{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,5]],"date-time":"2024-09-05T09:42:55Z","timestamp":1725529375988},"publisher-location":"Berlin, Heidelberg","reference-count":52,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540879923"},{"type":"electronic","value":"9783540879930"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2008]]},"DOI":"10.1007\/978-3-540-87993-0_11","type":"book-chapter","created":{"date-parts":[[2009,3,17]],"date-time":"2009-03-17T11:18:24Z","timestamp":1237288704000},"page":"120-133","source":"Crossref","is-referenced-by-count":4,"title":["Loopy Propagation in a Probabilistic Description Logic"],"prefix":"10.1007","author":[{"given":"Fabio Gagliardi","family":"Cozman","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Rodrigo Bellizia","family":"Polastro","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"11_CR1","doi-asserted-by":"publisher","first-page":"191","DOI":"10.1016\/0167-9236(94)90031-0","volume":"11","author":"K.A. Andersen","year":"1994","unstructured":"Andersen, K.A., Hooker, J.N.: Bayesian logic. Decision Support Systems\u00a011, 191\u2013210 (1994)","journal-title":"Decision Support Systems"},{"key":"11_CR2","volume-title":"Description Logic Handbook","author":"F. Baader","year":"2002","unstructured":"Baader, F., Calvanese, D., McGuinness, D.L., Nardi, D., Patel-Schneider, P.F.: Description Logic Handbook. Cambridge University Press, Cambridge (2002)"},{"key":"11_CR3","volume-title":"Representing and Reasoning with Probabilistic Knowledge: A Logical Approach","author":"F. Bacchus","year":"1990","unstructured":"Bacchus, F.: Representing and Reasoning with Probabilistic Knowledge: A Logical Approach. MIT Press, Cambridge (1990)"},{"doi-asserted-by":"crossref","unstructured":"Berners-Lee, T., Hendlers, J., Lassila, O.: The semantic web. In: Scientific American, pp. 34\u201343 (2001)","key":"11_CR4","DOI":"10.1038\/scientificamerican0501-34"},{"issue":"1-2","key":"11_CR5","doi-asserted-by":"publisher","first-page":"353","DOI":"10.1016\/0004-3702(96)00004-5","volume":"82","author":"A. Borgida","year":"1996","unstructured":"Borgida, A.: On the relative expressiveness of description logics and predicate logics. Artificial Intelligence\u00a082(1-2), 353\u2013367 (1996)","journal-title":"Artificial Intelligence"},{"unstructured":"Costa, P.C.G., Laskey, K.B.: PR-OWL: A framework for probabilistic ontologies. In: Conf. on Formal Ontology in Information Systems (2006)","key":"11_CR6"},{"unstructured":"da Costa, P.C.G., Laskey, K.B.: Of Klingons and starships: Bayesian logic for the 23rd century. In: Conf. on Uncertainty in Artificial Intelligence (2005)","key":"11_CR7"},{"key":"11_CR8","doi-asserted-by":"publisher","first-page":"199","DOI":"10.1016\/S0004-3702(00)00029-1","volume":"120","author":"F.G. Cozman","year":"2000","unstructured":"Cozman, F.G.: Credal networks. Artificial Intelligence\u00a0120, 199\u2013233 (2000)","journal-title":"Artificial Intelligence"},{"doi-asserted-by":"crossref","unstructured":"Cozman, F.G., de Campos, C.P., Ferreira da Rocha, J.C.: Probabilistic logic with independence. Int. Journal of Approximate Reasoning (in press, September 7, 2007) doi: 10.1016\/j.ijar.2007.08.002","key":"11_CR9","DOI":"10.1016\/j.ijar.2007.08.002"},{"unstructured":"Polpo de Campos, C., Cozman, F.G., Luna, J.E.O.: Assessing a consistent set of sentences in relational probabilistic logic with stochastic independence. Journal of Applied Logic (to appear)","key":"11_CR10"},{"unstructured":"de Salvo Braz, R., Amir, E., Roth, D.: Lifted first-order probabilistic inference. In: Int. Joint Conf. in Artificial Intelligence (IJCAI) (2005)","key":"11_CR11"},{"unstructured":"de Salvo Braz, R., Amir, E., Roth, D.: MPE and partial inversion in lifted probabilistic variable elimination. AAAI (2006)","key":"11_CR12"},{"key":"11_CR13","series-title":"Studies in Fuzziness and Soft Computing","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-33473-6_1","volume-title":"Soft Computing in Ontologies and Semantic Web","author":"Z. Ding","year":"2006","unstructured":"Ding, Z., Peng, Y., Pan, R.: BayesOWL: Uncertainty modeling in semantic web ontologies. In: Soft Computing in Ontologies and Semantic Web. Studies in Fuzziness and Soft Computing, vol.\u00a0204. Springer, Berlin (2006)"},{"unstructured":"D\u00fcrig, M., Studer, T.: Probabilistic ABox reasoning: preliminary results. In: Description Logics, pp. 104\u2013111 (2005)","key":"11_CR14"},{"key":"11_CR15","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/BF02759729","volume":"2","author":"H. Gaifman","year":"1964","unstructured":"Gaifman, H.: Concerning measures on first-order calculi. Israel Journal of Mathematics\u00a02, 1\u201318 (1964)","journal-title":"Israel Journal of Mathematics"},{"doi-asserted-by":"crossref","unstructured":"Getoor, L., Friedman, N., Koller, D., Taskar, B.: Learning probabilistic models of relational structure. In: Int. Conf. on Machine Learning, pp. 170\u2013177 (2001)","key":"11_CR16","DOI":"10.1007\/978-3-662-04599-2_13"},{"key":"11_CR17","doi-asserted-by":"crossref","DOI":"10.7551\/mitpress\/7432.001.0001","volume-title":"Introduction to Statistical Relational Learning","author":"L. Getoor","year":"2007","unstructured":"Getoor, L., Taskar, B.: Introduction to Statistical Relational Learning. MIT Press, Cambridge (2007)"},{"key":"11_CR18","series-title":"Lecture Notes in Artificial Intelligence","first-page":"86","volume-title":"Logics in Artificial Intelligence","author":"T. Lukasiewicz","year":"2002","unstructured":"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.\u00a02424, pp. 86\u201397. Springer, Heidelberg (2002)"},{"key":"11_CR19","volume-title":"Reasoning about Uncertainty","author":"J.Y. Halpern","year":"2003","unstructured":"Halpern, J.Y.: Reasoning about Uncertainty. MIT Press, Cambridge (2003)"},{"doi-asserted-by":"crossref","unstructured":"Heinsohn, J.: Probabilistic description logics. In: Conf. on Uncertainty in Artificial Intelligence, pp. 311\u2013318 (1994)","key":"11_CR20","DOI":"10.1016\/B978-1-55860-332-5.50044-4"},{"issue":"1","key":"11_CR21","doi-asserted-by":"crossref","first-page":"7","DOI":"10.1016\/j.websem.2003.07.001","volume":"1","author":"I. Horrocks","year":"2003","unstructured":"Horrocks, I., Patel-Schneider, P.F., van Harmelen, F.: From SHIQ and RDF to OWL: The making of a web ontology language. Journal of Web Semantics\u00a01(1), 7\u201326 (2003)","journal-title":"Journal of Web Semantics"},{"doi-asserted-by":"crossref","unstructured":"Hung, E., Getoor, L., Subrahmanian, V.S.: Probabilistic interval XML. ACM Transactions on Computational Logic\u00a08(4) (2007)","key":"11_CR22","DOI":"10.1145\/1276920.1276926"},{"issue":"1","key":"11_CR23","doi-asserted-by":"publisher","first-page":"275","DOI":"10.1016\/j.ijar.2007.09.003","volume":"48","author":"J.S. Ide","year":"2008","unstructured":"Ide, J.S., Cozman, F.G.: Approximate algorithms for credal networks with binary variables. Int. Journal of Approximate Reasoning\u00a048(1), 275\u2013296 (2008)","journal-title":"Int. Journal of Approximate Reasoning"},{"doi-asserted-by":"crossref","unstructured":"Jaeger, M.: Probabilistic reasoning in terminological logics. Principles of Knowledge Representation (KR), pp. 461\u2013472 (1994)","key":"11_CR24","DOI":"10.1016\/B978-1-4832-1452-8.50124-X"},{"key":"11_CR25","first-page":"266","volume-title":"Uncertainty in Artificial Intelligence","author":"M. Jaeger","year":"1997","unstructured":"Jaeger, M.: Relational Bayesian networks. In: Uncertainty in Artificial Intelligence, pp. 266\u2013273. Morgan Kaufmann, San Francisco (1997)"},{"doi-asserted-by":"crossref","unstructured":"Jaeger, M.: Convergence results for relational Bayesian networks. LICS (1998)","key":"11_CR26","DOI":"10.1109\/LICS.1998.705642"},{"key":"11_CR27","volume-title":"Knowledge Representation","author":"M. Jaeger","year":"1998","unstructured":"Jaeger, M.: Reasoning about infinite random structures with relational Bayesian networks. In: Knowledge Representation. Morgan Kaufmann, San Francisco (1998)"},{"unstructured":"Jaimovich, A., Meshi, O., Friedman, N.: Template based inference in symmetric relational Markov random fields. Uncertainty in Artificial Intelligence, Canada. AUAI Press (2007)","key":"11_CR28"},{"key":"11_CR29","doi-asserted-by":"publisher","first-page":"183","DOI":"10.1023\/A:1007665907178","volume":"37","author":"M.I. Jordan","year":"1999","unstructured":"Jordan, M.I., Ghahramani, Z., Jaakkola, T.S.: An introduction to variational methods for graphical models. Machine Learning\u00a037, 183\u2013233 (1999)","journal-title":"Machine Learning"},{"unstructured":"Koller, D., Pfeffer, A.: Object-oriented Bayesian networks. In: Conf. on Uncertainty in Artificial Intelligence, pp. 302\u2013313 (1997)","key":"11_CR30"},{"key":"11_CR31","doi-asserted-by":"crossref","DOI":"10.1017\/CBO9780511612947","volume-title":"Uncertain Inference","author":"H.E. Kyburg Jr.","year":"2001","unstructured":"Kyburg Jr., H.E., Teng, C.M.: Uncertain Inference. Cambridge University Press, Cambridge (2001)"},{"unstructured":"Lukasiewicz, T.: Probabilistic logic programming. In: European Conf. on Artificial Intelligence, pp. 388\u2013392 (1998)","key":"11_CR32"},{"doi-asserted-by":"crossref","unstructured":"Lukasiewicz, T.: Expressive probabilistic description logics. Artificial Intelligence (to appear)","key":"11_CR33","DOI":"10.1016\/j.artint.2007.10.017"},{"doi-asserted-by":"crossref","unstructured":"Lukasiewicz, T., Straccia, U.: Managing uncertainty and vagueness in description logics for the semantic web (submitted, 2008)","key":"11_CR34","DOI":"10.2139\/ssrn.3199411"},{"unstructured":"Milch, B., Marthi, B., Sontag, D., Russell, S., Ong, D.L., Kolobov, A.: BLOG: Probabilistic models with unknown objects. In: IJCAI (2005)","key":"11_CR35"},{"doi-asserted-by":"crossref","unstructured":"Milch, B., Russell, S.: First-order probabilistic languages: into the unknown. In: Int. Conf. on Inductive Logic Programming (2007)","key":"11_CR36","DOI":"10.1007\/978-3-540-73847-3_3"},{"key":"11_CR37","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"501","DOI":"10.1007\/11926078_36","volume-title":"The Semantic Web - ISWC 2006","author":"B. Motik","year":"2006","unstructured":"Motik, B., Horrocks, I., Rosati, R., Sattler, U.: Can OWL and logic programming live together happily ever after? In: Cruz, I., Decker, S., Allemang, D., Preist, C., Schwabe, D., Mika, P., Uschold, M., Aroyo, L.M. (eds.) ISWC 2006. LNCS, vol.\u00a04273, pp. 501\u2013514. Springer, Heidelberg (2006)"},{"issue":"1","key":"11_CR38","doi-asserted-by":"publisher","first-page":"11","DOI":"10.1007\/BF01011714","volume":"10","author":"J. Moussouris","year":"1974","unstructured":"Moussouris, J.: Gibbs and Markov random systems with constraints. Journal of Statistical Physics\u00a010(1), 11\u201333 (1974)","journal-title":"Journal of Statistical Physics"},{"unstructured":"Murphy, K.P., Weiss, Y., Jordan, M.I.: Loopy belief propagation for approximate inference: An empirical study. In: Uncertainty in Artificial Intelligence, pp. 467\u2013475 (1999)","key":"11_CR39"},{"issue":"1","key":"11_CR40","doi-asserted-by":"publisher","first-page":"17","DOI":"10.1142\/S0218488506003819","volume":"14","author":"H. Nottelmann","year":"2006","unstructured":"Nottelmann, H., Fuhr, N.: Adding probabilities and rules to OWL lite subsets based on probabilistic datalog. Int. Journal of Uncertainty, Fuzziness and Knowledge-based Systems\u00a014(1), 17\u201342 (2006)","journal-title":"Int. Journal of Uncertainty, Fuzziness and Knowledge-based Systems"},{"unstructured":"Pfeffer, A., Koller, D.: Semantics and inference for recursive probability models. In: AAAI, pp. 538\u2013544 (2000)","key":"11_CR41"},{"unstructured":"Poole, D.: First-order probabilistic inference. In: Int. Joint Conf. on Artificial Intelligence (IJCAI), pp. 985\u2013991 (2003)","key":"11_CR42"},{"issue":"1-2","key":"11_CR43","doi-asserted-by":"publisher","first-page":"107","DOI":"10.1007\/s10994-006-5833-1","volume":"62","author":"M. Richardson","year":"2006","unstructured":"Richardson, M., Domingos, P.: Markov logic networks. Machine Learning\u00a062(1-2), 107\u2013136 (2006)","journal-title":"Machine Learning"},{"unstructured":"Schild, K.: A correspondence theory for terminological logics: Preliminary report. In: Int. Joint Conf. on Artificial Intelligence, pp. 466\u2013471 (1991)","key":"11_CR44"},{"key":"11_CR45","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/0004-3702(91)90078-X","volume":"48","author":"M. Schmidt-Schauss","year":"1991","unstructured":"Schmidt-Schauss, M., Smolka, G.: Attributive concept descriptions with complements. Artificial Intelligence\u00a048, 1\u201326 (1991)","journal-title":"Artificial Intelligence"},{"key":"11_CR46","first-page":"122","volume-title":"Int. ACM Conf. on Research and Development in Information Retrieval (SIGIR)","author":"F. Sebastiani","year":"1994","unstructured":"Sebastiani, F.: A probabilistic terminological logic for modelling information retrieval. In: Int. ACM Conf. on Research and Development in Information Retrieval (SIGIR), Dublin, Ireland, pp. 122\u2013130. Springer, Heidelberg (1994)"},{"unstructured":"Sigla, P., Domingos, P.: Markov logic in infinite domains. In: Uncertainty in Artificial Intelligence, pp. 368\u2013375. AUAI Press (2007)","key":"11_CR47"},{"unstructured":"Sigla, P., Domingos, P.: Lifted first-order belief propagation. AAAI (2008)","key":"11_CR48"},{"unstructured":"Staker, R.: Reasoning in expressive description logics using belief networks. In: Int. Conf. on Information and Knowledge Engineering, Las Vegas, USA, pp. 489\u2013495 (2002)","key":"11_CR49"},{"unstructured":"Taskar, B., Abbeel, P., Koller, D.: Discriminative probabilistic models for relational data. In: Conf. on Uncertainty in Artificial Intelligence, Edmonton, Canada (2002)","key":"11_CR50"},{"doi-asserted-by":"crossref","unstructured":"Ycart, B., Rousset, M.-C.: A zero-one law for random sentences in description logics. Colloquium on Mathematics and Computer Science (2000)","key":"11_CR51","DOI":"10.1007\/978-3-0348-8405-1_28"},{"unstructured":"Yelland, P.M.: Market analysis using a combination of Bayesian networks and description logics. Technical Report SMLI TR-99-78, Sun Microsystems Laboratories (1999)","key":"11_CR52"}],"container-title":["Lecture Notes in Computer Science","Scalable Uncertainty Management"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-540-87993-0_11.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,4,27]],"date-time":"2021-04-27T11:53:40Z","timestamp":1619524420000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-540-87993-0_11"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2008]]},"ISBN":["9783540879923","9783540879930"],"references-count":52,"URL":"https:\/\/doi.org\/10.1007\/978-3-540-87993-0_11","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2008]]}}}