Skip to main content

Ontological Engineering and the Semantic Web

  • Chapter
Advanced Techniques in Web Intelligence - I

Part of the book series: Studies in Computational Intelligence ((SCI,volume 311))

Abstract

This chapter focuses on ontologies as means of representing knowledge and reason across the various domains. In this chapter, the state of the art in ontology engineering from a number of different perspectives is reviewed ranging from methodologies to manage the ontology lifecycle, from their inception to maintenance, to knowledge representing languages, reasoning methods and technology, and ontology development frameworks. The role of networked ontologies as a new stage in ontology engineering is described, where we transit from isolated information silos to networks of knowledge. Key issues of networked ontologies like modularization, customization and ontology alignment are approached. The different methods, technologies, and frameworks described herein with real life applications using ontologies are illustrated. This chapter is concluded with the introduction of key concepts for future work in ontology engineering and the Semantic Web.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 129.00
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 169.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 169.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Auer, S., Dietzold, S., Riechert, T.: OntoWiki-A Tool for Social, Semantic Collaboration. In: Cruz, I., Decker, S., Allemang, D., Preist, C., Schwabe, D., Mika, P., Uschold, M., Aroyo, L.M. (eds.) ISWC 2006. LNCS, vol. 4273, pp. 736–749. Springer, Heidelberg (2006)

    Chapter  Google Scholar 

  2. Baader, F., Sattler, U.: An overview of tableau algorithms for description logics. Studia Logica 69, 2001 (2000)

    MathSciNet  Google Scholar 

  3. Bao, J., Caragea, D., Honavar, V.: Towards collaborative environments for ontology construction and sharing. In: International Symposium on Collaborative Technologies and Systems (CTS 2006), pp. 99–108 (2006)

    Google Scholar 

  4. Bechhofer, S., van Harmelen, F., Hendler, J., Horrocks, I., McGuinness, D.L., Patel-Schneider, P.F., Stein, L.A.: OWL Web Ontology Language

    Google Scholar 

  5. Berners-Lee, T., Hendler, J., Lassila, O.: The Semantic Web. Scientific American (2001)

    Google Scholar 

  6. Borgida, A., Serafini, L.: Distributed description logics: Directed domain correspondences in federated information sources. In: Meersman, R., Tari, Z., et al. (eds.) CoopIS 2002, DOA 2002, and ODBASE 2002. LNCS, vol. 2519, pp. 36–53. Springer, Heidelberg (2002)

    Chapter  Google Scholar 

  7. Borst, W.N.: Construction of Engineering Ontologies. Centre for Telematic and Information Technology, University of Tweenty, Enschede, The Netherlands (1997)

    Google Scholar 

  8. Bouquet, P., Giunchiglia, F., van Harmelen, F., Serafini, L., Stuckenschmidt, H.: COWL: Contextualizing ontologies. In: Fensel, D., Sycara, K., Mylopoulos, J. (eds.) ISWC 2003. LNCS, vol. 2870, pp. 164–179. Springer, Heidelberg (2003)

    Google Scholar 

  9. European Commission. eEurope 2005 Action Plan (2005)

    Google Scholar 

  10. d’Aquin, M., Schlicht, A., Stuckenschmidt, H., Sabou, M.: Ontology modularization for knowledge selection: Experiments and evaluations. In: Wagner, R., Revell, N., Pernul, G. (eds.) DEXA 2007. LNCS, vol. 4653, pp. 874–883. Springer, Heidelberg (2007)

    Chapter  Google Scholar 

  11. David, J., Guillet, F., Briand, H.: Association rule ontology matching approach. International Journal on Semantic Web and Information Systems 3(2), 27–49 (2007)

    Google Scholar 

  12. Dellschaft, K., Engelbrecht, H., Barreto, J.M., Rutenbeck, S., Staab, S.: The Semantic Web: Research and Applications. In: Cicero: Tracking Design Rationale in Collaborative Ontology Engineering, pp. 782–786. Idea Publishing Group, USA (2008)

    Google Scholar 

  13. Domingue, J.: Tadzebao and WebOnto: Discussing, Browsing, and Editing Ontologies on the Web. In: Proceedings of the 11th Knowledge Acquisition for Knowledge-Based Systems Workshop (1998)

    Google Scholar 

  14. Doran, P., Tamma, V., Iannone, L.: Ontology module extraction for ontology reuse: An ontology engineering perspective. In: Proceedings of the 2007 ACM CIKM International Conference on Information and Knowledge Management (2007)

    Google Scholar 

  15. Farquhar, A., Fikes, R., Rice, J.: Ontolingua Server: a tool for collaborative ontology construction. International Journal of Human-Computers Studies 46(6), 707–727 (1997)

    Article  Google Scholar 

  16. Fernández-López, M., Gómez-Pérez, A., Juristo, N.: METHONTOLOGY: From Ontological Art Towards Ontological Engineering. In: Spring Symposium on Ontological Engineering of AAAI, pp. 33–40. Stanford University, Stanford (1997)

    Google Scholar 

  17. Gómez-Pérez, J.M., Benjamins, V.R., Blázquez, M., Contreras, J., Fernández, M.J., Patón, D., Rodrigo, L.: An Intelligent Search Engine for Online Access to Municipal Services. In: ESTC 2007 (2007)

    Google Scholar 

  18. Gómez-Pérez, J.M., d’Aquin, M., Haase, P.: NeOn - Lifecycle support for Networked Ontologies A Case Study in the Pharmaceutical Domain. In: ESTC 2008 (2009)

    Google Scholar 

  19. Cuenca Grau, B., Horrocks, I., Kazakov, Y., Sattler, U.: A logical framework for modularity of ontologies. In: Proc. of 20th International Joint Conference on Artificial Intelligence (IJCAI 2007), pp. 298–303 (2007)

    Google Scholar 

  20. Cuenca Grau, B., Kutz, O.: Modular ontology languages revisited. In: Workshop on Semantic Web for Collaborative Knowledge Acquisition, SWeCKa 2007 (2007)

    Google Scholar 

  21. Cuenca Grau, B., Parsia, B., Sirin, E.: Working with multiple ontologies on the semantic web. In: McIlraith, S.A., Plexousakis, D., van Harmelen, F. (eds.) ISWC 2004. LNCS, vol. 3298, pp. 620–634. Springer, Heidelberg (2004)

    Google Scholar 

  22. Gruber, T.: A translation approach to portable ontology specifications. Knowledge Acquisition 5, 199–220 (1993)

    Article  Google Scholar 

  23. Guarino, N.: Formal Ontology in Information Systems. In: 1st International Conference on Formal Ontology in Information Systems (FOIS 1998), pp. 3–15 (1998)

    Google Scholar 

  24. Haase, P., Rudolph, S., Wang, Y., Brockmans, S., Palma, R., Euzenat, J., d’Aquin, M.: Networked Ontology Model v1.0

    Google Scholar 

  25. Hitzler, P., Krötzsch, M., Parsia, B., Patel-Schneider, P.F., Rudolph, S.: OWL2 Web Ontology Language

    Google Scholar 

  26. Jean-Mary, Y., Kabuka, M.: ASMOV: Ontology Alignment with Semantic Validation. In: Joint SWDB-ODBIS Workshop, pp. 15–20 (2007)

    Google Scholar 

  27. Kahan, J., Koivunen, M.R., Prud Hommeaux, E., Swick, R.R.: Annotea: an open RDF infrastructure for shared Web annotations. Computer Networks, 589–608 (2002)

    Google Scholar 

  28. Kalyanpur, A., Parsia, B., Sirin, E., Grau, B.C., Hendler, J.: SWOOP: A Web Ontology Editing Browser. In: Web Semantics: Science, Services and Agents on the World Wide Web, pp. 144–153 (2006)

    Google Scholar 

  29. Kaushik, S., Farkas, C., Wijesekera, D., Ammann, P.: An algebra for composing ontologies. In: Formal Ontology in Information Systems, FOIS 2006 (2006)

    Google Scholar 

  30. Kutz, O., Lutz, C., Wolter, F., Zakharyaschev, M.: E-connections of description logics. In: Description Logics Workshop, CEUR-WS, vol. 81 (2003)

    Google Scholar 

  31. Lambrix, P., Tan, H.: SAMBO - a system for aligning and merging biomedical ontologies. Journal of Web Semantics, Special issue on Semantic Web for the Life Sciences 4(3), 196–206 (2006)

    Google Scholar 

  32. Li, K., Xu, B., Wang, P.: An Ontology Mapping Approach Using Web Search Engine. Journal of Southeast University 23(3), 352–356 (2007)

    Google Scholar 

  33. Liikanen, E.: e-Gov and the European Union (2003)

    Google Scholar 

  34. de Cea, G.A., Suárez-Figueroa, M.C., Buil, C., Caracciolo, C., Dzbor, M., Gómez-Pérez, A., Herrrero, G., Lewen, H., Montiel-Ponsoda, E., Presutti, V.: Deliverable D5.3.1 NeOn Development Process and Ontology Life Cycle (August 2007)

    Google Scholar 

  35. MacCartney, B., McIlraith, S., Amir, E., Uribe, T.E.: Practical Partition-Based Theorem Proving for Large Knowledge Bases. In: Proc. of the International Joint Conference on Artificial Intelligence, IJCAI 2003 (2003)

    Google Scholar 

  36. Melnik, S., Bernstein, P.A., Halevy, A.Y., Rahm, E.: A semantics for model management operators (2004)

    Google Scholar 

  37. Melnik, S., Rahm, E., Bernstein, P.A.: Rondo: A programming platform for generic model management. In: SIGMOD, pp. 193–204 (2003)

    Google Scholar 

  38. Nagy, M., Vargas-Vera, M., Motta, E.: DSSim - Managing uncertainty on the Semantic Web. In: Proceedings of the 2nd International Workshop on Ontology Matching (2007)

    Google Scholar 

  39. Neches, R., Fikes, R., Finin, T., Gruber, T., Senator, T., Swartout, W.: Enabling technology for knowledge sharing. AI Magazine 12(3), 36–56 (1991)

    Google Scholar 

  40. Newell, A.: The Knowledge Level. Artificial Intelligence 18(1), 87–127 (1982)

    Article  Google Scholar 

  41. Noy, N.F., Musen, M.A.: Specifying Ontology Views by Traversal. In: McIlraith, S.A., Plexousakis, D., van Harmelen, F. (eds.) ISWC 2004. LNCS, vol. 3298, pp. 713–725. Springer, Heidelberg (2004)

    Google Scholar 

  42. El País. Todos los grandes ayuntamientos tienen web

    Google Scholar 

  43. Pan, J.Z., Serafini, L., Zhao, Y.: Semantic import: An approach for partial ontology reuse. In: Workshop on Modular Ontologies (2006)

    Google Scholar 

  44. Pinto, H.S., Tempich, C., Staab, S.: DILIGENT: Towards a fine-grained methodology for DIstributed, Loosely-controlled and evolvInG Engineering of oNTologies. In: Proceedings of the 16th European Conference on Artificial Intelligence (ECAI 2004), pp. 393–397 (2004)

    Google Scholar 

  45. Seidenberg, J., Rector, A.: Web ontology segmentation: Analysis, classification and use. In: Proceedings of the World Wide Web Conference, WWW 2006 (2006)

    Google Scholar 

  46. Staab, S., Schnurr, H.P., Studer, R., Sure, Y.: Knowledge Processes and Ontologies. IEEE Intelligent Systems 16(1), 26–34 (2001)

    Article  Google Scholar 

  47. Stuckenschmidt, H., Klein, M.C.A.: Structure-based partitioning of large concept hierarchies. In: McIlraith, S.A., Plexousakis, D., van Harmelen, F. (eds.) ISWC 2004. LNCS, vol. 3298, pp. 289–303. Springer, Heidelberg (2004)

    Google Scholar 

  48. Studer, R., Benjamins, R., Fensel, D.: Knowledge Engineering: Principles and Methods. IEEE Transactions on Data and Knowledge Engineering 25(1-2), 161–197 (1998)

    MATH  Google Scholar 

  49. Swartout, B., Patil, R., Knight, K., Russ, T.: Ontosaurus: a tool for browsing and editing ontologies. In: 9th Knowledge Aquisition for Knowledge-based systems Workshop (1996)

    Google Scholar 

  50. Tang, J., Li, J., Liang, B., Huang, X., Li, Y., Wang, K.: Using Bayesian Decision for Ontology Alignment. Journal of Web Semantics 4(4), 243–262 (2006)

    Google Scholar 

  51. Tarabanis, K., Peristeras, V.: Requirements for Transparent Public Services Provision amongst Public Administrations. In: Traunmüller, R., Lenk, K. (eds.) EGOV 2002. LNCS, vol. 2456, pp. 330–337. Springer, Heidelberg (2002)

    Chapter  Google Scholar 

  52. Tudorache, T., Noy, N.: Collaborative Protégé. In: Workshop on Social and Collaborative Construction of Structured Knowledge colocated with WWW 2007 (2007)

    Google Scholar 

  53. Tummarello, G., Morbidoni, C., Nucci, M.: Enabling Semantic Web communities with DBin: an overview. In: Cruz, I., Decker, S., Allemang, D., Preist, C., Schwabe, D., Mika, P., Uschold, M., Aroyo, L.M. (eds.) ISWC 2006. LNCS, vol. 4273, pp. 943–950. Springer, Heidelberg (2006)

    Chapter  Google Scholar 

  54. Volz, R., Oberle, D., Maedche, A.: Towards a Modularized Semantic Web. In: Semantic Web Workshop (2002)

    Google Scholar 

  55. Wiederhold, G.: An algebra for ontology composition. In: Monterey Workshop on Formal Methods (1994)

    Google Scholar 

  56. Zimmermann, A.: Integrated Distributed Description Logics. In: Proc. of the 20th International Workshop on Description Logics, DL 2007 (2007)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2010 Springer-Verlag Berlin Heidelberg

About this chapter

Cite this chapter

Gómez-Pérez, J.M., Ruiz, C. (2010). Ontological Engineering and the Semantic Web. In: Velásquez, J.D., Jain, L.C. (eds) Advanced Techniques in Web Intelligence - I. Studies in Computational Intelligence, vol 311. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-14461-5_8

Download citation

  • DOI: https://doi.org/10.1007/978-3-642-14461-5_8

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-14460-8

  • Online ISBN: 978-3-642-14461-5

  • eBook Packages: EngineeringEngineering (R0)

Publish with us

Policies and ethics