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Construction method and system for automobile field knowledge graph

A technology of domain knowledge and automobiles, applied in the direction of semantic tool creation, unstructured text data retrieval, network data indexing, etc., can solve problems such as inability to extract better knowledge triplets, achieve data visualization and improve user experience Effect

Inactive Publication Date: 2019-09-17
JILIN UNIV
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  • Application Information

AI Technical Summary

Problems solved by technology

Although this method can achieve better results in some fields, it is more dependent on knowledge triplet templates. They cannot extract better knowledge triplets for common texts, and the knowledge graph constructed also has certain limitations.
[0004] At present, there is no team in China to go deep into the knowledge map of the automotive field, but the knowledge map of the automotive field is very meaningful, whether it is for sellers, buyers, or netizens who want to check car-related information and comments.

Method used

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  • Construction method and system for automobile field knowledge graph
  • Construction method and system for automobile field knowledge graph
  • Construction method and system for automobile field knowledge graph

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Embodiment Construction

[0068] Exemplary embodiments of the present disclosure will be described in more detail below with reference to the accompanying drawings. Although exemplary embodiments of the present disclosure are shown in the drawings, it should be understood that the present disclosure may be embodied in various forms and should not be limited by the embodiments set forth herein. Rather, these embodiments are provided for more thorough understanding of the present disclosure and to fully convey the scope of the present disclosure to those skilled in the art.

[0069] refer to figure 1 As shown, the embodiment of the present invention provides a method for constructing a knowledge map oriented to the automotive field, the method includes: steps S101-S105;

[0070] S101. Collect a large amount of data related to the automobile field in the Internet;

[0071] S102. Classify the relevant data according to a preset classification algorithm;

[0072] S103. Perform a reference resolution proc...

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Abstract

The invention discloses a construction method and system for an automobile field knowledge graph. The method comprises the following steps: collecting a large amount of automobile field related data in the Internet; classifying the related data according to a preset classification algorithm; carrying out analogy resolution processing on the text of the related data after classification processing; extracting triple data according to a dependency analysis method; and performing visualization processing on the triple data, and constructing an automobile field knowledge map. According to the knowledge graph of the automobile field constructed by the method, the data visualization degree is high, a user can conveniently inquire related information of an automobile, the method is simpler and more convenient, and the user experience is improved.

Description

technical field [0001] The invention relates to the technical field of knowledge graphs, in particular to a method and system for constructing knowledge graphs in the automotive field. Background technique [0002] Since entering the 21st century, people have gradually realized the importance of information and data. According to the data given by the China Internet Network Information Center, as of the end of 2017, the number of Internet users in my country reached an astonishing 772 million. The number of websites exceeds 5.33 million and is still growing at an annual growth rate of 10.6%. Faced with such a huge amount of data, how people can quickly and accurately obtain the information they want is the problem facing the Internet in China. Google proposed the concept of knowledge graph in 2012. After seeing the advantages and potential of knowledge graph, many researchers have invested in the research of knowledge graph. The knowledge graph can mine the relationship b...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F16/36G06F16/35G06F16/951G06F17/27
CPCG06F16/367G06F16/355G06F16/951G06F40/211G06F40/30
Inventor 彭涛包铁葛亮周世奇刘露
Owner JILIN UNIV
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