Multi-agent based system for multilingual ontologies maintenance

Saeed Albukhitan; Tarek Helmy

doi:10.1109/WI-IAT.2014.65

Multi-agent based system for multilingual ontologies maintenance

Saeed Albukhitan, Tarek Helmy

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

2 Scopus citations

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.

Original language	English
Title of host publication	Proceedings - 2014 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Workshops, WI-IAT 2014
Editors	Dominik Slezak, Hung Son Nguyen, Marek Reformat, Eugene Santos
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	419-423
Number of pages	5
ISBN (Electronic)	9781479941438
DOIs	https://doi.org/10.1109/WI-IAT.2014.65
State	Published - 16 Oct 2014

Publication series

Name	Proceedings - 2014 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Workshops, WI-IAT 2014
Volume	1

Bibliographical note

Publisher Copyright:
© 2014 IEEE.

ASJC Scopus subject areas

Artificial Intelligence
Computer Networks and Communications
Software

Access to Document

10.1109/WI-IAT.2014.65

Cite this

Albukhitan, S., & Helmy, T. (2014). Multi-agent based system for multilingual ontologies maintenance. In D. Slezak, H. S. Nguyen, M. Reformat, & E. Santos (Eds.), Proceedings - 2014 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Workshops, WI-IAT 2014 (pp. 419-423). (Proceedings - 2014 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Workshops, WI-IAT 2014; Vol. 1). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/WI-IAT.2014.65

Albukhitan, Saeed ; Helmy, Tarek. / Multi-agent based system for multilingual ontologies maintenance. Proceedings - 2014 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Workshops, WI-IAT 2014. editor / Dominik Slezak ; Hung Son Nguyen ; Marek Reformat ; Eugene Santos. Institute of Electrical and Electronics Engineers Inc., 2014. pp. 419-423 (Proceedings - 2014 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Workshops, WI-IAT 2014).

@inproceedings{4459fee26c764f15b42b7eb5166ee31a,

title = "Multi-agent based system for multilingual ontologies maintenance",

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.",

author = "Saeed Albukhitan and Tarek Helmy",

note = "Publisher Copyright: {\textcopyright} 2014 IEEE.",

year = "2014",

month = oct,

day = "16",

doi = "10.1109/WI-IAT.2014.65",

language = "English",

series = "Proceedings - 2014 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Workshops, WI-IAT 2014",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "419--423",

editor = "Dominik Slezak and Nguyen, \{Hung Son\} and Marek Reformat and Eugene Santos",

booktitle = "Proceedings - 2014 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Workshops, WI-IAT 2014",

address = "United States",

}

Albukhitan, S & Helmy, T 2014, Multi-agent based system for multilingual ontologies maintenance. in D Slezak, HS Nguyen, M Reformat & E Santos (eds), Proceedings - 2014 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Workshops, WI-IAT 2014. Proceedings - 2014 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Workshops, WI-IAT 2014, vol. 1, Institute of Electrical and Electronics Engineers Inc., pp. 419-423. https://doi.org/10.1109/WI-IAT.2014.65

Multi-agent based system for multilingual ontologies maintenance. / Albukhitan, Saeed; Helmy, Tarek.
Proceedings - 2014 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Workshops, WI-IAT 2014. ed. / Dominik Slezak; Hung Son Nguyen; Marek Reformat; Eugene Santos. Institute of Electrical and Electronics Engineers Inc., 2014. p. 419-423 (Proceedings - 2014 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Workshops, WI-IAT 2014; Vol. 1).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Multi-agent based system for multilingual ontologies maintenance

AU - Albukhitan, Saeed

AU - Helmy, Tarek

PY - 2014/10/16

Y1 - 2014/10/16

N2 - 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.

AB - 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.

UR - https://www.scopus.com/pages/publications/84912572224

U2 - 10.1109/WI-IAT.2014.65

DO - 10.1109/WI-IAT.2014.65

M3 - Conference contribution

AN - SCOPUS:84912572224

T3 - Proceedings - 2014 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Workshops, WI-IAT 2014

SP - 419

EP - 423

BT - Proceedings - 2014 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Workshops, WI-IAT 2014

A2 - Slezak, Dominik

A2 - Nguyen, Hung Son

A2 - Reformat, Marek

A2 - Santos, Eugene

PB - Institute of Electrical and Electronics Engineers Inc.

ER -

Albukhitan S, Helmy T. Multi-agent based system for multilingual ontologies maintenance. In Slezak D, Nguyen HS, Reformat M, Santos E, editors, Proceedings - 2014 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Workshops, WI-IAT 2014. Institute of Electrical and Electronics Engineers Inc. 2014. p. 419-423. (Proceedings - 2014 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Workshops, WI-IAT 2014). doi: 10.1109/WI-IAT.2014.65

Multi-agent based system for multilingual ontologies maintenance

Abstract

Publication series

Bibliographical note

ASJC Scopus subject areas

Access to Document

Fingerprint

Cite this