메뉴 건너뛰기




Volumn 5291 LNAI, Issue , 2008, Pages 146-159

Tractable reasoning with bayesian description logics

Author keywords

Bayesian description logics; Bayesian networks; Description logics; DL Lite; Ontologies; Semantic web; Tractable reasoning

Indexed keywords

BAYESIAN; DESCRIPTION LOGIC; DESCRIPTION LOGICS; ONTOLOGIES SEMANTIC WEB; TRACTABLE REASONING;

EID: 77149123336     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-87993-0_13     Document Type: Conference Paper
Times cited : (58)

References (29)
  • 1
    • 0003727420 scopus 로고    scopus 로고
    • Baader, F, Calvanese, D, McGuinness, D, Nardi, D, Patel-Schneider, P.F, eds, Cambridge University Press, Cambridge
    • Baader, F., Calvanese, D., McGuinness, D., Nardi, D., Patel-Schneider, P.F. (eds.): The Description Logic Handbook: Theory, Implementation, and Applications. Cambridge University Press, Cambridge (2003)
    • (2003) The Description Logic Handbook: Theory, Implementation, and Applications
  • 2
    • 29344454351 scopus 로고    scopus 로고
    • Calvanese, D., De Giacomo, G., Lembo, D., Lenzerini, M., Rosati, R.: DL-Lite: Tractable description logics for ontologies. In: Proceedings AAAI 2005, pp. 602-607. AAAI Press/MIT Press (2005)
    • Calvanese, D., De Giacomo, G., Lembo, D., Lenzerini, M., Rosati, R.: DL-Lite: Tractable description logics for ontologies. In: Proceedings AAAI 2005, pp. 602-607. AAAI Press/MIT Press (2005)
  • 3
    • 85182299276 scopus 로고    scopus 로고
    • da Costa, P.C.G., Laskey, K.B.: PR-OWL: A framework for probabilistic ontologies. In: Proceedings FOIS 2006, pp. 237-249. IOS Press, Amsterdam (2006)
    • da Costa, P.C.G., Laskey, K.B.: PR-OWL: A framework for probabilistic ontologies. In: Proceedings FOIS 2006, pp. 237-249. IOS Press, Amsterdam (2006)
  • 4
    • 84884362644 scopus 로고    scopus 로고
    • da Costa, P.C.G., Laskey, K.B., Laskey, K.J.: PR-OWL: A Bayesian ontology language for the Semantic Web. In: Proceedings URSW2005, pp. 23-33 (2005)
    • da Costa, P.C.G., Laskey, K.B., Laskey, K.J.: PR-OWL: A Bayesian ontology language for the Semantic Web. In: Proceedings URSW2005, pp. 23-33 (2005)
  • 5
    • 0038062314 scopus 로고    scopus 로고
    • Complexity and expressive power of logic programming
    • Dantsin, E., Eiter, T., Gottlob, G., Voronkov, A.: Complexity and expressive power of logic programming. ACM Comput. Surv. 33(3), 374-425 (2001)
    • (2001) ACM Comput. Surv , vol.33 , Issue.3 , pp. 374-425
    • Dantsin, E.1    Eiter, T.2    Gottlob, G.3    Voronkov, A.4
  • 7
    • 12344296427 scopus 로고    scopus 로고
    • A probabilistic extension to ontology language OWL
    • Ding, Z., Peng, Y.: A probabilistic extension to ontology language OWL. In: Proceedings HICSS 2004 (2004)
    • (2004) Proceedings HICSS
    • Ding, Z.1    Peng, Y.2
  • 8
    • 33748912213 scopus 로고    scopus 로고
    • Ding, Z., Peng, Y., Pan, R.: BayesOWL: Uncertainty modeling in SemanticWeb ontologies. In:Ma, Z. (ed.) Soft Computing in Ontologies and SemanticWeb. Studies in Fuzziness and Soft Computing, 204, Springer, Heidelberg (2006)
    • Ding, Z., Peng, Y., Pan, R.: BayesOWL: Uncertainty modeling in SemanticWeb ontologies. In:Ma, Z. (ed.) Soft Computing in Ontologies and SemanticWeb. Studies in Fuzziness and Soft Computing, vol. 204, Springer, Heidelberg (2006)
  • 10
    • 85099426911 scopus 로고    scopus 로고
    • Lukasiewicz, T., Giugno, R.: P-SHOQ(D): A Probabilistic Extension of SHOQ(D) for probabilistic ontologies in the Semantic Web. In: Flesca, S., Greco, S., Leone, N., Ianni, G. (eds.) JELIA 2002. LNCS (LNAI), 2424, pp. 86-97. Springer, Heidelberg (2002)
    • Lukasiewicz, T., Giugno, R.: P-SHOQ(D): A Probabilistic Extension of SHOQ(D) for probabilistic ontologies in the Semantic Web. In: Flesca, S., Greco, S., Leone, N., Ianni, G. (eds.) JELIA 2002. LNCS (LNAI), vol. 2424, pp. 86-97. Springer, Heidelberg (2002)
  • 12
    • 0010401207 scopus 로고
    • Probabilistic description logics
    • Morgan Kaufmann, San Francisco 1994
    • Heinsohn, J.: Probabilistic description logics. In: Proceedings UAI 1994, pp. 311-318. Morgan Kaufmann, San Francisco (1994)
    • (1994) Proceedings UAI , pp. 311-318
    • Heinsohn, J.1
  • 13
    • 0141698025 scopus 로고
    • Probabilistic reasoning in terminological logics
    • Morgan Kaufmann, San Francisco 1994
    • Jaeger, M.: Probabilistic reasoning in terminological logics. In: Proceedings KR 1994, pp. 305-316. Morgan Kaufmann, San Francisco (1994)
    • (1994) Proceedings KR , pp. 305-316
    • Jaeger, M.1
  • 14
    • 77149179976 scopus 로고    scopus 로고
    • Jaeger, M.: Probabilistic role models and the guarded fragment. In: Proc. IPMU 2004, pp. 235-242 (2004); Extended version in Int. J. Uncertain. Fuzz., 14(1), 43-60 (2006)
    • Jaeger, M.: Probabilistic role models and the guarded fragment. In: Proc. IPMU 2004, pp. 235-242 (2004); Extended version in Int. J. Uncertain. Fuzz., 14(1), 43-60 (2006)
  • 16
    • 77950982777 scopus 로고    scopus 로고
    • Pronto: A non-monotonic probabilistic description logic reasoner
    • Klinov, P.: Pronto: A non-monotonic probabilistic description logic reasoner. In: System demo at ESWC 2008 (2008)
    • (2008) System demo at ESWC
    • Klinov, P.1
  • 17
    • 0031388389 scopus 로고    scopus 로고
    • Koller, D., Levy, A., Pfeffer, A.: P-CLASSIC: A tractable probabilistic description logic. In: Proceedings AAAI 1997, pp. 390-397. AAAI Press/MIT Press (1997)
    • Koller, D., Levy, A., Pfeffer, A.: P-CLASSIC: A tractable probabilistic description logic. In: Proceedings AAAI 1997, pp. 390-397. AAAI Press/MIT Press (1997)
  • 18
    • 0033342013 scopus 로고    scopus 로고
    • Probabilistic deduction with conditional constraints over basic events
    • Lukasiewicz, T.: Probabilistic deduction with conditional constraints over basic events. J. Artif. Intell. Res. 10, 199-241 (1999)
    • (1999) J. Artif. Intell. Res , vol.10 , pp. 199-241
    • Lukasiewicz, T.1
  • 19
    • 0036108407 scopus 로고    scopus 로고
    • Probabilistic default reasoning with conditional constraints
    • Lukasiewicz, T.: Probabilistic default reasoning with conditional constraints. Ann. Math. Artif. Intell. 34(1-3), 35-88 (2002)
    • (2002) Ann. Math. Artif. Intell , vol.34 , Issue.1-3 , pp. 35-88
    • Lukasiewicz, T.1
  • 20
    • 38649122051 scopus 로고    scopus 로고
    • Expressive probabilistic description logics
    • Lukasiewicz, T.: Expressive probabilistic description logics. Artif. Intell. 172(6/7), 852-883 (2008)
    • (2008) Artif. Intell , vol.172 , Issue.6-7 , pp. 852-883
    • Lukasiewicz, T.1
  • 21
    • 77149179977 scopus 로고    scopus 로고
    • Lukasiewicz, T., Straccia, U.: Managing uncertainty and vagueness in description logics for the Semantic Web. J. Web Sem. (in press)
    • Lukasiewicz, T., Straccia, U.: Managing uncertainty and vagueness in description logics for the Semantic Web. J. Web Sem. (in press)
  • 22
    • 33646412021 scopus 로고    scopus 로고
    • Mitra, P., Noy, N.F., Jaiswal, A.: OMEN: A probabilistic ontology mapping tool. In: Gil, Y., Motta, E., Benjamins, V.R., Musen, M.A. (eds.) ISWC 2005. LNCS, 3729, pp. 537-547. Springer, Heidelberg (2005)
    • Mitra, P., Noy, N.F., Jaiswal, A.: OMEN: A probabilistic ontology mapping tool. In: Gil, Y., Motta, E., Benjamins, V.R., Musen, M.A. (eds.) ISWC 2005. LNCS, vol. 3729, pp. 537-547. Springer, Heidelberg (2005)
  • 23
    • 0022659563 scopus 로고
    • Probabilistic logic
    • Nilsson, N.J.: Probabilistic logic. Artif. Intell. 28(1), 71-88 (1986)
    • (1986) Artif. Intell , vol.28 , Issue.1 , pp. 71-88
    • Nilsson, N.J.1
  • 24
    • 85150403955 scopus 로고    scopus 로고
    • Nottelmann, H., Fuhr, N.: Adding probabilities and rules to OWL Lite subsets based on probabilistic Datalog. Int. J. Uncertain. Fuzz. 14(1), 17-42 (2006)
    • Nottelmann, H., Fuhr, N.: Adding probabilities and rules to OWL Lite subsets based on probabilistic Datalog. Int. J. Uncertain. Fuzz. 14(1), 17-42 (2006)
  • 27
    • 85085238451 scopus 로고    scopus 로고
    • Qualitative probabilistic matching with hierarchical descriptions
    • AAAI Press, Menlo Park 2004
    • Smyth, C., Poole, D.: Qualitative probabilistic matching with hierarchical descriptions. In: Proceedings KR 2004, pp. 479-487. AAAI Press, Menlo Park (2004)
    • (2004) Proceedings KR , pp. 479-487
    • Smyth, C.1    Poole, D.2
  • 28
    • 33750332616 scopus 로고    scopus 로고
    • OntoBayes: An ontology-driven uncertainty model
    • IEEE Computer Society Press, Los Alamitos
    • Yang, Y., Calmet, J.: OntoBayes: An ontology-driven uncertainty model. In: Proceedings IAWTIC 2005, pp. 457-463. IEEE Computer Society Press, Los Alamitos (2005)
    • (2005) Proceedings IAWTIC , pp. 457-463
    • Yang, Y.1    Calmet, J.2
  • 29
    • 35748974771 scopus 로고    scopus 로고
    • An alternative combination of Bayesian networks and description logics
    • Morgan Kaufmann, San Francisco 2000
    • Yelland, P.M.: An alternative combination of Bayesian networks and description logics. In: Proceedings KR 2000, pp. 225-234. Morgan Kaufmann, San Francisco (2000)
    • (2000) Proceedings KR , pp. 225-234
    • Yelland, P.M.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.