Int. J. of Wireless and Mobile Computing   »   2014 Vol.7, No.2

 

 

Title: Research on automatic acquisition method of Chinese domain ontology backbone based on Hownet

 

Authors: Jie Liu; Mengmeng Shi; Guang Wang

 

Addresses:
College of Information Engineering, Capital Normal University, Beijing, China
College of Information Engineering, Capital Normal University, Beijing, China
Institute of Military Training Equipment, Shenyang, China

 

Abstract: Currently, ontology is widely used in the field of information science, and ontology backbone has been proved to be the major component and a key part of ontology. This paper proposes an acquisition method of ontology backbone, which is expanded on the basis of clustered domain term. Firstly, this method uses Hownet to take segmentation of domain term, and then takes semantic disambiguation for abbreviation based on Hownet and guideless method. Finally, it automatically obtains concept, concept hierarchy and its corresponding instance. Experiment results confirmed that this method is practical and effective.

 

Keywords: ontology backbone; ontology learning; abbreviation disambiguation; Hownet; automatic acquisition; Chinese domain ontology; semantics.

 

DOI: 10.1504/IJWMC.2014.059712

 

Int. J. of Wireless and Mobile Computing, 2014 Vol.7, No.2, pp.147 - 152

 

Submission date: 21 May 2013
Date of acceptance: 21 Jul 2013
Available online: 06 Mar 2014

 

 

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