Mapping knowledge domain questioning and answering system and method based on template matching technique

A technology of knowledge graph and template matching, applied in the field of knowledge graph question answering system, it can solve problems such as unable to help you obtain answers, unable to explicitly provide accurate answers to questions, etc., to achieve the effect of improving search satisfaction

Inactive Publication Date: 2016-08-17
ZHEJIANG UNIV
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  • Description
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AI Technical Summary

Problems solved by technology

For example, if a user queries "the university with the longest history in China?", traditional search engines often cannot help you get the answers you want, or cannot explicitly provide accurate answers to questions, but search engines based on knowledge graphs can help. you solve the problem

Method used

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  • Mapping knowledge domain questioning and answering system and method based on template matching technique
  • Mapping knowledge domain questioning and answering system and method based on template matching technique
  • Mapping knowledge domain questioning and answering system and method based on template matching technique

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Embodiment Construction

[0042] The purpose and effects of the present invention will become more apparent by describing the present invention in detail below in conjunction with the accompanying drawings.

[0043] A knowledge graph question answering system based on template matching technology, including an offline module and an online module, wherein the offline module is mainly used for offline data preparation, including a relational pattern mining system based on an external unlabeled data set and manually defined questions for question categories Template library; the online module is mainly used for system services, including grammatical analysis of user input questions, finding matching question templates for questions, mapping question phrases to entities and relationships in the corresponding knowledge map, and generating structured knowledge Graph query statement. Such as figure 1 shown.

[0044] The method of knowledge graph question answering based on template matching technology, such...

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Abstract

The invention discloses a mapping knowledge domain questioning and answering system and method based on a template matching technique. The system comprises an offline module and an online module, wherein the offline module is mainly used for offline data preparation, and the online module is mainly used for system service. The system can support a friendly natural language question of a user to serve as a query, grammatical analysis is conducted on the question of the user, an offline-defined manual template library is searched for a matched question template according to a result obtained through grammatical analysis, a final structurized mapping knowledge domain query statement is generated according to an entity matching method and a relation matching method, retrieving is conducted in a mapping knowledge domain according to the structurized query statement, and then a final result is returned. According to the mapping knowledge domain questioning and answering system and method based on the template matching technique, the precise retrieving result can be given for the question of the user, and the searching satisfaction degree of the user is improved.

Description

technical field [0001] The present invention relates to a knowledge graph question answering system and method, in particular to a knowledge graph question answering system and method based on template matching technology. Background technique [0002] With the explosive growth of information on the Internet, people's demand for information retrieval is increasing. How to quickly, accurately, and reliably search for the information that users need from a large amount of information with diverse modes has become a hot topic that needs to be solved urgently. The original Internet only had static web pages for people to browse, and the things people could do on the Internet were also very limited. With the rapid development of the Internet, the Internet has become more and more popular, the content has become more and more abundant, and the modes have become more and more diverse. How to obtain the information required by users from these vast Internet information has become ...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F17/30G06F17/24G06F17/27
CPCG06F16/243G06F40/186G06F40/253
Inventor 王东辉黄鹏程李亚楠蔺越檀庄越挺
Owner ZHEJIANG UNIV
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