Hatem Ben Sta, Lamjed Ben Said, Khaled Ghédira, Michel Bigand, Jean Pierre Bourey



We are interested to study the state of the art of ontologies and to synthesize it. This paper makes a synthesis of definitions, languages, ontology classifications, ontological engineering, ontological platforms and application fields of ontologies. The objective of this study is to cover and synthesize the ontological concepts through the proposition of a whole of cartographies related to these concepts.


  1. Alberts, L. K., 1993. YMIR: an Ontology for Engineering Design, University of Twente.
  2. Bernaras, A., Laresgoiti, I., and Corera, J., 1996. Building and Reusing Ontologies for Electrical Network Applications. In ECAI'96, 12th Europeen Conference Artificial Intelligence.
  3. Berners-Lee, T., Hendler, J., and Lassila, O.,2001. The Semantic Web, Scientific American.
  4. -lee.html/
  5. Berners-Lee, T., Hendler, J., and Lassila, O., 2001. The Semantic Web. Scientific American, May, 284(5), 34- 43.
  6. Bigand, M., Mounib M., Ben Sta H., and Bourey J. P., 2004. In CIFA'04, Conférence Internationale Francophone d'Automatique.
  7. Borst, W. N., 1997. Construction of Engineering Ontologies, Center for Telematica and Information Technology, University of Tweenty, Enschede, NL.
  8. Bachimont B. (2000). Engagement sémantique et engagement ontologique : conception et réalisation d'ontologies en ingénierie des connaissances. In Z. M. Charlet J., Kassel G., Bourgault D., (Ed.), Ingénierie des connaissances. Évolution Récentes et nouveaux défis Paris: Eyrolles, 305-323.
  9. Corcho, O., and Gómez-Pérez, A., 2000. A roadmap to ontology specification languages. In Proceedings of EKAW'00, France.
  10. Domingue, J., 1998. Tadzebao and WebOnto: Discussing, browsing, and editing ontologies on the Web. In KAW'98, the eleventh workshop on knowledge acquisition, modeling and management, Banff, Canada.
  11. Duineveld, A.J., Stoter, R., Weiden, M.R., Kenepa, B., and Benjamins, V.R., 1999. Wonder Tools? A comparative study of ontological engineering tools. In KAW'99, Twelfth Workshop on Knowledge Acquisition, Modeling and Management, October, 16- 21, Alberta, Canada.
  12. Farquhar, A., Fikes, R., and Rice, J., 1997. The Ontolingua server: Tools for collaborative ontology construction.International Journal of Human Computer Studies, 46(6), 707-728.
  13. Fernandez-Lopez, M., Gómez-Perez, A., and Juristo, N., 1997. Methontology: From Ontological Art Toward Ontological Engineering. In Spring Symposium Series on Ontological Engineering. American Association for Artificial Intelligence. Stanford, USA.
  14. Fernández, M., Gómez-Pérez, A., and Juristo, N., 1997. METHONTOLOGY: From Ontological Art Towards Ontological Engineering. In Symposium on Ontological Engineering of AAAI. Stanford, California.
  15. Fox, M.S., Gruninger, M., 1998. Enterprise Modelling. AI Magazine, AAAI Press, Fall, 109-121.
  16. Fox, M S., Barbuceanu, M., Gruninger, M., and Lin, J., 1997. An Organization Ontology for Enterprise Modelling. prisemodeIling/papers/org-prietula-23 aua97.pdf
  17. Fridman, N., and Hafner, C. D., 1997. AmericanAssociation for Artificial Intelligence.
  18. Friedman, N., and Hafner, C. D., 1997. The State of the Art in Ontology Design. American Association for Artificial Intelligence.
  19. Gandon, F., Dieng, R., and Giboin, A., 2002. CoMMA : Une approche distribuée de la mémoire organisationnelle, Projet ACACIA - INRIA Sofia Antipolis
  20. Gandon, F., Quelques ontologies existantes et leurs nGandon2002/Partie07_OntologiesExistantes.pdf
  21. Gandon, F., Ingénierie des Connaissances. 2/Partie04_IngenierieDesConnaissances.pdf
  22. Gomez-Perez, A., 1999. Ontological Engineering: A state of the art. Expert Update, 2(3), 33-43.
  23. Gomez-Perez, A., and Benjamins, V. R., 1999. Overview of knowledge sharing and reuse components: Ontologies and problem-solving methods. In IJCAI'99, Workshop on Ontologies and ProblemSolving Methods: Lessons Learned and Future Trends, in conjunction with the Sixteenth International Joint Conference on Artificial Intelligence, August, Stockholm, Sweden.
  24. Gruber, T., 1994. Toward Principles for the Design of Ontologies Used for Knowledge Sharing. International Journal of Human Computer Studies, 43(5/6), 907-928.
  25. Gruber, T. R., 1993. A translation approach to portable ontologies. Knowledge Acquisition, 5(2):199-220.
  26. Grüninger, M., and Fox, M.S., 1995. Methodology for the Design and Evaluation of Ontologies. Workshop on Basic Ontological Issues in Knowledge Sharing. In IJCAI'95,International Joint Conference on Artificial Intelligence, Montreal.
  27. Grüninger, M., and Fox, M.S., 1994. The Role of Competency Questions in Enterprise Engineering. In IFIP WG 5.7, Workshop on Benchmarking. Theory and Practice. Trondheim, Norway.
  28. Guarino, N., and Giaretta, P., 1995. Ontologies and Knowledge Bases: Towards a Terminological Clarification. In Mars N. J. I. (Ed.), Towards Very Large Knowledge Bases: Knowledge Building and Knowledge Sharing, Amsterdam: IOS Press, 25- 32.
  29. Guarino N., 1997. Understanding, Building and Using Ontologies: A Commentary to "Using Explicit Ontologies in KBS Development", by van Heijst, Schreiber, and Wielinga. International Journal of Human and Computer Studies, 46(2/3), 293-310.
  30. Hollingsworth, D., 2003. Workflow Management Coalition the Workflow Reference Model. l.pdf
  31. Inria, Xyleme : exploitation des données web. eb-xyleme_mn.html
  32. Inria, 2000Présentation du projet ACACIA.
  33. Kassel, G., 2002. OntoSpec : Une méthode de spécification semi informelle d'ontologies. In IC'2002, Actes des 13èmes journées francophones d'Ingénierie des Connaissances, Rouen, 75-87.
  34. Lenat, D. B., and Guha, R. V., 1990. Building large knowledge-based systems, Addison-Wesley Publishing Company, Inc.
  35. Mendes, O., 2003. État de l'art sur les méthodologies d'ingénierie ontologique. Centre de recherche LICEF Montréal, Québec, Canada.
  36. Mizoguchi, R., 1998. A Step Towards Ontological Engineering. In JSAI'98, 12th National Conference on Artificial Intellegence, Journal of Japanese Society for Artificial Intelligence.
  37. Motta, E., 1998. Reusable Components for Knowledge Models. PhD Thesis, Knowledge Media Institute, the Open University, UK.
  38. Mizoguchi R. and Ikeda M. (1996) Towards Ontological Engineering (AI-TR-96-1,). Osaka : ISIR, Osaka University.
  39. Noy N.L. and D.L. McGuiness 2004. Ontology development 101. protégé de developpement/ontology101-noy-mcguiness.html,
  40. Psyché V., Mendes O. and Bourdeau J., 2003.
  41. Roche C. 2004, Condillac Groupé/ontologie/ notreDefinitionEng.asp
  42. Schreiber, G., Wielinga, B., and Jansweijer, W. , 1995. The KAKTUS View on the 'O' Word. In IJCAI'95, Workshop on Basic Ontological Issues in Knowledge Sharing, Montreal, Canada.
  43. Sowa J.F, 2004 K.R Ontology.
  44. Staab, S., Studer R., Schnurr, H. P., and Sure, Y., 2001. Knowledge Processes and Ontologies. IEEE Intelligent Systems, January-February, 26-34.
  45. Studer, R., Benjamins, R., and Fensel, D., 1998. Knowledge Engineering: Principles and Methods. Data Knowledge Engineering .
  46. Swartout, B., Patil R., Knight, K., and Russ T., 1997. Towards Distributed Use of Large-Scale Ontologies. In Spring Symposium Series on Ontological Engineering, 138-148.
  47. Trichet, F. CommOnCV. 2002 Objectifs.html
  48. Uschold, M., and Gruninger, M., 1996. Ontologies: principles, methods, and applications. Knowledge Engineering Review, 11(2), 93-155.
  49. Uschold, M., King, M., Moralee, S., and Zorgios, Y., The Enterprise Ontology, 1998. The Knowledge Engineering Review, Special Issue on Putting Ontologies to Use (eds. Mike Uschold and Austin Tate), Vol. 13.
  50. Uschold, M., 1998. Knowledge Level Modelling: Concepts and Terminology. The Knowledge Engineering Review, 13(1).
  51. Uschold, M., and King, M., 1995. Towards a Methodology for Building Ontologies. In Workshop on Basic Ontological Issues in Knowledge Sharing. IJCAI'95, International Joint Conference on Artificial Intelligence.
  52. Uschold, M., KING, M., Moralee, S., and ZORGIOS, Y., 1997. The Enterprise Ontology.
  53. Van Heijst, G., Schreiber, A. T., and Wielinga, B. J., 1996. Using Explicit Ontologies. In KBS Development. In International Journal of Human and Computer Studies.
  54. Vanwelkenhuysen J. et Mizoguchi R. (1994). Maintaining the workplace context in a knowledge level analysis. Paper presented at the Proc. of JKAW'94, Hatoyama, Japan.
  55. Workplace-Adapted Behaviours: Lessons Learned for Knowledge Reuse. Paper presented at the KB&KS 7895.
  56. Wielinga B. and Schreiber A. (1993). Reusable and sharable knowledge bases: A European perspective. Paper presented at the KB & KS'93, Tokyo.

Paper Citation

in Harvard Style

Ben Sta H., Ben Said L., Ghédira K., Bigand M. and Pierre Bourey J. (2005). CARTOGRAPHIES OF ONTOLOGY CONCEPTS . In Proceedings of the Seventh International Conference on Enterprise Information Systems - Volume 3: ICEIS, ISBN 972-8865-19-8, pages 486-494. DOI: 10.5220/0002529904860494

in Bibtex Style

author={Hatem Ben Sta and Lamjed Ben Said and Khaled Ghédira and Michel Bigand and Jean Pierre Bourey},
booktitle={Proceedings of the Seventh International Conference on Enterprise Information Systems - Volume 3: ICEIS,},

in EndNote Style

JO - Proceedings of the Seventh International Conference on Enterprise Information Systems - Volume 3: ICEIS,
SN - 972-8865-19-8
AU - Ben Sta H.
AU - Ben Said L.
AU - Ghédira K.
AU - Bigand M.
AU - Pierre Bourey J.
PY - 2005
SP - 486
EP - 494
DO - 10.5220/0002529904860494