Skip to main content

Advertisement

Log in

A Geographical Taxonomy for Geo-ontologies

  • Original Paper
  • Published:
Axiomathes Aims and scope Submit manuscript

Abstract

This article intends to provide an overview on the philosophical and geographical background of geo-ontologies and to propose a geographical classification of these ontologies, in response to their increasing diffusion within the contemporary debate. Accordingly, the first two paragraphs are devoted to offer a short introduction to the ontological turn in philosophy and to the development of the ontology of geography, that is that part of the (philosophical) ontology mainly focused on geographic entities and their boundaries, spatial representation, meretopological relations and location. As a second step, this preliminary analysis is taken to be a helpful device in showing some philosophical tools useful for geo-ontologies and in determining whether and what geographical sub-areas can be identified from non-professional geographers. Consequently, paragraphs three and four investigate the emerging of geo-ontologies from the spatial turn and their general aims. Part of this inquiry is dedicated to show some taxonomies derived from the domain of computer and information science and to underline the absence of a classification suitable for spreading geo-ontologies in the geographical debate. As it is, the fifth paragraph is concerned with a taxonomy for geo-ontologies grounded on some fundamental geographical distinctions. The basic idea is that such a taxonomy might best introduce geo-ontologies to the geographical debate that, in turn, might deeply influence the advancement of these ontologies in terms of conceptualizations and trace gradually the guidelines for a classification, in which the development of geo-ontologies would follow all the different sub-disciplines within the same geography.

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

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

Notes

  1. «The Semantic Web can be seen as an evolution of the WWW in which machines can “understand” the meaning of the information and services available on it. This goal is enabled by the usage of languages and technologies that support a description of Web resources in terms of concepts and relations they refer to» (Goy and Magro 2015, p. 7463).

  2. In this context, the term "reality" is used in a broad sense, which includes, for example, physical entities, counterfactual ones, imaginary entities, and so forth (Goy and Magro 2015, p. 7457).

  3. Computer scientists do not actually agree on the meaning of “ontology”. Indeed, in the literature different definitions of the term can be found. See for example: Neches et al. (1991), Gruber (1993), Guarino and Giaretta (1995), Bernaras et al. (1996), Borst (1997), Swartout et al. (1997), Guarino (1998), Studer et al. (1998), Uschold and Jasper (1999), Fikes and Farquhar (1999), Sowa (2000), Smith and Mark (2001), Mentzas (2002), Noy and McGuinness (2003), Smith (2004) and Jaziri and Gargouri (2010).

  4. For an analysis of the proliferation of ontological research in the analytic area, see Martin and Heil (1999). For a classification of the contemporary (philosophical) ontologies, see Runggaldier and Kanzian (1998), D'Agostini (2002) and Varzi (2005).

  5. Cfr. Ferraris (2008).

  6. See also: Smith and Varzi (2000) and Galton (2003).

  7. Moreover, we can also conceive objects and events in terms of predicates assigned to corresponding spatial regions.

  8. See also Simons (1987), Smith and Mark (1998), Casati and Varzi (1999) and Mark et al. (1999).

  9. See also Smith (1994, 1995, 1996).

  10. For an analysis of the connection between mereology and topology and of the notion of mereotopology, see Smith (1995). For an analysis of the relation between the notions of topology and border, see Casati et al. (1998), Smith and Varzi (2000) and Varzi (2007).

  11. Cfr. Berners-Lee et al. (2001).

  12. Cfr. Khun (2005).

  13. About this fast-moving field, see Turner (2006), Goodchild (2007), Boll (2008) and Hudson-Smith and Crooks (2008).

  14. Cfr. Mark (1993), Frank (1997), Smith and Mark (1998), Bittner and Winter (1999), Rodríguez et al. (1999), Bishr and Kuhn (2000), Câmara et al. (2000), Frank (2001), Kuhn (2001), Rodrìguez and Egenhofer (2004), Visser (2004), Kavouras et al. (2005), Janowicz (2006), Euzenat and Shvaiko (2007) and Buccella et al. (2008).

  15. Cfr. Abdelmoty et al. (2005), Ressler et al. (2010), Battle and Kolas (2012), Perry and Herring (2012) and Kyzirakos et al. (2014).

  16. Ontology reuse can be defined as the process in which existing ontological knowledge is used as input to generate new ontologies. It can contribute to a mutual understanding between different communities, and to interoperability, integration and aggregation of data and information (Pâslaru-Bontaş 2007, pp. 41–42).

  17. The study of the ways non-experts conceptualize given domains of reality became a topic of discussion in the final decades of the last century when software developers tried to design virtual spaces which were designed according to objective parameters which differ from human sensation and experience. Such a non-experts conceptualization might help to maximize the usability of corresponding information systems, rendering the results of work in geospatial ontology compatible with the results of ontological investigations of neighboring domains (hanging them together) and yielding robust and tractable standardizations of geographical terms and concepts.

  18. See https://www.w3.org/2005/Incubator/geo/XGR-geo-ont-20071023/#ontologies.

  19. Gibson (2009, p. 218).

  20. This aim of this classification is to guide the reader through the main geo-ontologies of the contemporary debate, analyzing their fundamental, common and distinctive features, and showing the overlaps between different geographical domains. Obviously, the list is not complete and includes the most discussed, reused and quoted geo-ontologies, together with some non strictly geographical ontologies in which some geographical aspects are described.

  21. In Tambassi and Magro (2015), Tambassi (2016), I name this kind of geo-ontologies Geomatics, topological and geometrical ontologies. Now I think that Spatial ontologies best captures the content of this category in the simplest way.

  22. Cfr. Casati et al. (1998).

  23. See for example: Egenhofer and Mark (1995), Geus and Thiering (2014).

  24. See for example Smith and Mark (2001).

References

  • Abdelmoty AI, Smart PD, Jones CB (2005) A critical evaluation of ontology languages for geographic information retrieval on the internet. J Vis Lang Comput 16(4):331–358

    Article  Google Scholar 

  • Battle R, Kolas D (2012) Enabling the geospatial semantic web with parliament and GeoSPARQL. Semant Web 3(4):355–370

    Google Scholar 

  • Benjamins VR, Gómez-Pérez A (1999) Knowledge-system technology: ontologies and problem-solving methods. Department of Social Science Informatics, University of Amsterdam. http://hcs.science.uva.nl/usr/richard/pdf/kais.pdf

  • Bernaras A, Laresgoiti I, Corera J (1996) Building and reusing ontologies for electrical network applications. Proceedings of the European conference on artificial intelligence (ECAI_96). Budapest, Hungary, pp 298–302

  • Berners-Lee T, Hendler J, Lassila O (2001) The semantic web. Sci Am 284:29–37

    Article  Google Scholar 

  • Bishr Y (2007) Overcoming the semantic and other barriers to GIS interoperability: seven years on. In: Fischer P (ed) Classics from IJGIS. Twenty years of the international journal of geographical information science and systems. CRC Press, Boca-Raton

    Google Scholar 

  • Bishr YA, Kuhn W (2000) Ontology-based modelling of geospatial information. In: Ostman A, Gould M, Sarjakoski T (eds) Proceedings of the 3rd AGILE conference on geographic information science. Helsinki, 25–27 May 2000, pp 24–27

  • Bittner T, Winter S (1999) On ontology in image analysis in integrated spatial databases. In: Agouris P, Stefanidis A (eds) Integrated spatial databases: digital images and GIS, Lecture notes in computer science, vol 1737. Springer, Berlin, pp 168–191

    Chapter  Google Scholar 

  • Boll S et al (eds) (2008) LOCWEB’08: proceedings of the first international workshop on location and the web. ACM, New York

    Google Scholar 

  • Borst WN (1997) Construction of engineering ontologies, Centre for Telematica and Information Technology, University of Twente, Enschede, The Netherlands

  • Buccella A, Perez L, Cechich A (2008) GeoMergeP: Supporting an ontological approach to geographic information integration. In: International conference of the chilean computer science society. http://disi.unitn.it/~p2p/RelatedWork/Matching/bucc-perbel-cech08p.pdf

  • Bullinger A (2008) Innovation and ontologies. Structuring the early stages of innovation management. Gabler, Wiesbaden

    Google Scholar 

  • Câmara G, Monteiro A, Paiva J, Souza R (2000) Action-driven ontologies of the geographical space: Beyond the field-object debate. In: GIScience 2000—program of the first international conference on geographic information science Savannah, 28–31 October 2000, pp 52–54

  • Casati R, Varzi AC (1999) Parts and Places. MIT Press, Cambridge

    Google Scholar 

  • Casati R, Smith B, Varzi AC (1998) Ontological Tools for Geographic Representation. In: Guarino N (ed) Formal ontology in information systems. IOS Press, Amsterdam, pp 77–85

    Google Scholar 

  • D’Agostini F (2002) Che cosa è la filosofia analitica? In: D’Agostini F, Vassallo N (eds) Storia della filosofia analitica. Einaudi, Torino, pp 3–76

    Google Scholar 

  • Egenhofer M, Mark DM (1995) Naive geography. In: Frank AU, Kuhn W (eds) Spatial information theory: a theoretical basis for GIS. Proceedings of the second international conference. Springer, Berlin, pp 1–15

    Google Scholar 

  • Euzenat J, Shvaiko P (2007) Ontology matching. Springer, Heidelberg

    Google Scholar 

  • Ferraris M (ed) (2008) Storia dell’ontologia. Bompiani, Milano

    Google Scholar 

  • Fikes R, Farquhar A (1999) Distributed repositories of highly expressive reusable ontologies. IEEE intell syst 14(2):73–79

    Article  Google Scholar 

  • Frank A (1997) Spatial ontology. In: Stock O (ed) Spatial and temporal reasoning. Kluwer Academic, Dordrecht, pp 135–153

    Chapter  Google Scholar 

  • Frank A (2001) Tiers of ontology and consistency constraints in geographical information systems. Int J Geogr Inf Sci 15(7):667–678

    Article  Google Scholar 

  • Galton A (2003) On the ontological status of geographical boundaries. In: Duckham M, Goodchild MG, Worboys MF (eds) Foundation of geographic information science. Taylor & Francis, London, pp 151–171

    Chapter  Google Scholar 

  • Geus K, Thiering M (2014) Common sense geography and mental modelling: setting the stage. In: Geus K, Thiering M (eds) Features of Common Sense Geography. Implicit knowledge structures in ancient geographical texts. LIT Verlag, Wien

    Google Scholar 

  • Gibson C (2009) Human geography. In: Kitchin R, Thrift N (eds) The international encyclopedia of human geography. Elsevier, Oxford, pp 218–231

    Chapter  Google Scholar 

  • Gómez-Pérez A, Fernández-López M, Corcho O (2004) Ontological engineering: with examples from the areas of knowledge management, E-commerce and the semantic web. Springer, Berlin

    Google Scholar 

  • Goodchild M (2007) Citizens as sensors: the world of volunteered geography. http://www.ncgia.ucsb.edu/projects/vgi/docs/position/Goodchild_VGI2007.pdf

  • Goy A, Magro D (2015) What are ontologies useful for? In: Encyclopedia of information science and technology, IGI Global, pp 7456–7464

  • Gruber TR (1993) A translation approach to portable ontology specifications. Knowl Acquis 5(2):199–220

    Article  Google Scholar 

  • Guarino N (1998) Formal ontology and information systems. In: Proceedings of FOIS’98. Trento, Italy. IOS Press, Amsterdam, 06–08 June 1998, pp 3–15

  • Guarino N, Giaretta P (1995) Ontologies and Knowledge bases—towards a terminological clarification. In: Mars NJ (ed) Towards very large knowledge bases—knowledge building and knowledge sharing. IOS Press, Amsterdam, pp 25–32

    Google Scholar 

  • Hudson-Smith A, Crooks A (2008) The renaissance of geographic information: neogeography, gaming and second life. CASA working paper 142, centre for advanced spatial analysis, University College London, London. http://www.bartlett.ucl.ac.uk/casa/pdf/paper142.pdf

  • Janowicz K (2006) Sim-dl: towards a semantic similarity measurement theory for the description logic CNR in geographic information retrieval. OTM Workshops 2:1681–1692

    Google Scholar 

  • Jaziri W, Gargouri F (2010) Ontology theory, management and design: an Overview and Future Directions. In: Gargouri F, Jaziri W (eds) Ontology theory, management and design: advanced tools and models. Information Science Reference, Hershey (PA)

    Chapter  Google Scholar 

  • Kavouras M, Kokla M, Tomai E (2005) Comparing categories among geographic ontologies. Comput Geosci 31(2):145–154

    Article  Google Scholar 

  • Khun W (2005) Geospatial semantics: why, of what, and how ? In: Spaccapietra S, Zimányi E (eds) Journal on data semantics, vol 3. Springer, Heidelberg, pp 1–24

    Google Scholar 

  • Kuhn W (2001) Ontologies in support of activities in geographical space. Int J Geogr Inf Sci 15(7):613–631

    Article  Google Scholar 

  • Kyzirakos K, Vlachopoulos I, Savva D, Manegold S, Koubarakis M (2014) GeoTriples: a tool for publishing geospatial data as RDF graphs using R2RML mappings. In: Proceedings of the 13th international semantic web conference, poster and demonstration track, pp 393–396

  • Lassila O, McGuinness DL (2001) The Role of frame-based representation on the semantic web. Technical Report Knowledge Systems Laboratory. No. 01-02, Stanford

  • Mark DM (1993) Toward a theoretical framework for geographic entity types. In: Frank A, Campari I (eds) Spatial information theory, Lectures Notes in Computer Science, vol 716. Springer, Berlin, pp 270–283

    Google Scholar 

  • Mark DM, Smith B, Tversky B (1999) Ontology and geographic objects: an empirical study of cognitive categorization. In: Freksa C, Mark DM (eds) Spatial information theory. cognitive and computational foundations of geographic information science. International conference COSIT’99 Stade, Germany, Proceedings, 25–29 August 1999, Springer, Berlin, pp 283–298

  • Martin CB, Heil J (1999) The ontological turn. In: French PA, Wettstein HK (eds) New directions in philosophy, midwest studies in philosophy, vol 23, pp 34–60

  • Mentzas G (2002) Knowledge asset management: beyond the process-centered and productcentered approaches. Springer, Berlin

    Google Scholar 

  • Mizoguchi R (2003) Tutorial on ontological engineering: part 01: introduction to ontological engineering. New Gener Comput 21(4):365–384

    Article  Google Scholar 

  • Mizoguchi R, Vanwelkenhuysen J, Ikeda M (1995) Task ontology for reuse of problem solving knowledge. In: Mars NJ (ed) Towards very large knowledge bases—knowledge building and knowledge sharing. IOS Press, Amsterdam, pp 46–57

    Google Scholar 

  • Neches R, Fikes RE, Finin T, Gruber TR, Senator T, Swartout WR (1991) Enabling technology for knowledge sharing. AI Mag 12(3):36–56

    Google Scholar 

  • Noy NF, McGuinness DL (2003) Ontology development 101: a guide to creating your first ontology. Stanford University, Stanford (CA)

    Google Scholar 

  • Pâslaru-Bontaş E (2007) A contextual approach to ontology reuse. Methodology, methods and tools for the semantic web, Ph.D. thesis. Department of Mathematics and Computer Science, Freien Universitat, Berlin

  • Pattinson WD (1963) The four traditions of geography. J Geogr 63(5):211–216

    Article  Google Scholar 

  • Perry M, Herring J (eds) (2012) OGC GeoSPARQL—a geographic query language for RDF data. OGC© Standard

  • Ressler J, Dean M, Kolas D (2010) Geospatial ontology trade study. In: Obrst L, Janssen T, Ceusters W (eds) Frontiers in artificial intelligence and applications. IOS Press, Amsterdam

    Google Scholar 

  • Rodrìguez M, Egenhofer M (2004) Comparing geospatial entity classes: an asymmetric and context-dependent similarity measure. Int J Geogr Inf Sci 18(3):229–256

    Article  Google Scholar 

  • Rodríguez A, Egenhofer M, Rugg R (1999) Assessing semantic similarity among geospatial feature class definitions. In: Vckovski A, Brassel K, Schek H-J (eds) Interoperating geographic information systems (second international conference, INTEROP’99, Zurich, 10–12 March 1999), Lecture Notes in Computer Science, vol 1580. Springer, Berlin, pp 1–16

  • Runggaldier E, Kanzian C (1998) Grundprobleme der analytischen ontologie. Verlag Ferdinand Schöning, Paderborn

    Google Scholar 

  • Sala M (2009) Geography. In: Sala M (ed) Geography. Encyclopedia of life support systems. EOLSS Publisher, Oxford, pp 1–56

    Google Scholar 

  • Simons P (1987) Parts: an essay in ontology. Clarendon Press, Oxford

    Google Scholar 

  • Smith B (1994) Fiat objects. In: Guarino N, Pribbenow S, Vieu L (eds) Parts and wholes: conceptual part-whole relations and formal mereology. Proceedings of the ECAI94 workshop. ECCAI, Amsterdam pp 15–23

  • Smith B (1995) On drawing lines on a map. In: Frank A, Kuhn W (eds) Spatial information theory—a theoretical basis for gis. proceedings, international conference Cosit’95, Semmering, Austria, September 21–23, 1995, Lecture notes in computer science, vol. 988, Berlin, Springer, pp 475–484

  • Smith B (1996) Mereotopology: a theory of parts and boundaries. Data Knowl Eng 20:287–303

    Article  Google Scholar 

  • Smith B (2004) Ontology. In: Floridi L (ed) The Blackwell guide to the philosophy of computing and information. Blackwell, Malden, pp 155–166

    Google Scholar 

  • Smith B, Mark DM (1998) Ontology and geographic kinds. In: Poiker TK, Chrisman N (eds) Proceedings of the eighth international symposium on spatial data handling. International Geographical Union, Burnaby, British Columbia, pp 308–320

  • Smith B, Mark DM (2001) Geographical categories: an ontological investigation. Int J Geogr Inf Sci 15(7): 591–612. http://idwebhost-202-147.ethz.ch/Courses/geog231/SmithMark_GeographicalCategories_IJGIS2001@2005-10-19T07%3B30%3B52.pdf

  • Smith B, Varzi AC (2000) Fiat and bona fide boundaries. Philos Phenomenol Res 60(2):401–420

    Article  Google Scholar 

  • Sowa JF (2000) Guided tour of ontology. http://www.jfsowa.com/ontology/guided.htm

  • Studer R, Benjamins VR, Fensel D (1998) Knowledge engineering: principles and methods. IEEE Trans Data Knowl Eng 25(1–2):161–197

    Article  Google Scholar 

  • Swartout B, Ramesh P, Knight K, Russ T (1997) Toward distributed use of large-scale ontologies. In: AAAI symposium on ontological engineering, Stanford (CA)

  • Tambassi T (2016) Rethinking geo-ontologies from a philosophical point of view. J Read (forthcoming)

  • Tambassi T, Magro D (2015) Ontologie informatiche della geografia. Una sistematizzazione del dibattito contemporaneo. Rivista di Estetica 58:191–205

    Article  Google Scholar 

  • Turner AJ (2006) Introduction to NeoGeography, Sebastopol (CA), O’Reilly Media Inc. http://pcmlp.socleg.ox.ac.uk/sites/pcmlp.socleg.ox.ac.uk/files/Introduction_to_Neogeography.pdf

  • Uschold M, Grueninger M (1996) Ontologies: principles, methods and applications. Technical report of the artificial intelligence applications institute, No. 191. Edinburgh, Scotland

  • Uschold M, Jasper R (1999) A framework for understanding and classifying ontology applications. Proceedings of the IJCAI99 workshop on ontologies and problem-solving method. Stockholm, Sweden

  • van Heijst G, van der Spek R, Kruizinga E (1996) Organizing corporate memories. In: Gaines B, Musen MA (eds) Tenth knowledge acquisition for knowledge-based systems workshop (KAW 96). Banff, Canada, 9–14 Nov 1996, pp 42.1–42.17

  • Varzi AC (2005) Ontologia. Rome-Bari, Laterza

    Google Scholar 

  • Varzi AC (2007) Spatial reasoning and ontology: parts, wholes and location. In: Aiello M, Pratt-Hartmann I, van Benthem J (eds) Handbook of spatial logics. Springer, Berlin, pp 945–1038

    Chapter  Google Scholar 

  • Varzi AC (2011) On doing ontology without metaphysics. Philos Perspect 25:407–423

    Article  Google Scholar 

  • Visser U (2004) Intelligent information integration for the semantic web. In: Lecture notes computer science, vol 3159, Springer, Heidelberg

  • Warf B, Arias S (eds) (2009) The spatial turn interdisciplinary perspectives. Routledge, London

    Google Scholar 

Download references

Acknowledgments

Parts of this article draw on previous material. In particular, Sects. 1 and 2 have some overlaps with Tambassi (2016) while Sect. 5 has some overlaps with Tambassi and Magro (2015) and Tambassi (2016). Thanks are due to Maurizio Lana, Giulia Lasagni, Diego Magro and Achille Varzi for providing comments and feedback, and for their invaluable support.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Timothy Tambassi.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Tambassi, T. A Geographical Taxonomy for Geo-ontologies. Axiomathes 27, 355–374 (2017). https://doi.org/10.1007/s10516-016-9309-z

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10516-016-9309-z

Keywords

Navigation