating websites mainly make one-way recommendations based on user attributes and...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06Q50/10H04L29/08
CPCG06Q50/10H04L67/55
Inventor 陈秋松
Owner 深圳市珍爱网信息技术有限公司
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