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Data processing method and device, equipment and storage medium

A technology of data processing and rationality, applied in special data processing applications, unstructured text data retrieval, semantic tool creation, etc., can solve the problems of difficult entity representation information and poor accuracy of entity representation information

Pending Publication Date: 2021-01-01
PEKING UNIV +1
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  • Summary
  • Abstract
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  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

The above method adopts the black box structure to obtain the entity representation information of the entity, which is difficult to understand, and the entity representation information is determined simply through mapping and the relationship between entities, and the accuracy of the entity representation information is relatively poor

Method used

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  • Data processing method and device, equipment and storage medium
  • Data processing method and device, equipment and storage medium
  • Data processing method and device, equipment and storage medium

Examples

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Embodiment Construction

[0074] In order to make the purpose, technical solutions and advantages of the application clearer, the following will further describe the implementation of the application in detail in conjunction with the accompanying drawings.

[0075] In this application, the terms "first" and "second" are used to distinguish the same or similar items with basically the same function and function. It should be understood that "first", "second" and "nth" There are no logical or timing dependencies, nor are there restrictions on quantity or order of execution. It should also be understood that although the following description uses the terms first, second, etc. to describe various elements, these elements should not be limited by the terms. These terms are only used to distinguish one element from another. For example, a first image could be termed a second image, and, similarly, a second image could be termed a first image, without departing from the scope of the various described exampl...

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Abstract

The invention discloses a data processing method and device, equipment and a storage medium, and belongs to the technical field of artificial intelligence. In the data processing method of the invention, the correlation of different relationships between entities with different attribute information is considered, for instance, the relationship between the entities can be established on the basisof certain attribute information, or when certain attribute information is different, the relationships between the entities can be different, and when certain attribute information is the same, the relationships between the entities are the same. In this way, by means of a decoupling mode, the correlation of the relationship information with each kind of attribute information is analyzed, the relationships between the entities can be mined more deeply, the determined entity representation information can better reflect the relationships between the entities, and the accuracy is effectively improved.

Description

technical field [0001] The present application relates to the technical field of artificial intelligence, and in particular to a data processing method, device, equipment and storage medium. Background technique [0002] With the development of computer science and the rise of the field of artificial intelligence, the application of knowledge graphs has become more and more extensive. Knowledge graphs are used to describe the attributes of entities and the relationships between entities. It is necessary to process the entity information in the knowledge map to determine the entity representation information of each entity, and then complete the knowledge map, or perform other processing on the entity based on the entity representation information. [0003] At present, the data processing method usually maps the attribute information of the first entity and the second entity of the entity information in the knowledge graph to obtain the corresponding entity representation in...

Claims

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Application Information

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IPC IPC(8): G06F16/36
CPCG06F16/36G06F16/367
Inventor 寇晓宇林衍凯李鹏周杰张岩
Owner PEKING UNIV
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