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A Data Analysis Method

A data analysis and database technology, applied in the field of data analysis, can solve problems such as inappropriateness, and achieve the effect of efficient and objective data analysis, more accurate analysis results, and comprehensive analysis results

Active Publication Date: 2021-12-10
宏脉信息技术(广州)股份有限公司
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

At present, there are many algorithms for data analysis, but most of them are corresponding improvements in mature algorithms, which are not suitable for all scenarios

Method used

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  • A Data Analysis Method
  • A Data Analysis Method
  • A Data Analysis Method

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Embodiment Construction

[0044] At present, there are many studies on association rule algorithms, most of which are based on the Apriori algorithm, to improve or to propose new ideas. However, the threshold value needs to be determined in the algorithm. At this time, it is determined by the designer through his own experience. In order to improve the threshold value and avoid the candidate set formed by certain types of factors in the data analysis process, the threshold value is too high. Limits are filtered out, so that the analyzed association rules are more inclined to certain types of factors. A new data analysis method is proposed, which uses two associated thresholds for analysis.

[0045] Due to the characteristics of sparsity and distribution of data in the Internet at present, the frequency of occurrence of some data in the database does not meet the minimum support given by the analysis user, but in its frequency of occurrence, it has a very high ratio with a certain A certain amount of da...

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Abstract

The invention provides a data analysis method, which adopts two associated threshold values ​​for analysis, and adopts different data analysis algorithms under the conditions of different threshold values. Since the current data analysis method has a threshold value setting, and this threshold value is set by the user based on his own experience, using this threshold value for analysis may filter out some valuable small amounts of data, and through this The method of invention design can avoid filtering out a small amount of valuable data, achieve the comprehensiveness and objectivity of the analysis, and improve the accuracy of the analysis.

Description

technical field [0001] The present invention relates to the field of data processing and analysis, in particular to a data analysis method. Background technique [0002] The term big data is often used to describe and refer to the massive amount of information generated in the era of information explosion. The significance of studying big data lies in discovering and understanding information content and the connection between information and information. [0003] At present, most Internet companies will store user data information in the background, which becomes user big data information. By analyzing these data information, users' behaviors can be obtained, so that they can recommend web pages or product information that users are interested in, or adjust the pages of web pages. Satisfy users' preferences, or predict user behavior, and provide them with better services, so as to bring more users to the company and benefit the development of Internet companies. [0004] ...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06F16/2455G06Q30/02
CPCG06F16/24565G06Q30/0201
Inventor 潘碧涛曾刚
Owner 宏脉信息技术(广州)股份有限公司