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User behavior analysis system

A behavior analysis and user technology, applied in special data processing applications, structured data retrieval, instruments, etc., can solve the problems of difficult processing speed to achieve real-time response, complex development of user behavior analysis system, etc., to guide business growth, The effect of simple development process

Pending Publication Date: 2022-03-25
SHANGHAI GUAN AN INFORMATION TECH
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  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0004] The technical problem to be solved by the present invention is that in addition to being limited by the physical memory of a stand-alone machine and complicated to develop, the existing user behavior analysis system is also difficult to achieve real-time response in terms of processing speed

Method used

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Embodiment Construction

[0064] In order to make the purpose, technical solutions and advantages of the embodiments of the present invention clearer, the technical solutions in the embodiments of the present invention will be clearly and completely described below in conjunction with the embodiments of the present invention. Obviously, the described embodiments are part of the present invention Examples, not all examples. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without creative efforts fall within the protection scope of the present invention.

[0065] Such as figure 1 As shown, a user behavior analysis system analyzes user behavior based on native multi-parameter aggregation functions and higher-order functions in the ClickHouse distributed database, including user behavior session module, user retention analysis module, user behavior matching module and user funnel analysis module;

[0066] The user behavior session ...

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Abstract

The invention discloses a user behavior analysis system which comprises a user behavior session module, a user retention analysis module, a user behavior matching module and a user funnel analysis module. The user behavior session module is used for generating a user behavior session data table; the user retention analysis module is used for generating a user retention rate daily table; the user behavior matching module is used for generating a user behavior matching data table; the user funnel analysis module is used for matching event chains in sequence based on a given sliding window, calculating the step number of conversion in a window event and the conversion number of each stage, and generating a user funnel conversion analysis table; the method has the advantages that the problems that the prior art is limited by a stand-alone physical memory, development is complex, and real-time response is difficult to achieve are solved.

Description

technical field [0001] The present invention relates to the field of user behavior analysis, and more specifically relates to a user behavior analysis system. Background technique [0002] In recent years, with the rapid development of global Internet technology, the amount of user-based behavior log data has grown geometrically. The product form of the analysis software related to user behavior has undergone many changes in the underlying technology. The traditional database technology has long been overwhelmed, and the big data technology represented by the Hadoop ecology also has performance, stability and real-time response problems in use. question. At present, analytical software puts forward more and more stringent requirements on the real-time performance of the underlying OLAP technology. [0003] User behavior analysis is to analyze the behavior of users on the product and the data behind the behavior. By building user behavior models and user portraits, it can c...

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F16/23G06F16/2458G06F16/28
CPCG06F16/2322G06F16/2471G06F16/283
Inventor 郝明邹武魏国富
Owner SHANGHAI GUAN AN INFORMATION TECH