Information processing method, device and readable storage medium for generating knowledge graph
An information processing method and information processing device technology, applied in the field of anti-fraud, can solve the problems of increasing the complexity of anti-fraud, the amount of development, and low efficiency, and achieve the effect of increasing the speed of acquisition and generation
Active Publication Date: 2020-08-25
SHANGHAI DIANRONG INFORMATION TECH CO LTD
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Problems solved by technology
[0006] Although this approach is more intuitive, it is not efficient. It will take nearly 15 hours to upload 1 million points and edges.
Therefore, if loan data is to be updated daily, incremental updates need to be considered, which will increase the complexity and development of anti-fraud
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[0018] Various exemplary embodiments of the present disclosure are described in detail below with reference to the accompanying drawings. Although the following describes exemplary methods, apparatus including software and / or firmware executing on hardware, among other components, it should be noted that these examples are illustrative only and should not be viewed as limiting. For example, it is contemplated that any or all hardware, software, and firmware components may be implemented exclusively in hardware, exclusively in software, or in any combination of hardware and software. Therefore, although exemplary methods and apparatuses are described below, those skilled in the art will readily understand that the examples provided are not merely for implementing these methods and apparatuses.
[0019] Furthermore, the flowchart and block diagrams in the Figures illustrate the architecture, functionality, and operation of possible implementations of methods and systems accordin...
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The present disclosure provides an information processing method for generating a knowledge graph, the information processing method comprising: receiving data extracted from a relational database; analyzing the data in parallel to obtain entities and relationships; and batch uploading the the entities and the relationships. Wherein, uploading the entities and the relationships in batches further comprises grouping the entities according to the entities and the relationships, wherein each entity has an identifier corresponding thereto; and grouping the entities according to the grouping Do a bulk upload with said relationship. The information processing method for generating a knowledge map according to the present disclosure can effectively improve the acquisition speed of entities and relationships by analyzing the data in parallel to obtain entities and relationships, thereby providing necessary guarantees for subsequent generation of knowledge maps; Then, the generation speed of the knowledge graph can be further improved by uploading the entities and the relationships in batches.
Description
technical field [0001] The present disclosure relates to anti-fraud technology, and more specifically relates to an information processing method for generating a knowledge graph, an information processing device for generating a knowledge graph, and a corresponding tangible computer-readable storage medium for implementing the above method. Background technique [0002] Anti-fraud is a very important part of risk control. The difficulty of anti-fraud based on big data is how to integrate structured and unstructured data from different sources and build an anti-fraud engine to effectively identify fraud cases, such as identity fraud, group fraud, agency packaging, etc. . In addition, since many fraud cases involve complex relationship networks, this also brings new challenges to fraud review. [0003] The knowledge graph as a direct representation of the relationship can well solve the above problems. First of all, the knowledge graph provides a very convenient way to add...
Claims
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IPC IPC(8): G06F16/28G06F16/36G06Q20/40G06Q40/02
CPCG06F16/288G06F16/51G06Q20/4016G06Q40/03
Inventor 詹青
Owner SHANGHAI DIANRONG INFORMATION TECH CO LTD