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What Are Ontologies Good For?

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Abstract

Ontology, in its original philosophical sense, is a fundamental branch of metaphysics focusing on the study of existence; its objective is to determine what entities and types of entities actually exist and thus to study the structure of the world. In contrast, in computer science an ontology is an engineering artifact, usually a “conceptual model” of (some aspect of) the world, typically formalised as a logical theory. Formalising an ontology using a suitable logic opens up the possibility of using automated reasoning to support both ontology design and deployment. The value of such support has already been demonstrated in medical applications, where it has been used to help repair and enrich ontologies that play an important role in patient care.Even with the aid of reasoning enabled tools, developing and maintaining good quality ontologies is a difficult and costly task, and problems related to the availability of good quality ontologies threaten to limit the deployment of ontology-based information systems. This has resulted in ontology engineers increasingly looking to the philosophy community for possible solutions, and in particular as a source of relevant expertise in the organisation and formalisation of knowledge.

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Notes

  1. 1.

    http://www.loa-cnr.it/DOLCE.html

  2. 2.

    http://www.ontologyportal.org/

  3. 3.

    http://swoogle.umbc.edu/

  4. 4.

    http://sciencecommons.org/projects/data/

  5. 5.

    http://www.obofoundry.org/

References

  1. Batini, C., Lenzerini, M., Navathe, S.B.: A comparative analysis of methodologies for database schema integration. ACM Comput. Surv. 18(4), 323–364 (1986)

    Article  Google Scholar 

  2. Brachman, R.J., Schmolze, J.G.: An overview of the KL-ONE knowledge representation system. Cognit. Sci. 9(2), 171–216 (1985)

    Article  Google Scholar 

  3. Derriere, S., Richard, A., Preite-Martinez, A.: An ontology of astronomical object types for the virtual observatory. In: Proceedings of Special Session 3 of the 26th Meeting of the IAU: Virtual Observatory in Action: New Science, New Technology, and Next Generation Facilities (2006)

    Google Scholar 

  4. Fensel, D., van Harmelen, F., Horrocks, I., McGuinness, D., Patel-Schneider, P.F.: OIL: an ontology infrastructure for the semantic web. IEEE Intell. Syst. 16(2), 38–45 (2001)

    Article  Google Scholar 

  5. Golbreich, C., Zhang, S., Bodenreider, O.: The foundational model of anatomy in OWL: experience and perspectives. J. Web Semant. 4(3), 181–195 (2006)

    Article  Google Scholar 

  6. Goodwin, J.: Experiences of using OWL at the ordnance survey. In: Proceedings of the First OWL Experiences and Directions Workshop. CEUR Workshop Proceedings, vol. 188, CEUR Online Workshop Proceedings (http://ceur-ws.org/) (2005)

  7. Grau, B.C., Horrocks, I., Kazakov, Y., Sattler, U.: Just the right amount: extracting modules from ontologies. In: Proceedings of the Sixteenth International World Wide Web Conference (WWW 2007). ACM Press, New York (2007a)

    Google Scholar 

  8. Grau, B.C., Kazakov, Y., Horrocks, I., Sattler, U.: A logical framework for modular integration of ontologies. In: Proceedings of the 20th International Joint Conference on Artificial Intelligence (IJCAI 2007), pp. 298–303 (2007b)

    Google Scholar 

  9. Haarslev, V., Möller, R.: RACER system description. In: Proceedings of the International Joint Conference on Automated Reasoning (IJCAR 2001). Lecture Notes in Artificial Intelligence, vol. 2083, pp. 701–705. Springer, Berlin (2001)

    Google Scholar 

  10. Hartel, F.W., de Coronado, S., Dionne, R., Fragoso, G., Golbeck, J.: Modeling a description logic vocabulary for cancer research. J. Biomed. Informat. 38(2), 114–129 (2005)

    Article  Google Scholar 

  11. Horrocks, I., Sattler, U.: A tableaux decision procedure for \(\mathcal{S}\mathcal{H}\mathcal{O}\mathcal{I}\mathcal{Q}\). In: Proceedings of the 19th International Joint Conference on Artificial Intelligence (IJCAI 2005), pp. 448–453. Professional Book Center. AAAI Press, Menlo Park (2005)

    Google Scholar 

  12. Horrocks, I., Patel-Schneider, P.F., van Harmelen, F.: Reviewing the design of DAML + OIL: an ontology language for the semantic web. In: Proceedings of the 18th National Conference on Artificial Intelligence (AAAI 2002), pp. 792–797. AAAI Press (2002), ISBN 0-26251-129-0

    Google Scholar 

  13. Horrocks, I., Patel-Schneider, P.F., van Harmelen, F.: From \(\mathcal{S}\mathcal{H}\mathcal{I}\mathcal{Q}\) and RDF to OWL: the making of a web ontology language. J. Web Semant. 1(1), 7–26 (2003) ISSN 1570–8268

    Google Scholar 

  14. Kalyanpur, A., Parsia, B., Sirin, E., Cuenca-Grau, B., Hendler, J.: SWOOP: a web ontology editing browser. J. Web Semant. 4(2) (2005a)

    Google Scholar 

  15. Kalyanpur, A., Parsia, B., Sirin, E., Hendler, J.: Debugging unsatisfiable classes in OWL ontologies. J. Web Semant. 3(4), 243–366 (2005b)

    Article  Google Scholar 

  16. Kershenbaum, A., Fokoue, A., Patel, C., Welty, C., Schonberg, E., Cimino, J., Ma, L., Srinivas, K., Schloss, R., Murdock, J.W.: A view of OWL from the field: use cases and experiences. In: Proceedings of the Second OWL Experiences and Directions Workshop. CEUR Workshop Proceedings, vol. 216 (http://ceur-ws.org/). CEUR (2006)

  17. Knublauch, H., Fergerson, R., Noy, N., Musen, M.: The Protégé OWL Plugin: an open development environment for semantic web applications. In: McIlraith, S.A., Plexousakis, D., van Harmelen, F. (eds.) Proceedings of the 3rd International Semantic Web Conference (ISWC 2004). Lecture Notes in Computer Science, vol. 3298, pp. 229–243. Springer, Berlin (2004), ISBN 3-540-23798-4

    Google Scholar 

  18. Lacy, L., Aviles, G., Fraser, K., Gerber, W., Mulvehill, A., Gaskill, R.: Experiences using OWL in military applications. In: Proceedings of the First OWL Experiences and Directions Workshop. CEUR Workshop Proceedings, vol. 188 (http://ceur-ws.org/). CEUR (2005)

  19. Patel-Schneider, P.F., Hayes, P., Horrocks, I.: OWL Web Ontology Language semantics and abstract syntax, W3C Recommendation, 10 February 2004, URL http://www.w3.org/TR/owl-semantics/

  20. Rector, A., Rogers, J.: Ontological and practical issues in using a description logic to represent medical concept systems: experience from GALEN. In: Reasoning Web, Second International Summer School, Tutorial Lectures. LNCS, vol. 4126, pp. 197–231. Springer, Heidelberg (2006)

    Google Scholar 

  21. Ruttenberg, A., Rees, J., Luciano, J.: Experience using OWL DL for the exchange of biological pathway information. In: Proceedings of the First OWL Experiences and Directions Workshop. CEUR Workshop Proceedings, vol. 188 (http://ceur-ws.org/). CEUR (2005)

  22. Sidhu, A., Dillon, T., Chang, E., Sidhu, B.S.: Protein ontology development using OWL. In: Proceedings of the First OWL Experiences and Directions Workshop. CEUR Workshop Proceedings, vol. 188 (http://ceur-ws.org/). CEUR (2005)

  23. Sirin, E., Parsia, B., Cuenca Grau, B., Kalyanpur, A., Katz, Y.: Pellet: a practical OWL-DL reasoner. J. Web Semant. 5(2), 51–53 (2007)

    Article  Google Scholar 

  24. Soergel, D., Lauser, B., Liang, A., Fisseha, F., Keizer, J., Katz, S.: Reengineering thesauri for new applications: the AGROVOC example. J. Digital Inform. 4(4) (2004)

    Google Scholar 

  25. Spackman, K.: Managing clinical terminology hierarchies using algorithmic calculation of subsumption: experience with SNOMED-RT. J. Am. Med. Informat. Assoc. (2000) Fall Symposium Special Issue

    Google Scholar 

  26. Stevens, R., Baker, P., Bechhofer, S., Ng, G., Jacoby, A., Paton, N.W., Goble, C.A., Brass, A.: Tambis: transparent access to multiple bioinformatics information sources. Bioinformatics 16(2), 184–186 (2000)

    Article  Google Scholar 

  27. SWEET: Semantic web for earth and environmental terminology (SWEET). Jet Propulsion Laboratory, California Institute of Technology (2006), http://sweet.jpl.nasa.gov/

  28. Tsarkov, D., Horrocks, I.: FaCT\(++\) description logic reasoner: system description. In: Proceedings of the International Joint Conference on Automated Reasoning (IJCAR 2006). Lecture Notes in Artificial Intelligence, vol. 4130, pp.  292–297. Springer, Berlin (2006)

    Google Scholar 

  29. Woods, W.A.: What’s in a link: foundations for semantic networks. In: Brachman, R.J., Levesque, H.J. (eds.) Readings in Knowledge Representation, pp. 217–241. Morgan Kaufmann Publishers, San Francisco, California (1985); Previously published In: Bobrow, D.G., Collins, A.M. (eds.) Representation and Understanding: Studies in Cognitive Science, pp. 35–82. Academic, New York (1975)

    Google Scholar 

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Horrocks, I. (2013). What Are Ontologies Good For?. In: Küppers, BO., Hahn, U., Artmann, S. (eds) Evolution of Semantic Systems. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-34997-3_9

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  • DOI: https://doi.org/10.1007/978-3-642-34997-3_9

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