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Data analyzing and processing method and system

A technology of data analysis, processing, and segmentation processing, which is applied in data processing applications, market forecasting, business, etc., and can solve the problems of data capture or analysis difficulty, failure to combine user access behaviors of the entire network, and large data volumes.

Inactive Publication Date: 2016-12-07
武汉合创源科技有限公司
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

At present, the data analysis of e-commerce is limited to the internal analysis of the major e-commerce websites, and the analysis of their own data itself. In the existing technology, it is impossible to do horizontal mining of all e-commerce data on the entire network, let alone combined with the access of users on the entire network. behavior, conduct relevant analysis
For the capture of e-commerce data on the entire network, a huge amount of data is involved, and it is necessary to parse the unstructured data of different e-commerce websites into structured data. No matter in terms of the amount of data itself, data capture or analysis, there are huge challenges. difficulty

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  • Data analyzing and processing method and system
  • Data analyzing and processing method and system

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Experimental program
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Embodiment 1

[0017] Embodiment 1. A data analysis and processing method. Combine below figure 1 The method provided in this embodiment will be described in detail.

[0018] see figure 1 , S101. Obtain data to be analyzed and processed, and perform sampling processing on the data to be analyzed and processed to obtain sampled data.

[0019] Specifically, the data to be analyzed and processed is obtained, and the data to be analyzed and processed is sampled, and the data to be analyzed and processed in the distributed heterogeneous data sources are extracted to the temporary middle layer and then cleaned, converted, integrated and loaded to obtain sample data. Wherein, the data to be analyzed and processed specifically includes user behavior data and public data of the electronic website; the user behavior data includes at least user browsing history data and product purchase behavior data; the public data of the electronic website includes at least product review data , product rank dat...

Embodiment 2

[0025] Embodiment 2. A data analysis and processing system. Combine below figure 2 The system provided in this embodiment will be described in detail.

[0026] figure 2 Among them, the system provided in this embodiment includes a sampling processing unit 201 , a segmentation processing unit 202 , a merging processing unit 203 and a model building unit 204 .

[0027] The sampling processing unit 201 is configured to acquire data to be analyzed and processed, and perform sampling processing on the data to be analyzed and processed to obtain sampled data.

[0028] Specifically, the sampling processing unit 201 acquires the data to be analyzed and processed, and performs sampling processing on the data to be analyzed and processed, and extracts the data to be analyzed and processed from the distributed heterogeneous data sources to the temporary intermediate layer for cleaning and conversion , integration and loading to get sampled data. Wherein, the data to be analyzed and...

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Abstract

The invention discloses a data analyzing and processing method and system. The data analyzing and processing method comprises the following steps: data to be analyzed and processed is obtained and is subjected to sampling operation, and therefore sample data is obtained; the sample data is subjected to segmentation parallel processing operation, segmentation processing results are obtained and then subjected to merging processing operation, and a product data analysis result is obtained after the merging processing operation. Via the method provided in the invention, user behavior data and disclosed product data of a website can be obtained; the data to be analyzed is subjected to high-efficiency parallel processing operation according to a set mathematic model, valuable product information and knowledge can be dug out, and highly accurate product sales data analysis results of electronic commerce platforms can be obtained.

Description

technical field [0001] The invention relates to the technical field of e-commerce, in particular to a data analysis and processing method and system. Background technique [0002] At present, e-commerce websites push big data products to online buyers, and push corresponding products and promotional information by analyzing user click behavior, purchase behavior, product correlation, preference and usage time. At present, the data analysis of e-commerce is limited to the internal analysis of the major e-commerce websites, and the analysis of their own data itself. In the existing technology, it is impossible to do horizontal mining of all e-commerce data on the entire network, let alone combined with the access of users on the entire network. Behavior analysis. For the capture of e-commerce data on the entire network, a huge amount of data is involved, and it is necessary to parse the unstructured data of different e-commerce websites into structured data. No matter in term...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06Q30/02G06Q30/06
CPCG06Q30/0203G06Q30/0601
Inventor 李德华
Owner 武汉合创源科技有限公司