Skip to main content

Restricted Unification in the DL \(\mathcal {FL}_0\)

  • Conference paper
  • First Online:
Frontiers of Combining Systems (FroCoS 2021)

Abstract

Unification in the Description Logic (DL) \(\mathcal {FL}_0\) is known to be ExpTime-complete and of unification type zero. We investigate whether a lower complexity of the unification problem can be achieved by either syntactically restricting the role depth of concepts or semantically restricting the length of role paths in interpretations. We show that the answer to this question depends on whether the number formulating such a restriction is encoded in unary or binary: for unary coding, the complexity drops from ExpTime to PSpace. As an auxiliary result, we prove a PSpace-completeness result for a depth-restricted version of the intersection emptiness problem for deterministic root-to-frontier tree automata. Finally, we show that the unification type of \(\mathcal {FL}_0\) improves from type zero to unitary (finitary) for unification without (with) constants in the restricted setting.

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 64.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 84.99
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

Notes

  1. 1.

    For unary coding, the size of the input k is the number k, whereas for binary coding it is the size of its binary encoding, i.e., \(\log k\).

  2. 2.

    Intuitively, \(\rho \) is the number of different role names occurring in the unification problem and each letter \(i, 1\le i\le \rho \), stands for a role name \(r_i\).

  3. 3.

    https://www.snomed.org/.

  4. 4.

    https://zenodo.org/record/439510.

References

  1. Baader, F.: Unification in commutative theories. J. Symbolic Comput. 8(5), 479–497 (1989)

    Article  MathSciNet  Google Scholar 

  2. Baader, F., Borgwardt, S., Morawska, B.: Constructing SNOMED CT concepts via disunification. LTCS-Report 17–07, Chair for Automata Theory, Institute for Theoretical Computer Science, Technische Universität Dresden, Dresden, Germany (2017). https://lat.inf.tu-dresden.de/research/reports/2017/BaBM-LTCS-17-07.pdf

  3. Baader, F., Fernández Gil, O., Rostamigiv, M.: Restricted unification in the DL \(\cal{FL}_0\) (extended version). LTCS-Report 21–02, Chair of Automata Theory, Institute of Theoretical Computer Science, Technische Universität Dresden, Dresden, Germany (2021). https://lat.inf.tu-dresden.de/research/reports/2021/BaGiRo21.pdf

  4. Baader, F., Mendez, J., Morawska, B.: UEL: unification solver for the description logic \(\cal{EL}\) – system description. In: Gramlich, B., Miller, D., Sattler, U. (eds.) IJCAR 2012. LNCS (LNAI), vol. 7364, pp. 45–51. Springer, Heidelberg (2012). https://doi.org/10.1007/978-3-642-31365-3_6

    Chapter  Google Scholar 

  5. Baader, F., Morawska, B.: Unification in the description logic \(\cal{EL}\). Logical Methods Comput. Sci. 6(3), 350–364 (2010)

    Article  MathSciNet  Google Scholar 

  6. Baader, F., Narendran, P.: Unification of concept terms in description logics. J. Symbolic Comput. 31(3), 277–305 (2001)

    Article  MathSciNet  Google Scholar 

  7. Baader, F., Nutt, W.: Combination problems for commutative/monoidal theories: how algebra can help in equational reasoning. J. Appl. Algebra Eng. Commun. Comput. 7(4), 309–337 (1996)

    Article  Google Scholar 

  8. Baader, F.: Unification theory. In: Schulz, K.U. (ed.) IWWERT 1990. LNCS, vol. 572, pp. 151–170. Springer, Heidelberg (1992). https://doi.org/10.1007/3-540-55124-7_5

    Chapter  Google Scholar 

  9. Balbiani, P., Gencer, C., Rostamigiv, M., Tinchev, T.: About the unification type of \( {K}+\Box \Box \bot \). In: Proceedings of the 34th International Workshop on Unification (UNIF 2020), pp. 4:1–4:6. RISC-Linz (2020)

    Google Scholar 

  10. Jerabek, E.: Blending margins: the modal logic K has nullary unification type. J. Logic Comput. 25(5), 1231–1240 (2015)

    Article  MathSciNet  Google Scholar 

  11. Ajay Kumar Eeralla and Christopher Lynch: Bounded ACh unification. Math. Struct. Comput. Sci. 30(6), 664–682 (2020)

    Article  MathSciNet  Google Scholar 

  12. Levesque, H.J., Brachman, R.J.: Expressiveness and tractability in knowledge representation and reasoning. Comput. Intell. 3, 78–93 (1987)

    Article  Google Scholar 

  13. Narendran, P.: Solving linear equations over polynomial semirings. In: Proceedings of the 11th Annual IEEE Symposium on Logic in Computer Science (LICS 1996), pp. 466–472. IEEE Computer Society (1996)

    Google Scholar 

  14. Nutt, W.: Unification in monoidal theories. In: Stickel, M.E. (ed.) CADE 1990. LNCS, vol. 449, pp. 618–632. Springer, Heidelberg (1990). https://doi.org/10.1007/3-540-52885-7_118

    Chapter  Google Scholar 

  15. Peñaloza, R., Turhan, A.-Y.: A practical approach for computing generalization inferences in \(\cal{EL}\). In: Antoniou, G., et al. (eds.) ESWC 2011. LNCS, vol. 6643, pp. 410–423. Springer, Heidelberg (2011). https://doi.org/10.1007/978-3-642-21034-1_28

    Chapter  Google Scholar 

  16. Seidl, H.: Haskell overloading is DEXPTIME-complete. Inf. Process. Lett. 52, 57–60 (1994)

    Article  MathSciNet  Google Scholar 

  17. Thomas, W.: Automata on infinite objects. In: Handbook of Theoretical Computer Science, volume B, chapter 4, pp. 134–189. Elsevier Science Publishers (North-Holland), Amsterdam (1990)

    Google Scholar 

Download references

Acknowledgements

Franz Baader was partially supported by DFG TRR 248 (cpec, grant 389792660), Oliver Fernández Gil by DFG in project number 335448072, and Maryam Rostamigiv by a DAAD Short-Term Grant, 2021 (57552336). The authors should like to thank Patrick Koopmann for determining the maximal role depth of concepts in ontologies from Bioportal 2017 and in SNOMED CT.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Franz Baader .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2021 Springer Nature Switzerland AG

About this paper

Check for updates. Verify currency and authenticity via CrossMark

Cite this paper

Baader, F., Gil, O.F., Rostamigiv, M. (2021). Restricted Unification in the DL \(\mathcal {FL}_0\). In: Konev, B., Reger, G. (eds) Frontiers of Combining Systems. FroCoS 2021. Lecture Notes in Computer Science(), vol 12941. Springer, Cham. https://doi.org/10.1007/978-3-030-86205-3_5

Download citation

  • DOI: https://doi.org/10.1007/978-3-030-86205-3_5

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-030-86204-6

  • Online ISBN: 978-3-030-86205-3

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics