Developing Ontology Approach Using Software Tool to Improve Data Visualization (Case Study: Computer Network)

Full Text (PDF, 1193KB), PP.32-39

Views: 0 Downloads: 0

Author(s)

Mahmoud Moshref 1,* Rizik Al-Sayyad 2

1. Computer Science Department, the University of Jordan, Amman, 11942, Jordan

2. Information Technology Department, the University of Jordan, Amman, 11942, Jordan

* Corresponding author.

DOI: https://doi.org/10.5815/ijmecs.2019.04.04

Received: 21 Dec. 2018 / Revised: 12 Jan. 2019 / Accepted: 13 Feb. 2019 / Published: 8 Apr. 2019

Index Terms

Data Visualization, Ontology, Visual representations, Ontology visualization, Semantic network visualization.

Abstract

The Information Technology system use visualization to represent data in different forms. Some new researches in this field working on extract Knowledge, rapid information retrieval from the graphical diagram. Therefore, data visualization now trends to use ontology approach to build a robust knowledge-based system. The proposed of this paper is to developed ontology approach and use software tools to improve visualized knowledge. Moreover, study data visualization subject in term of ontology and how to facilitate understanding it on the end user. Computer networks ontology adopted as a case study to prove the important of this approach. The Object Role Modeling (ORM) is a visualized notation used to build the prototype for ontology, and OntoGraf module in the Protégé tool used to build ontology.

Cite This Paper

Mahmoud Moshref, Rizik Al-Sayyad, "Developing Ontology Approach Using Software Tool to Improve Data Visualization (Case Study: Computer Network)", International Journal of Modern Education and Computer Science(IJMECS), Vol.11, No.4, pp. 32-39, 2019.DOI: 10.5815/ijmecs.2019.04.04

Reference

[1]Matthew Ward, Georges Grinstein, Daniel Keim, " Interactive Data Visualization Foundations, Techniques, and Applications", Taylor & Francis Group 6000 Broken Sound Parkway NW, Suite 300 Boca Raton, FL 33487-2742 © 2015 by Taylor & Francis Group, LLC.
[2]Ameen Shaheen, Rizik Al-Sayyed, Azzam Sleit," Improving visual analyses and communications of ontology by dynamic tree (case study: computer system)", International Journal of Advanced and Applied Sciences, 4(5) 2017, Pages: 62-66.
[3]Colin Ware," INFORMATION VISUALIZATION Perception for Design", Morgan Kaufmann Publishers is an imprint of Elsevier. 500 Sansome Street, Suite 400, San Francisco, CA 94111, 2004.
[4]Matthew N. O. Sadiku, Adebowale E. Shadare, Sarhan M. Musa, and Cajetan M. Akujuobi, " DATA VISUALIZATION", International Journal of Engineering Research And Advanced Technology(IJERAT), ISSN: 2454-6135, [Volume. 02 Issue.12, December– 2016]
[5]Dulclerci Sternadt Alexandre, João Manuel R. S. Tavares," Introduction of Human Perception in Visualization", 2007
[6]Helena Dudycz," Application of semantic network visualization as a managerial support instrument in financial analyses", Online Journal of Applied Knowledge Management A Publication of the International Institute for Applied Knowledge Management, Volume 5, Issue 1, 2017.
[7]Mohammad Mustafa Taye," Understanding Semantic Web and Ontologies: Theory and Applications", Journal of Computing, Volume 2, Issue 6, June 2010, ISSN 2151-9617.
[8]Nadia Catenazzi, Lorenzo Sommaruga, Riccardo Mazza, " User-friendly ontology editing and visualization tools: the OWLeasyViz approach", 2009 13th International Conference Information Visualisation.
[9]Steffen Lohmanna, Stefan Negrub, Florian Haag, Thomas Ertl, "Visualizing Ontologies with VOWL", 1570-0844/0-1900, IOS Press, 2016.
[10]Sean M. Falconer, R. Ian Bull, Lars Grammel, Margaret-Anne Storey, "Creating visualizations through ontology mapping", University of Victoria, 2009.
[11]Stamatia Dasiopoulou, Steffen Lohmann, Joan Codina, and Leo Wanner, " Representing and Visualizing Text as Ontologies: A Case from the Patent Domain", EU FP7-SME-606163 project iPatDoc, 2015.
[12]Sergei Mikhailov, Mikhail Petrov, and Birger Lantow," Ontology Visualization: a Systematic Literature Analysis", Government of the Russian Federation, Grant 074-U01, 2016.
[13]Stephan Grimm, "Knowledge Representation and Ontologies", M.M. Gaber (ed.), Scientific Data Mining and Knowledge Discovery: Principles and Foundations, DOI 10.1007/978-3-642-02788-8 6, © Springer-Verlag Berlin Heidelberg 2010.
[14]Fatma Ghorbel, Nebrasse Ellouze, Elisabeth Métais, Fayçal Hamdi, Faiez Gargouri, Noura Herradi, " MEMO GRAPH: An Ontology Visualization Tool for Everyone", ELSEVIER, 20th International Conference on Knowledge Based and Intelligent Information and Engineering Systems, Procedia Computer Science 96 ( 2016 ) 265 – 274.
[15]https://www.ormfoundation.org/files/folders/norma_the_software/entry3849.aspx
[16]Terry Halpin , "Logical Data Modeling (Part 8)", Business Rules Journal Vol. 17, No. 11, Nov. 2016) URL: http://www.brcommunity.com/a2016/b883.html).
[17]https://protege.stanford.edu.
[18]SAKTHI MURUGAN. R , P. SHANTHI BALA, AND DR. G. AGHILA, " AN ONTOLOGY FOR EXPLORING KNOWLEDGE IN COMPUTER NETWORKS", International Journal on Computational Sciences & Applications (IJCSA) Vol.3, No.4, August 2013.
[19]R. Sivakumar, and P.V. Arivoli, "ONTOLOGY VISUALIZATION PROTÉGÉ TOOLS –A REVIEW", International Journal of Advanced Information Technology (IJAIT) Vol. 1, No. 4, August 2011.
[20]Mustafa Jarrar: Mapping ORM into the SHOIN/OWL Description Logic- Towards a Methodological and Expressive Graphical Notation for Ontology Engineering . In OTM 2007 workshops: Proceedings of the International Workshop on Object-Role Modeling (ORM'07). Pages (729-741), LNCS 4805, Springer. ISBN: 9783540768890. Portogal. November, 2007.
[21]Rami Hodrob, Mustafa Jarrar: ORM to OWL 2 DL Mapping.. In proceedings of the International Conference on Intelligent Semantic Web – Applications and Services. Pages 131-137. ACM ISBN 9781450304757. June 2010.
[22]Stephan Grimm, "Knowledge Representation and Ontologies", M.M. Gaber (ed.), Scientific Data Mining and Knowledge Discovery: Principles and Foundations, DOI 10.1007/978-3-642-02788-8 6, © Springer-Verlag Berlin Heidelberg 2010.