User mining method, apparatus and device

A user and current user technology, applied in the Internet field, can solve problems such as inability to accurately mine users

Inactive Publication Date: 2017-11-24
绿湾网络科技有限公司
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0005] For this reason, the first purpose of the present invention is to propose a user mining method, which is used to solve the problem that the existing technology cannot accurately mine users and prepare to predict the possible behavior of users in the future

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  • User mining method, apparatus and device
  • User mining method, apparatus and device
  • User mining method, apparatus and device

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Embodiment Construction

[0033] Embodiments of the present invention are described in detail below, examples of which are shown in the drawings, wherein the same or similar reference numerals designate the same or similar elements or elements having the same or similar functions throughout. The embodiments described below by referring to the figures are exemplary and are intended to explain the present invention and should not be construed as limiting the present invention.

[0034] The following describes the user mining method, device and equipment of the embodiments of the present invention with reference to the accompanying drawings.

[0035] Specifically, the recommendation system in the prior art is not able to accurately mine users and prepare to predict possible future behaviors of users, which leads to problems such as a decrease in the conversion rate of merchants.

[0036] In order to solve the above problems, the present invention proposes a user mining method, which can accurately mine ta...

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Abstract

The invention provides a user mining method, apparatus and device. The method comprises the steps of processing historical behavior information of a user to obtain a frequent item set containing multiple groups of associated behaviors; processing behavior information in a preset time of the current user according to the frequent item set, calculating a support degree and a confidence degree corresponding to each group of the associated behaviors of the current user, and screening out at least one group of target associated behaviors meeting a condition according to a preset threshold; calculating first associated parameters and second associated parameters of the current user according to target behavior information related to the target associated behaviors and triggering parameters corresponding to the target behavior information; and processing the first associated parameters and the second associated parameters according to a preset algorithm to obtain a processing result, and determining whether the current user is a target user or not according to the processing result and a preset threshold. The target user can be accurately mined, and future possible behaviors of the user can be accurately predicted, so that commodities liked by the user are recommended, the search experience of the user is improved, and the conversion rate of a merchant is increased.

Description

technical field [0001] The invention relates to the technical field of the Internet, in particular to a user mining method, device and equipment thereof. Background technique [0002] With the development of the Internet, people are in an era of information explosion. Compared with the scarcity of information in the past, in the face of massive information data at this stage, the screening and filtering of information has become an important indicator to measure the quality of a system. [0003] In the related technology, based on the user's historical behavior, according to the user's rating of the product or the click on the product, the behavior of viewing the product attributes and the purchase behavior, the collaborative filtering algorithm is used to recommend the product to the user. However, the above-mentioned methods are not able to accurately mine users and prepare to predict possible future behaviors of users. Contents of the invention [0004] The object of ...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06Q30/02
CPCG06Q30/0201G06Q30/0202
Inventor 魏征丽秦锋剑
Owner 绿湾网络科技有限公司
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