Ontology-based intelligent retrieval system for information security event

An information security and retrieval system technology, applied in the field of information security incidents, can solve problems such as insufficient understanding of user needs, loss, and inability to achieve extended retrieval

Inactive Publication Date: 2016-05-04
XUCHANG UNIV
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

First of all, most of the traditional information retrieval tools use keyword-based user demand acquisition mechanisms, which do not understand user needs enough and cannot achieve extended search, which will inevitably cause semantic loss and output a large amount of useless junk information. Not high enough to be retrieved by simple reasoning

Method used

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  • Ontology-based intelligent retrieval system for information security event
  • Ontology-based intelligent retrieval system for information security event
  • Ontology-based intelligent retrieval system for information security event

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Embodiment Construction

[0012] In order to make the object, technical solution and advantages of the present invention clearer, the present invention will be further described in detail below with reference to the accompanying drawings and examples. The system platform realized by the present invention adopts MyEclipse8.5+Jena2.5+ICTCLAS5.

[0013] 1. System architecture

[0014] System architecture such as figure 1 As shown, firstly, it is necessary to collect information about information security incidents from the Internet, perform preprocessing and information extraction, obtain ontology from the Semantic Web or construct an ontology according to domain retrieval requirements, and automatically obtain concepts and inter-conceptual relationships in ontology through ontology learning methods. Relationships, etc., or build ontology through information extraction and labeling methods, and continuously expand the ontology library. Identify the entities in the ontology in the text document, includin...

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Abstract

The invention designs and realizes an ontology-based intelligent retrieval system for an information security event, which is a system for performing information retrieval of the information security event based on an ontology, and contains knowledge from the field of information security. The goal of designing the system is to provide knowledge accumulation in the field of information security for a user, and the system has a certain intelligent semantic retrieval function, so that the user can obtain required information security event related knowledge and information. A design concept is that firstly, an initial information security event domain ontology is established based on OWL, then information security event domain related information is acquired, and a relationship between information security event domain concepts is extracted, thereby realizing automatic expansion of the information security event domain ontology; secondly, an inference rule is designed according to a semantic relationship of the information security event ontology, and the information security event ontology is inferred based on Jena; and finally, the query expansion and sorting are carried out based on the information security event ontology and semantic similarity calculation, thereby realizing semantic retrieval of the information security event.

Description

technical field [0001] The invention belongs to the technical category of information retrieval, in particular to an ontology-based intelligent retrieval system for information security events. The invention is oriented to the field of information security events, and can provide users with the functions of acquiring relevant knowledge of information security events and intelligent retrieval. Background technique [0002] With the rapid development of computer network technology, my country has made great progress in network construction. With the development of the information industry, the Internet and network information security issues have also become a hot issue of concern to the relevant government departments, major industries and leaders of enterprises and institutions. At present, the economic losses caused by the vulnerability of information systems in the world are increasing year by year, security problems are becoming more and more serious, and information abo...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F17/30G06F17/27G06N5/02
CPCG06F16/951G06F40/30G06N5/025
Inventor 杨月华平源马慧张志立
Owner XUCHANG UNIV
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