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Data analysis method and device, storage medium and processor

A data analysis and data technology, applied in the field of data processing, can solve problems such as the limited scope of application of the analysis model and the lack of solutions.

Pending Publication Date: 2020-05-22
BEYONDSOFT CORP
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0005] Aiming at the limited scope of application of the analysis model based on the classic frequent pattern mining algorithm, no effective solution has been proposed so far.

Method used

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  • Data analysis method and device, storage medium and processor
  • Data analysis method and device, storage medium and processor
  • Data analysis method and device, storage medium and processor

Examples

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Embodiment Construction

[0027] In order to enable those skilled in the art to better understand the solutions of the present invention, the following will clearly and completely describe the technical solutions in the embodiments of the present invention in conjunction with the drawings in the embodiments of the present invention. Obviously, the described embodiments are only It is an embodiment of a part of the present invention, but not all embodiments. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts shall fall within the protection scope of the present invention.

[0028] It should be noted that the terms "first" and "second" in the description and claims of the present invention and the above drawings are used to distinguish similar objects, but not necessarily used to describe a specific sequence or sequence. It is to be understood that the data so used are interchangeable under appropriate ...

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PUM

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Abstract

The invention discloses a data analysis method and device, a storage medium and a processor. The method comprises the steps of acquiring a sequence data set of user services, wherein each sequence inthe sequence data set corresponds to use data of services used by one user, each sequence comprises at least one element, each element comprises at least one event, and the events are used for representing adding or losing of the user services; determining a target event in at least one event of the sequence data set, and determining a sequence comprising the target event as a target sequence; performing sequence pattern mining on the target sequence, and determining a correlation sequence of the target event and the correlation degree of the correlation sequence and the target event, whereinthe correlation sequence represents at least one event associated with the target event in the sequence including the target event. The technical problem that the application range of an analysis model based on a classic frequent pattern mining algorithm is limited is solved.

Description

technical field [0001] The present invention relates to the field of data processing, in particular to a data analysis method, device, storage medium and processor. Background technique [0002] With the development of information technology and the popularization of cloud services, cloud service providers provide increasingly diverse services, covering storage, computing, management, optimization, artificial intelligence and other aspects. The use of a large number of and diverse services by users implies certain potential behavior patterns or rules. These laws either reflect the common consumption habits of user groups, or reveal the inherent correlation between service products. Discovering and utilizing these laws can help product suppliers better position their products, discover potential user groups, establish early warnings of user loss, and better meet the needs of existing users. For example, assume that the following behavior pattern exists in the user group: &l...

Claims

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Application Information

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IPC IPC(8): G06F16/2458
CPCG06F16/2465G06F16/2474Y02D10/00
Inventor 文诗奇谭国苹李刚毅
Owner BEYONDSOFT CORP
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