Skip to main content

A New Ontology-Based Approach for Construction of Domain Model

  • Conference paper
  • First Online:
Intelligent Information and Database Systems (ACIIDS 2017)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 10191))

Included in the following conference series:

Abstract

Domain model is one of the most important artefacts in software engineering. It can be built with the use of domain ontologies. The objective of the authors’ research is to elaborate an effective approach to domain model construction based on knowledge extraction from existing ontologies. A significant element of the approach is knowledge extraction algorithm. In this paper, a modified, more flexible version of the extraction algorithm is presented. A comparison of the new algorithm with the old one is conducted based on a case study. Both algorithms produce similar results regarding quality measures. In contrast to the old algorithm, the new is parameterized and therefore can be applied in an incremental way what is a valuable feature.

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 84.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 109.99
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. Dubielewicz, I., Hnatkowska, B., Huzar, Z., Tuzinkiewicz, L.: Domain modeling based on requirements specification and ontology. In: Madeyski, L., Śmiałek, M., Hnatkowska, B., Huzar, Z. (eds.) Software Engineering: Challenges and Solutions. AISC, vol. 504, pp. 31–45. Springer, Heidelberg (2017). doi:10.1007/978-3-319-43606-7_3

    Chapter  Google Scholar 

  2. Hnatkowska, B., Huzar, Z., Dubielewicz, I., Tuzinkiewicz, L.: Development of domain model based on SUMO ontology. In: Zamojski, W., Mazurkiewicz, J., Sugier, J., Walkowiak, T., Kacprzyk, J. (eds.) Theory and Engineering of Complex Systems and Dependability. AISC, vol. 365, pp. 163–173. Springer, Heidelberg (2015). doi:10.1007/978-3-319-19216-1_16

    Chapter  Google Scholar 

  3. Hnatkowska, B., Huzar, Z., Dubielewicz, I., Tuzinkiewicz, L.: Problems of SUMO-Like ontology usage in domain modelling. In: Nguyen, N.T., Attachoo, B., Trawiński, B., Somboonviwat, K. (eds.) ACIIDS 2014. LNCS (LNAI), vol. 8397, pp. 352–363. Springer, Heidelberg (2014). doi:10.1007/978-3-319-05476-6_36

    Chapter  Google Scholar 

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

    Article  Google Scholar 

  5. Guarino, N., Giaretta, P.: Ontologies and knowledge bases towards a terminological clarification. https://csee.umbc.edu/courses/771/papers/KBKS95

  6. Hnatkowska, B.: Towards automatic SUMO to UML translation. In: Kościuczenko P., Śmiałek M. (eds.) From Requirements to Software, Research and Practice, pp. 87–100, Polskie Towarzystwo Informatyczne (2015)

    Google Scholar 

  7. Bogumiła, H., Zbigniew, H., Lech, T., Iwona, D.: Conceptual modeling using knowledge of domain ontology. In: Nguyen, N.T., Trawiński, B., Fujita, H., Hong, T.-P. (eds.) ACIIDS 2016. LNCS (LNAI), vol. 9622, pp. 554–564. Springer, Heidelberg (2016). doi:10.1007/978-3-662-49390-8_54

    Chapter  Google Scholar 

  8. Niles, I., Pease, A.: Linking lexicons and ontologies: mapping wordnet to the suggested upper merged ontology. In: Proceedings of the IEEE International Conference on Information and Knowledge Engineering, pp. 412–416 (2003)

    Google Scholar 

  9. Niles, I., Pease, A.: Toward a standard upper ontology. In: Welty, C., Smith, B. (eds.) Proceedings of the 2nd International Conference on Formal Ontology in Information Systems (FOIS-2001), pp. 2–9 (2001)

    Google Scholar 

  10. Pease, A.: Ontology: A Practical Guide. Articulate Software Press, Angwin (2011)

    Google Scholar 

  11. User stories. https://www.agilealliance.org/glossary/user-stories/

  12. Wikipedia. Suggested upper merged ontology. https://github.com/ontologyportal/sumo/blob/master/Hotel.kif

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Iwona Dubielewicz .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2017 Springer International Publishing AG

About this paper

Cite this paper

Hnatkowska, B., Huzar, Z., Tuzinkiewicz, L., Dubielewicz, I. (2017). A New Ontology-Based Approach for Construction of Domain Model. In: Nguyen, N., Tojo, S., Nguyen, L., Trawiński, B. (eds) Intelligent Information and Database Systems. ACIIDS 2017. Lecture Notes in Computer Science(), vol 10191. Springer, Cham. https://doi.org/10.1007/978-3-319-54472-4_8

Download citation

  • DOI: https://doi.org/10.1007/978-3-319-54472-4_8

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-54471-7

  • Online ISBN: 978-3-319-54472-4

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics