User behavior data processing method and device, electronic equipment and readable medium

A data processing and behavior technology, applied in other database retrieval, structured data retrieval, other database indexing and other directions, can solve problems such as graph data storage optimization, access delay, etc., to save development time and solve large data volume graph calculations. Effect

Pending Publication Date: 2020-04-21
JINGDONG TECH HLDG CO LTD
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Problems solved by technology

Since these external storage engines are not optimized for storage of graph dat

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  • User behavior data processing method and device, electronic equipment and readable medium
  • User behavior data processing method and device, electronic equipment and readable medium
  • User behavior data processing method and device, electronic equipment and readable medium

Examples

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[0035] Example embodiments will now be described more fully with reference to the accompanying drawings. However, the example embodiments can be implemented in various forms, and should not be construed as being limited to the embodiments set forth herein; on the contrary, these embodiments are provided so that this disclosure will be comprehensive and complete, and fully convey the concept of the example embodiments To those skilled in the art. In the figures, the same reference numerals denote the same or similar parts, and thus their repeated description will be omitted.

[0036] Furthermore, the described features, structures or characteristics may be combined in one or more embodiments in any suitable manner. In the following description, many specific details are provided to give a sufficient understanding of the embodiments of the present disclosure. However, those skilled in the art will realize that the technical solutions of the present disclosure can be practiced wit...

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Abstract

The invention relates to a user behavior data processing method and device, electronic equipment and a computer readable medium. The method comprises the following steps: extracting nodes and relationships between the nodes, namely side information, from user behavior data through configuration information; constructing a graph object through the extracted nodes and edges; performing graph division processing on the graph object to generate a plurality of sub-graphs; and analyzing the user behavior data based on the plurality of sub-graphs. According to the user behavior data processing methodand device, the electronic equipment and the computer readable medium, the relation network can be automatically generated, the development time of algorithm engineers is saved, and the problems of large data volume graph calculation and storage and the query problem of millisecond-level response are solved.

Description

technical field [0001] The present disclosure relates to the field of computer information processing, and in particular, to a user behavior data processing method, device, electronic equipment, and computer-readable medium. Background technique [0002] In the prior art, in the processing of big data, the user's behavior information is often analyzed by means of a relational network to identify fraudulent information or information of interest to other platforms. Existing relational networks mainly rely on graph databases for data processing, and use algorithms provided by graph databases for graph calculations. A graph is mainly composed of nodes (Nodes) and relationships (relationships) between nodes, that is, edges. There are two types of graph databases in the prior art: [0003] 1) Native graph storage, which stores graph data locally. This design optimizes the writing and query of node and edge data from every angle, ensuring that the associated nodes and edges are p...

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Application Information

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IPC IPC(8): G06F16/901G06F16/903G06F16/27
Inventor 周石磊
Owner JINGDONG TECH HLDG CO LTD
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