Abstract
We consider the consequences on basic reasoning problems of the Krom extension to the description logic dialect \(\mathcal {CFDI}^{\forall -}_{nc}\), that is, of allowing negated primitive concepts on left-hand-sides of inclusion dependencies. Specifically, we show that TBox consistency and concept satisfiability remain in PTIME, but that this extension leads to intractability for both knowledge base consistency and instance retrieval. We then trace the roots of intractability by presenting tight conditions that recover PTIME complexity for both of these problems. The conditions relate to the structure of functional constraints in \(\mathcal {CFDI}^{\forall -}_{nc}\) and to the unique name assumption.
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Notes
- 1.
The widgets, in principle, can support 4-clauses. For 3-CNF we fixed concept membership of one of the objects to B.
References
Artale, A., Calvanese, D., Kontchakov, R., Zakharyaschev, M.: The DL-Lite family and relations. J. AI Res. 36, 1–69 (2009)
Borgida, A., Weddell, G.: Adding uniqueness constraints to description logics. In: Bry, F. (ed.) DOOD 1997. LNCS, vol. 1341, pp. 85–102. Springer, Heidelberg (1997)
Calvanese, D., De Giacomo, G., Lembo, D., Lenzerini, M., Rosati, R.: Path-based identification constraints in description logics. In: Principles of Knowledge Representation and Reasoning, pp. 231–241 (2008)
Calvanese, D., De Giacomo, G., Lenzerini, M.: Identification constraints and functional dependencies in description logics. In: Proceedings of International Joint Conference on Artificial Intelligence (IJCAI), pp. 155–160 (2001)
Ito, M., Weddell, G.: Implication problems for functional constraints on databases supporting complex objects. J. Comput. Syst. Sci. 49(3), 726–768 (1994)
Khizder, V.L., Toman, D., Weddell, G.: On decidability and complexity of description logics with uniqueness constraints. In: Van den Bussche, J., Vianu, V. (eds.) ICDT 2001. LNCS, vol. 1973, pp. 54–67. Springer, Heidelberg (2000)
Schaerf, A.: On the complexity of the instance checking problem in concept languages with existential quantification. J. Intell. Inf. Syst. 2(3), 265–278 (1993)
Toman, D., Weddell, G.: On keys and functional dependencies as first-class citizens in description logics. In: Furbach, U., Shankar, N. (eds.) IJCAR 2006. LNCS (LNAI), vol. 4130, pp. 647–661. Springer, Heidelberg (2006)
Toman, D., Weddell, G.E.: On the interaction between inverse features and path-functional dependencies in description logics. In: Proceedings of International Joint Conference on Artificial Intelligence (IJCAI), pp. 603–608 (2005)
Toman, D., Weddell, G.E.: On keys and functional dependencies as first-class citizens in description logics. J. Aut. Reasoning 40(2–3), 117–132 (2008)
Toman, D., Weddell, G.E.: Applications and extensions of PTIME description logics with functional constraints. In: Proceedings of International Joint Conference on Artificial Intelligence (IJCAI), pp. 948–954 (2009)
Toman, D., Weddell, G.: On adding inverse features to the description logic \({\cal {CFD}}^{\forall }_{nc}\). In: Pham, D.-N., Park, S.-B. (eds.) PRICAI 2014. LNCS, vol. 8862, pp. 587–599. Springer, Heidelberg (2014)
Toman, D., Weddell, G.E.: On the utility of \({\cal CFDI}\). In: Proceedings of the 28th International Workshop on Description Logics (2015)
Weddell, G.: A theory of functional dependencies for object oriented data models. In: International Conference on Deductive and Object-Oriented Databases, pp. 165–184 (1989)
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Toman, D., Weddell, G. (2015). On the Krom Extension of \(\mathcal {CFDI}^{\forall -}_{nc}\) . In: Pfahringer, B., Renz, J. (eds) AI 2015: Advances in Artificial Intelligence. AI 2015. Lecture Notes in Computer Science(), vol 9457. Springer, Cham. https://doi.org/10.1007/978-3-319-26350-2_50
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