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Short text understanding method and device based on knowledgegraph

A knowledge graph, short text technology, applied in text database query, unstructured text data retrieval, electronic digital data processing and other directions, can solve the problem of not being able to query and search based on daily sentences, achieve convenient search and query, and improve efficiency , the effect of reducing the cost of use

Active Publication Date: 2016-12-21
深圳软通动力信息技术有限公司
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  • Summary
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  • Application Information

AI Technical Summary

Problems solved by technology

[0003] The current search of knowledge graph products requires precise editing of search sentences or query and search based on a text rule, which cannot realize query search based on daily sentences. Therefore, the query search of knowledge graph based on daily sentences has become a technology in the field problems that people need to solve,

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  • Short text understanding method and device based on knowledgegraph

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Embodiment Construction

[0050] Below, in conjunction with accompanying drawing and specific embodiment, the present invention is described further:

[0051] Such as figure 1 As shown, the present invention provides a method for understanding short texts based on knowledge graphs, including the following steps:

[0052] S1: According to the knowledge map data, the feature words in the short text are extracted with a multi-pattern matching algorithm. The knowledge map knowledge includes entities, attributes, concepts and relationships. The feature words include entity feature words, attribute feature words, concept feature words, and Relation feature words; in the present embodiment, "what is the city flower of Guangzhou" is used as an example to elaborate on this scheme, and in step S1, "Guangzhou", "Guangzhou city" and "city flower" can be obtained by a multi-pattern matching algorithm Among these three feature words, "Guangzhou" is an entity feature word, and "city flower" is an attribute feature w...

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Abstract

The invention discloses a short text understanding method and device based on a knowledgegraph. The short text understanding method comprises the following steps that S1, feature words in short texts are extracted according tofeature word data; S2, the feature words are judged, the step S3 is executedif the feature words are entity feature words, and the step S4 is executedif the feature words are other feature words; S3, knowledgegraph searching is conducted on the entity feature words; S4, the entity feature words corresponding to attributefeature words or relation feature words or concept feature words are searched out, and then knowledgegraph searching is conducted on the entity feature words; S5, result trees are generated according to feature word group and are relations of the feature words. The short text understanding method makes short text understanding method product searching and query more convenient, does not need to accurately edit and search statements or edit the statements according to a certain text rule and greatly improves the knowledgegraph based query efficiency.

Description

technical field [0001] The invention belongs to the field of information search, and in particular relates to a short text understanding method and device based on a knowledge map. Background technique [0002] Knowledge graphs aim to describe various entities or concepts that exist in the real world. Among them, each entity or concept is identified by a globally unique ID, which is called their identifier. Each attribute-value pair (also known as AVP) is used to describe the intrinsic characteristics of the entity, and the relationship (relation) is used to connect two entities and describe the relationship between them. The knowledge graph can also be regarded as a huge graph, the nodes in the graph represent entities or concepts, and the edges in the graph are composed of attributes or relationships, such as figure 1 As shown, it is a schematic diagram of the knowledge map. Now the knowledge map is mainly used in answer reasoning, document importance ranking and precise...

Claims

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Application Information

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IPC IPC(8): G06F17/30
CPCG06F16/288G06F16/33
Inventor 黄明新
Owner 深圳软通动力信息技术有限公司
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