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Sorting method and device, server and storage medium

A sorting method and business technology, applied in the direction of instruments, special data processing applications, electronic digital data processing, etc., to achieve accurate sorting results, increase the willingness to click to buy, and improve the effect of sorting performance

Active Publication Date: 2019-04-02
RAJAX NETWORK &TECHNOLOGY (SHANGHAI) CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

Therefore, there is a certain hysteresis in the existing sorting methods

Method used

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  • Sorting method and device, server and storage medium
  • Sorting method and device, server and storage medium
  • Sorting method and device, server and storage medium

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Embodiment Construction

[0038] In order to make the purpose, technical solutions and advantages of the embodiments of the present invention more clear, various implementation modes of the present invention will be described in detail below in conjunction with the accompanying drawings. However, those of ordinary skill in the art can understand that in each implementation manner of the present invention, many technical details are proposed in order to enable readers to better understand the present invention. However, even without these technical details and various changes and modifications based on the following implementation modes, the technical solution claimed in the present invention can also be realized.

[0039] The first embodiment of the present invention relates to a sorting method, which can be applied to the server side. The method includes: generating real-time training samples, updating model parameters of an order model and a click model according to the real-time training samples, an...

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Abstract

The embodiment of the invention relates to the technical field of information recommendation, and discloses a sorting method and device, a server and a storage medium. The method comprises the steps of generating a real-time training sample; updating model parameters of the order placing model and the click model according to the real-time training sample; acquiring a real-time data stream; and according to the real-time data flow, predicting based on the updated ordering model and the click model to obtain a sorting result. According to the invention, the sorting model is updated based on thereal-time training sample and the sorting result is obtained, so that the sorting result can reflect the interest change of the user or the group in real time, the user click purchase intention is obviously improved, and the sorting performance is improved.

Description

technical field [0001] The invention relates to the technical field of information recommendation, in particular to a sorting method and device, a server and a storage medium. Background technique [0002] When the user's intention is clear, we usually use search engines to solve the problem of information overload in the Internet age, but when the user's intention is unclear or difficult to express in clear semantics, search engines are powerless. At this time, it becomes a better choice to understand user intentions by analyzing user behavior and push personalized results for them. In the existing takeaway scene, the background server has a special sorting model that can perform intelligent recommendation sorting based on the merchants and meals purchased by the user, so that the merchant list on the front-end software interface can be based on the merchants and meals purchased by the user. updated for different. [0003] The inventor finds that there are at least the fo...

Claims

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Application Information

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IPC IPC(8): G06F16/9535
Inventor 徐辉
Owner RAJAX NETWORK &TECHNOLOGY (SHANGHAI) CO LTD