Data processing method and device, equipment and storage medium

A data processing and data technology, applied in the field of artificial intelligence, can solve problems such as difficulty in ensuring the validity of similarity calculation, complex data processing process, and poor accuracy of similarity, so as to reduce data processing time, simplify data processing process, and determine The effect of similarity is accurate

Pending Publication Date: 2021-01-15
TENCENT TECH (SHENZHEN) CO LTD
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  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] The addition of preprocessing in the above method leads to complex, time-consuming, and error-prone data processing procedures, and it is difficult to guarantee the effectiveness o

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  • Data processing method and device, equipment and storage medium
  • Data processing method and device, equipment and storage medium
  • Data processing method and device, equipment and storage medium

Examples

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[0065]In order to make the purpose, technical solutions, and advantages of the present application clearer, the following further describes the embodiments of the present application in detail with reference to the accompanying drawings.

[0066]In this application, the terms "first", "second" and other words are used to distinguish the same or similar items with basically the same function and function. It should be understood that the terms "first", "second", and "nth" There are no logical or timing dependencies between the two, and no restrictions on the number and execution order. It should also be understood that although the following description uses the terms first, second, etc. to describe various elements, these elements should not be limited by the terms. These terms are only used to distinguish one element from another. For example, without departing from the scope of various examples, the first image can be referred to as the second image, and similarly, the second image c...

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Abstract

The invention discloses a data processing method and device, equipment and a storage medium, and belongs to the technical field of artificial intelligence. In the embodiment of the invention, a mode of obtaining the similarity between the users based on the user portrait data distribution is provided, the target random forest is used for representing the distribution of the user portrait data, andthen similarity analysis is performed on the user portrait data of the two users needing to be compared in a classification mode according to the target random forest. The similarity acquisition is based on user portrait data distribution, so that a preprocessing process is not needed, the data processing flow is simplified, the data processing time can be greatly reduced, and the data processingefficiency is improved. Analysis is made based on the original user portrait data, so that the real situation of the user is reflected, and the similarity is more accurate. The similarity is determined based on the length of the common path between the paths, more data types are considered, the granularity of data processing is finer, and therefore the determined similarity is more accurate.

Description

Technical field[0001]This application relates to the field of artificial intelligence technology, in particular to a data processing method, device, equipment, and storage medium.Background technique[0002]User portraits are also called user roles. As an effective tool for delineating users, contacting user demands and design directions, user portraits have been widely used in various fields. User portrait analysis attempts to use user portrait data to characterize the similarities between users, so as to achieve the business needs of user classification or clustering. Generally, user profile data includes a variety of different data, and different data sources are different, so the nature of these data is different.[0003]At present, data processing methods usually use distance acquisition to analyze the similarity between users. Taking into account the different nature of various data, it is necessary to integrate a variety of preprocessing methods to preprocess user profile data, s...

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Application Information

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IPC IPC(8): G06Q30/02G06N3/00
CPCG06Q30/0201G06N3/006
Inventor 何远舵
Owner TENCENT TECH (SHENZHEN) CO LTD
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