Title
A Semantic Knowledge Base Construction Method for Information Security
Abstract
Information security contains many concepts and knowledge entities. As the development of information technology, the complexity of increasing information security knowledge need an overview representation and organization for security analysis and risk evaluation. Ontology as a formal and shareable semantic model, which is often used to define domain knowledge schema, can also be applied for information security knowledge base construction. In this paper, we propose ontology knowledge base construction method for information security, discuss the ontology construction processes, and design the knowledge schema. The ontology contains main concepts in information security and related properties and relations about these concepts with semantics. It supplies related information, such as assets and weakness, to security management and analysis applications. We introduce each step of the proposed method, and valid it using a practical information security knowledge base development.
Year
DOI
Venue
2014
10.1109/TrustCom.2014.106
TrustCom
Keywords
Field
DocType
ontology construction processes,ontology construction,security management applications,knowledge based systems,information security knowledge base construction,knowledge base,information technology,risk evaluation,semantic knowledge base construction method,security analysis applications,risk analysis,shareable semantic model,information security, knowledge base, semantic web, ontology construction,knowledge entities,information security analysis,ontologies (artificial intelligence),formal semantic model,semantic web,ontology knowledge base construction method,information security,information security knowledge base development,security of data,data mining,ontologies,semantics
Ontology (information science),Computer science,Knowledge-based systems,Knowledge management,Information security,Knowledge extraction,Knowledge base,Upper ontology,Open Knowledge Base Connectivity,Security management
Conference
ISSN
Citations 
PageRank 
2324-898X
1
0.36
References 
Authors
9
6
Name
Order
Citations
PageRank
Yuangang Yao133.43
Xiaoyu Ma2479.09
Hui Liu320.71
Jin Yi421.38
Xiang-Hui Zhao552.77
Li Li67624.03