Skip to main content

Heterogeneous Ontologies and Hybrid Reasoning for Service Robotics: The EASE Framework

  • Conference paper
  • First Online:
ROBOT 2017: Third Iberian Robotics Conference (ROBOT 2017)

Part of the book series: Advances in Intelligent Systems and Computing ((AISC,volume 693))

Included in the following conference series:

Abstract

As robots are expected to accomplish human-level manipulation tasks, the demand for formal knowledge representation techniques and reasoning for robots increases dramatically. In this paper we describe how to make use of heterogeneous ontologies in service robotics. To illustrate the vision, we take the action of pouring as an example.

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 169.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 219.99
Price excludes VAT (USA)
  • Compact, lightweight 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

References

  1. Arp, R., Smith, B., Spear, A.D.: Building Ontologies with Basic Formal Ontology. MIT Press, Cambridge (2015)

    Book  Google Scholar 

  2. Attene, M., Falcidieno, B., Spagnuolo, M.: Hierarchical mesh segmentation based on fitting primitives. Vis. Comput. 22(3), 181–193 (2006)

    Article  Google Scholar 

  3. Bateman, J.A.: Language and Space: a two-level semantic approach based on principles of ontological engineering. Int. J. Speech Tech. 13(1), 29–48 (2010)

    Article  Google Scholar 

  4. Bateman, J.A., Borgo, S., Lüttich, K., Masolo, C., Mossakowski, T.: Ontological modularity and spatial diversity. Spat. Cogn. Comput. 7(1), 97–128 (2007)

    Google Scholar 

  5. Bateman, J.A., Hois, J., Ross, R.J., Tenbrink, T.: A linguistic ontology of space for natural language processing. Artif. Intell. 174(14), 1027–1071 (2010)

    Article  Google Scholar 

  6. Borgo, S., Masolo, C.: Ontological foundations of DOLCE. In: Poli, R., Healey, M., Kameas, A. (eds.) Theory and Applications of Ontology: Computer Applications, pp. 279–296. Springer, Heidelberg (2010)

    Google Scholar 

  7. Codescu, M., Kuksa, E., Kutz, O., Mossakowski, T., Neuhaus, F.: Ontohub: A semantic repository for heterogeneous ontologies. CoRR vol. abs/1612.05028 (2016)

    Google Scholar 

  8. Euzenat, J., Shvaiko, P., et al.: Ontology Matching, vol. 18. Springer, Heidelberg (2007)

    MATH  Google Scholar 

  9. Feldman, J.: Embodied language, best-fit analysis, and formal compositionality. Phys. Life Rev. 7, 385–410 (2010)

    Article  Google Scholar 

  10. Fiorini, S.R., Carbonera, J.L., Gonçalves, P., Jorge, V.A., Rey, V.F., Haidegger, T., Abel, M., Redfield, S.A., Balakirsky, S., Ragavan, V., Li, H., Schlenoff, C., Prestes, E.: Extensions to the core ontology for robotics and automation. Robot. Comput. Integr. Manuf. 33(C), 3–11 (2015)

    Article  Google Scholar 

  11. Gruber, T.R.: A translation approach to portable ontology specifications. Knowl. Acquis. 5(2), 199–220 (1993)

    Article  Google Scholar 

  12. Guarino, N.: The ontological level. In: Casati, R., Smith, B., White, G. (eds.) Philosophy and the Cognitive Sciences, pp. 443–456. Hölder-Pichler-Tempsky, Vienna (1994)

    Google Scholar 

  13. Krüger, N., Geib, C., Piater, J., Petrick, R., Steedman, M., Wörgötter, F., Ude, A., Asfour, T., Kraft, D., Omrčen, D., et al.: Object-action complexes: grounded abstractions of sensory-motor processes. Robot. Auton. Syst. 59(10), 740–757 (2011)

    Article  Google Scholar 

  14. Kunze, L., Roehm, T., Beetz, M.: Towards semantic robot description languages. In: 2011 IEEE International Conference on Robotics and Automation (ICRA), pp. 5589–5595. IEEE (2011)

    Google Scholar 

  15. Kutz, O., Lutz, C., Wolter, F., Zakharyaschev, M.: \(\cal{E}\)-Connections of abstract description systems. Artif. Intell. 156(1), 1–73 (2004)

    Article  MATH  MathSciNet  Google Scholar 

  16. Kutz, O., Mossakowski, T., Lücke, D.: Carnap, goguen, and the hyperontologies: Logical pluralism and heterogeneous structuring in ontology design. Log. Univers. 4(2), 255–333 (2010). special Issue on ‘Is Logic Universal?’

    Article  MATH  MathSciNet  Google Scholar 

  17. Lenat, D.: CYC a large-scale investment in knowledge infrastructure. Commun. ACM 38(11), 33–38 (1995)

    Article  Google Scholar 

  18. Lortal, G., Dhouib, S., Gérard, S.: Integrating ontological domain knowledge into a robotic DSL, pp. 401–414. Springer, Heidelberg (2011 )

    Google Scholar 

  19. Mösenlechner, L., Beetz, M.: Fast temporal projection using accurate physics-based geometric reasoning. In: Proceedings of the IEEE International Conference on Robotics and Automation (ICRA), Karlsruhe, Germany, pp. 1821–1827, 6–10 May 2013

    Google Scholar 

  20. Niles, I., Pease, A.: Toward a standard upper ontology. In: Welty, C., Smith, B. (eds.) Formal Ontology in Information Systems (FOIS 2001), pp. 2–9. IOS Press, Amsterdam (2001)

    Google Scholar 

  21. OMG: The Distributed Ontology, Modeling, and Specification Language (DOL). OMG, Technical Report (2015)

    Google Scholar 

  22. Prestes, E., Carbonera, J.L., Fiorini, S.R., Jorge, V.A.M., Abel, M., Madhavan, R., Locoro, A., GonSalves, P., Barreto, M.E., Habib, M.K., Chibani, A., Grard, S., Amirat, Y., Schlenoff, C.: Towards a core ontology for robotics and automation. Robot. Auton. Syst. 61(11), 1193–1204 (2013)

    Article  Google Scholar 

  23. Schlenoff, C., Prestes, E., Madhavan, R., Goncalves, P., Li, H., Balakirsky, S., Kramer, T., Miguelanez, E.: An IEEE standard ontology for robotics and automation. In: 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), pp. 1337–1342. IEEE (2012)

    Google Scholar 

  24. Talmy, L.: Force dynamics in language and cognition. Cogn. Sci. 12(1), 49–100 (1988)

    Article  Google Scholar 

  25. Tenorth, M., Beetz, M.: KnowRob – A knowledge processing infrastructure for cognition-enabled robots. Int. J. Robot. Res. 32(5), 566–590 (2013)

    Article  Google Scholar 

  26. Tenorth, M., Profanter, S., Balint-Benczedi, F., Beetz, M.: Decomposing CAD models of objects of daily use and reasoning about their functional parts. In: IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Tokyo Big Sight, Japan, pp. 5943–5949, 3–7 November 2013

    Google Scholar 

  27. Varadarajan, K.M., Vincze, M.: AfROB: The affordance network ontology for robots. In: 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), pp. 1343–1350. IEEE (2012)

    Google Scholar 

  28. Wörgötter, F., Agostini, A., Krüger, N., Shylo, N., Porr, B.: Cognitive agents – a procedural perspective relying on the predictability of Object-Action-Complexes (OACs). Robot. Auton. Syst. 57(4), 420–432 (2009)

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to John Bateman .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2018 Springer International Publishing AG

About this paper

Check for updates. Verify currency and authenticity via CrossMark

Cite this paper

Bateman, J., Beetz, M., Beßler, D., Bozcuoğlu, A.K., Pomarlan, M. (2018). Heterogeneous Ontologies and Hybrid Reasoning for Service Robotics: The EASE Framework. In: Ollero, A., Sanfeliu, A., Montano, L., Lau, N., Cardeira, C. (eds) ROBOT 2017: Third Iberian Robotics Conference. ROBOT 2017. Advances in Intelligent Systems and Computing, vol 693. Springer, Cham. https://doi.org/10.1007/978-3-319-70833-1_34

Download citation

  • DOI: https://doi.org/10.1007/978-3-319-70833-1_34

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-70832-4

  • Online ISBN: 978-3-319-70833-1

  • eBook Packages: EngineeringEngineering (R0)

Publish with us

Policies and ethics