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User internet surfing behavior-based data preprocessing method for artificial intelligence algorithm

A data preprocessing, artificial intelligence technology, applied in special data processing applications, network data retrieval, retrieval of Web data using information identifiers, etc., can solve problems such as no data preprocessing

Pending Publication Date: 2020-10-23
上海数鸣人工智能科技有限公司
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

For the massive data source of user online behavior data, there is currently no ready-made method for data preprocessing

Method used

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  • User internet surfing behavior-based data preprocessing method for artificial intelligence algorithm
  • User internet surfing behavior-based data preprocessing method for artificial intelligence algorithm

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Embodiment Construction

[0032] The specific embodiment of the present invention will be further described in detail below in conjunction with the accompanying drawings.

[0033] It should be noted that the data preprocessing of the present invention can solve data accuracy, applicability, and consistency. It performs data preprocessing from a large amount of user online behavior data, so that the batch of data can be used for the calculation of artificial intelligence algorithms. , to ensure that the data quality can meet the calculation tasks of artificial intelligence algorithms.

[0034] see figure 1 , figure 1 Shown is a schematic flow chart of the data preprocessing method for artificial intelligence algorithms based on user online behavior in the present invention. Such as figure 1 As shown, the method includes the following steps:

[0035] Step S1: Obtain the original information of the user; wherein, the original information includes user basic information and online behavior data informa...

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Abstract

The invention discloses a user internet surfing behavior-based data preprocessing method for an artificial intelligence algorithm. The method comprises the steps of: obtaining original information ofa user; processing user basic information; processing internet surfing behavior data information; and combining the data information of a visit access record table according to the user dimension to form a user data table in a predetermined internet surfing time period. Therefore, discontinuous, scattered and irregular data of internet surfing of the user can be processed to form a data format capable of being used for subsequent operation, so that artificial intelligence analysis by adopting the internet surfing behavior data of the user becomes possible.

Description

technical field [0001] The present invention relates to the technical field of artificial intelligence, and more specifically, to a data preprocessing method for artificial intelligence algorithms based on user online behavior. Background technique [0002] With the rise and wide application of artificial intelligence algorithms, more and more Internet companies have begun to attach importance to combining their business with technologies such as big data and artificial intelligence. The application and research and development of technologies such as big data and artificial intelligence have gradually become an important link in the operation and management of today's Internet companies. [0003] Intelligent optimization forecasting is based on artificial intelligence and forecasting science, analyzes and processes data, and uses artificial intelligence to select appropriate models and parameters to solve practical problems. The most laborious thing in the data analysis pr...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F16/958G06F16/955G06K9/62H04L12/24H04L12/26
CPCG06F16/958G06F16/9566H04L43/12H04L41/14H04L41/142G06F18/22G06F18/24
Inventor 项亮裴智晖
Owner 上海数鸣人工智能科技有限公司