Meta-Analysis of Ontology Software Development Process

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Ontology is an important concept in Computer Science to formally represent knowledge. The software engineering ontology assists in defining information for the exchange of semantic project information framework. Research into ontological issues has been widely active in various areas. This paper presents the origin of ontology research and gives the different definitions of ontology. The paper gives an overview of ontology and its types including the building and design for an enterprise system.This review tries to study articles in which adaption model and there properties were discussed in order to get a clear review about the ontology. This study is showed a Systematic Literature Review which was used to identify important characteristic about the ontology. The research identified  more than 70 paper on this study but only 46 of them was precisely relevant in the field of Ontology development processs. In this paper we analyse the ontology based on types, design, building ,model as a systematic review of the subject. And choose the best way according to that
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Ontology; Types of Ontology; Building; Design of Ontology

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Linda Anticoli, Elio Toppano ,, “The Role of Culture” in Collaborative Ontology Design International Conference, 2011 -

PISANELLI, D.M., GANGEMI, A. And STEVE, G., “Ontologies and Information Systems: The Marriage of the Century”, Proceedings of the LYEE Workshop, Paris, 2002.

GRUBER, T., “A Translation Approach to Portable Ontology Specifications”, Knowledge Acquisition. Volume 58, Issue 1, January 2003, Pages 89–123.

GUARINO, N., “Formal Ontology in Information Systems”, Proceedings of FOIS’98, Formal Ontology in Information Systems, Handbook on Ontologies, Information Systems, Springer-Verlag Berlin Heidelberg 2009 Page 2. 202 N. Guarino and CA Welty.

Uschold, M., and R. Jasper. “A framework for understanding and classifying ontology applications”. In Benjamins (1999). et al., pp. 11-1 – 11-12.

Y. Kalfoglou and M. Schorlemmer. “Information-flow-based ontology mapping”. In On the Move to Meaningful Internet Systems 2002: CoopIS, DOA, and ODBASE, volume 2519 of Lecture Notes in Computer Science, pages 1132–1151. Springer, 2002.

Asunción Gómez-Pérez, Mariano Fernández-López, Oscar Corcho 2004 “Ontological Engineering: With Examples from the Areas of Knowledge”.

Jeongsoo Lee, Heekwon Chae, Kwangsoo Kim, Cheol-Han Kim “An Ontology Architecture for Integration of Ontologies” The Semantic Web – ASWC 2006 Lecture Notes in Computer Science Volume 4185, 2006, pp 205-211.

Ricardo de Almeida, Giancart Guizzardi “ An ontology approach to domain engineering ” Computer Science Department, Federal University of Espírito Santo 2002 , Fernando Ferrari Avenue, CEP 29.060-900.

Liana Razmerita, Albert Angehrn ,and Alexander Maedche “ontology based user modeling for knowledge management system” INSEAD,CALT-Centre of Advanced Learning Technologies, 77300 Fontainebleau, France , 2003.

Wongthongtham, P., E. Chang, T. S. Dillon, and I. Sommerville. 2008. Development of software engineering ontology for multi-site software development. IEEE Transactions on Knowledge and Data Engineering Vol 21, 8, p. 1205-1217

Polala Niranjan, Kukatlapalli Pradeep “An Efficient software engineering ontology tool for knowledge sharing”, 2010, International Journal of Computer Science Issues (IJCSI); Vol. 7 Issue 4, p19

Wongthongtham, Pornpit and Chang, Elizabeth and Sommerville, Ian. 2007. : Software engineering ontology for software engineering knowledge management in multi-site software development environment, 10th International Protege Conference, 15-18 Jul 2007. Budapest, Hungary: Stanford Centre for Biomedical Informatics Research.

Mohammad Nazir Ahmad , Nor Hidayati Zakaria , Darshana Sedera," Ontology-Based Knowledge Management for Enterprise Systems" Copyright © (2013), IGI Global. Copying or distributing in print or electronic forms without written permission of IGI Global is prohibited.

Guarino, N.: Formal Ontology in Information Systems. In Proceedings of FOIS’98, Trento, Italy, 6-8 June IOS Press, Amsterdam (1998), pp.3-15

B. Kryza, R. Sإ‚ota, M. Majewska, J. Pieczykolan, and J. Kitowski, "Grid organizational memory-provision of a high-level Grid abstraction layer supported by ontology alignment," Future Generation Computer Systems, vol. 23, pp. 348-358, 2007.

J. C. Vidal, M. Lama, and A. Bugarأn, "OPENET: Ontology-based engine for high-level Petri nets," Expert Systems with Applications, vol. 37, pp. 6493-6509, 2010.

Hongbo Sun , Wenhui Fan , Weiming Shen , Tianyuan "Ontology-based interoperation model of collaborative product development Xiao" , Journal of Network and Computer Applications 35 (2012) 132–144 science direct.

Eric G. Little , Galina L. Rogova " Designing ontologies for higher level fusion" Information Fusion 10 (2009) 70–82 science direct.

Daiyi Li , Li Kang , Xinrong Cheng , Daoliang Li , Laiqing Ji , Kaiyi Wang , " An ontology-based knowledge representation and implement method for crop cultivation standard (2011) Elsevier Ltd.

Nicole J.J.P. Koenderink , Jan L. Top , Lucas J. van Vliet " Supporting knowledge-intensive inspection tasks with application ontologies" Int. J. Human-Computer Studies 64 (2006) 974–983 Elsevier.

Troels Andreasen , Jørgen Fischer Nilsson , " Grammatical specification of domain ontologies " Data & Knowledge Engineering 48 (2004) 221–230 science direct.

Xin Hou , S.K. Ong , A.Y.C. Nee , X.T. Zhang , W.J. Liu , " GRAONTO: A graph-based approach for automatic construction of domain ontology " Expert Systems with Applications 38 (2011) 11958–11975 Elsevier.

Shang-Hsien Hsieh , Hsien-Tang Lin , Nai-Wen Chi , Kuang-Wu Chou , Ken-Yu Lin, " Enabling the development of base domain ontology through extraction of knowledge from engineering domain handbooks" Advanced Engineering Informatics 25 (2011) 288–296 Elsevier.

Daniel Oberle , Anupriya Ankolekar , Pascal Hitzler , Philipp Cimiano , " DOLCE ergo SUMO: On foundational and domain models in the SmartWeb Integrated Ontology (SWIntO) " , Web Semantics: Science, Services and Agents on the World Wide Web 5 (2007) 156–174 Elsevier.

Liu Xinhua, Zhang Xutang , Li zhongkai." A Domain Ontology-based Information Retrieval Approach for Technique Preparation Physics Procedia" 25 ( 2012 ) 1582 – 1588 International Conference Elsevier.

Jan Morbach , Andreas Wiesner , Wolfgang Marquardt , "OntoCAPE—A (re)usable ontology for computer-aided process engineering " Computers and Chemical Engineering 33 (2009) 1546–1556 Elsevier.

Oscar Corcho , Mariano Fernaandez-Loopez , Asuncioon Goomez-Peerez ." Methodologies, tools and languages for building ontologies " Where is their meeting point. Data & Knowledge Engineering 46 (2003) 41–64 Elsevier.

Nadira Lammari , Elisabeth Meetais ," Building and maintaining ontologies: a set of algorithms Data & Knowledge Engineering" 48 (2004) 155–176 Elsevier.

Antonio De Nicola , Michele Missikoff , Roberto Navigli," A software engineering approach to ontology building, Information Systems "34 (2009) 258–275 Elsevier.

Hsin-Min Lu , Daniel Zeng , Lea Trujillo , "Ontology-enhanced automatic chief complaint classification for syndromic surveillance " Journal of Biomedical Informatics 41 (2008) 340–356 Elsevier.

Birte Glimm , Ian Horrocks , Boris Motik, " A novel approach to ontology classification " Web Semantics: Science, Services and Agents on the World Wide Web 14 (2012) 84–101 Elsevier.

Catherine Roussey, Francois Pinet, Myoung Ah Kang, " An Introduction to Ontologies and Ontology Engineering, DOI 10.1007/978-0-85729-724-2_2 Springer-Verlag London Limited (2011).

Aidarus M. Ibrahim , Hussein A. Hashi , Abdullalem A. Mohamed, " ONTOLOGY-DRIVEN INFORMATION RETRIEVAL FOR HEALTHCARE INFORMATION SYSTEM A CASE STUDY " International Journal of Network Security & Its Applications (IJNSA), Vol.5, No.1, January (2013).

Pornpit Wongthongtham, Elizabeth Chang, Tharam Dillon and Ian Sommerville, " Development of a Software Engineering Ontology for Multi-site Software Development " IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, MANUSCRIPT ID (2007).

Uschold, M., and R. Jasper (1999). "A framework for understanding and classifying ontology applications " . In Benjamins et al., pp. 11-1 – 11-12.

Y. Kalfoglou and M. Schorlemmer. " Information-flow-based ontology mapping ". In On the Move to Meaningful Internet Systems 2002: CoopIS, DOA, and ODBASE, volume 2519 of Lecture Notes in Computer Science, pages 1132–1151. Springer, 2002.

[Falbo et al., 1998] Falbo, R., Menezes, C., and Rocha, A. (1998). A systematic approach for building ontologies. In Heidelberg, S.-V. B., editor, Proceedings of 6th Ibero–American Conference on AI, number LNCS1484 in Lecture Notes in Artificial Intelligence, pages 349–360, Lisbon, Portugal.

[Falbo et al., 2002] Falbo, R., Guizzardi, G., and Duarte, K. (2002). An ontological approach to domain engineering. In Proceedings of 14th International Conference on Software Engineering and Knowledge Engineering (SEKE’02) pages 351–358, Ischia, Italy.

[Liao et al., 2005] Liao, L., Qu, Y., and Leung, H. A software process ontology and its application. In Proceedings of Workshop on Sematic Web Enable Software Engineering (SWESE), Galway, Ireland ,(2005).

[Ruy et al., 2004] Ruy, F., Bertollo, G., and Falbo, R. Knowledge-based support to process integration in ODE. CLEI Electronic Journal, 7(1) , (2004).

[Abran et al., 2006] Abran, A., Cuadrado, J., Garc´ıa-Barriocanal, E., Mendes, O., S´anchez-Alonso, S., and Sicilia, M. Ontologies for Software Engineering and Software Technology, chapter Engineering the Ontology for the SWEBOK: Issues and Techniques, pages 103–121. Springer-Verlag Berlin Heidelberg , (2006).

[Ruiz and Hilera, 2006] Ruiz, F. and Hilera, J. Ontologies for Software Engineering and Software Technology, chapter Using Ontologies in Software Engineering and Technology, pages 49–102. Springer-Verlag Berlin Heidelberg , (2006).

Guarino, N.: Formal Ontology in Information Systems. In Proceedings of FOIS’98, Trento, Italy. IOS Press, Amsterdam (1998).

Fensel, D: Ontologies: A Silver Bullet for Knowledge Management and Electronic Commerce. Second Edition, Springer-Verlag, Berlin, Heidelberg (2004).

Van Heijst, G., Schereiber, A.T., Wielinga, B.J.: Using Explicit Ontologies in KBS Development. International Journal of Human and Computer Studies, 46(2/3), 1997, pp. 293–310.

Jurisica, I., Mylopoulos, J., Yu, E.: Using ontologies for knowledge management: an information systems perspective. In Proceedings of 62nd Annual Meeting of the American Society for Information Science (ASIS99), 1999, pp. 482–496.

Gómez Pérez, A., Fernández López, M. Corcho, O.: Ontological Engineering. Springer-Verlag, London (2004).

Lassila, O., McGuinness, D.: The Role of Frame-Based Representation on the Semantic Web. KSL Techical Report No. KSL-01-02, Jan-2001. Available in: Html.

Van Heijst, G., Schereiber, A.T., Wielinga, B.J.: “Conceptual Modelling for Knowledge-Based System” (2001)

Burton-Jones, A., Storey, V.C., Sugumaran,V., Ahluwalia, P.: “A Semiotic Metrics Suite for Assessing the Quality of Ontologies”.Data and Knowledge Engineering 55, 84–102 (2005)

Booch, G., Rumbaugh, J., Jacobson, I.: “Unified Modeling Language User Guide”.Addison-Wesley Professional (2005)

Wouters, B., Deridder, D., Van Paesschen, E.: “The use of ontologies as a backbone for use case management”. European Conference on Object-Oriented Programming (ECOOP), 2000.

Pinto, H.S., Martins, J.P.: “Ontologies: How can they be Built”, Knowledge and Information Systems 6, 441–464 (2004).

W3C OWL Working Group: OWL 2 Web “Ontology Language – Document Overview”. World Wide Web Consortium (2009).

Pulido, J.R.G., Ruiz, M.A.G., Herrera, R.,Cabello, E., Legrand, S., Elliman, D.: “Ontology Languages for the Semantic Web: A Never Completely Updated Review”. Knowledge-Based Systems 19, 489–497 (2006).

Antonio De Nicola, Michele Missikoff , Roberto Navigli, A software engineering approach to ontology building ”, formation Systems 34 (2009) 258–275.

Chbihi Louhdi, M.R., Behja, H., Ouatik El Alaoui, S., Hybrid method for automatic ontology building from relational database, (2013) International Review on Computers and Software (IRECOS), 8 (8), pp. 1801-1813.

Benali, K., Rahal, S.A., OntoAR: An ontology for unification and description of association rules, (2013) International Review on Computers and Software (IRECOS), 8 (6), pp. 1400-1406.

Zhang, R., Xu, H., The novel model of domain ontology matching and merging in semantic web service based on fuzzy concept lattice, (2013) International Review on Computers and Software (IRECOS), 8 (1), pp. 163-169.

Vijaya, P., Raju, G., Ray, S.K., An ontology based meta-search engine for effective web page retrieval, (2013) International Review on Computers and Software (IRECOS), 8 (2), pp. 533-541.

Zemmouchi-Ghomari, L., Ghomari, A.R., Towards a reference ontology for higher education knowledge domain, (2013) International Review on Computers and Software (IRECOS), 8 (2), pp. 474-488.


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