Title :
Multi-agent Based System for Multilingual Ontologies Maintenance
Author :
Albukhitan, Saeed ; Helmy, Tarek
Author_Institution :
Inf. & Comput. Sci. Dept., King Fahd Univ. of Pet. & Miner., Dhahran, Saudi Arabia
Abstract :
In the core of semantic Web, ontology works as the backbone for any semantic applications and technology. Maintaining ontologies is a major challenge for ontology researchers. Ontology maintenance process includes many tasks starting from combining smaller ones till versioning of the ontology. There are three different approaches to maintain ontologies: manual, semi-automatic and fully automatic approaches. Using an agent to maintain the ontology is a new emerging fully automatic approach where the ontology maintenance is done in a distributed manner. This work is part of a project where we are developing a framework for semantic manipulation of health and nutrition information. In this paper, we present an automatic ontology maintenance system using multi-agent based approach for multilingual ontologies related to food and health domains. The paper also highlights the challenges and complexities that may occur in multi-agent based systems which are being utilized for the purpose of maintenance of multilingual ontologies.
Keywords :
multi-agent systems; ontologies (artificial intelligence); automatic ontology maintenance system; food domains; health domains; health information; multiagent based approach; multiagent based systems; multilingual ontologies maintenance; nutrition information; semantic Web; semantic applications; semantic manipulation; semantic technology; Electronic publishing; Encyclopedias; Internet; Maintenance engineering; Multi-agent systems; Ontologies; Multilingual Ontology; Ontology Learning; Ontology Maintenance;
Conference_Titel :
Web Intelligence (WI) and Intelligent Agent Technologies (IAT), 2014 IEEE/WIC/ACM International Joint Conferences on
Conference_Location :
Warsaw
DOI :
10.1109/WI-IAT.2014.65