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Volumn 5327 LNAI, Issue , 2008, Pages 1-25

Just add weights: Markov logic for the semantic web

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER CIRCUITS; FORMAL LOGIC; INDUCTIVE LOGIC PROGRAMMING (ILP); INFERENCE ENGINES; LEARNING ALGORITHMS; MARKOV CHAINS; OPEN SOURCE SOFTWARE; OPEN SYSTEMS;

EID: 58449123100     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-89765-1_1     Document Type: Conference Paper
Times cited : (25)

References (52)
  • 2
    • 0000582521 scopus 로고
    • Statistical analysis of non-lattice data
    • Besag, J.: Statistical analysis of non-lattice data. The Statistician 24, 179-195(1975)
    • (1975) The Statistician , vol.24 , pp. 179-195
    • Besag, J.1
  • 4
    • 85127836544 scopus 로고    scopus 로고
    • Discriminative training methods for hidden Markov models: Theory and experiments with perceptron algorithms
    • Philadelphia, PA, pp, ACL
    • Collins, M.: Discriminative training methods for hidden Markov models: Theory and experiments with perceptron algorithms. In: Proceedings of the 2002 Conference on Empirical Methods in Natural Language Processing, Philadelphia, PA, pp.1-8. ACL (2002)
    • (2002) Proceedings of the 2002 Conference on Empirical Methods in Natural Language Processing , pp. 1-8
    • Collins, M.1
  • 11
    • 0003860037 scopus 로고    scopus 로고
    • Gilks, W.R, Richardson, S, Spiegelhalter, D.J, eds, Chapman and Hall, London
    • Gilks, W.R., Richardson, S., Spiegelhalter, D.J. (eds.): Markov Chain Monte Carlo in Practice. Chapman and Hall, London (1996)
    • (1996) Markov Chain Monte Carlo in Practice
  • 13
    • 0041849711 scopus 로고    scopus 로고
    • A general stochastic approach to solving problems with hard and soft constraints
    • Gu, D, Du, J, Pardalos, P, eds, American Mathematical Society, New York
    • Kautz, H., Selman, B., Jiang, Y.: A general stochastic approach to solving problems with hard and soft constraints. In: Gu, D., Du, J., Pardalos, P. (eds.) The Satisfiability Problem: Theory and Applications, pp. 573-586. American Mathematical Society, New York (1997)
    • (1997) The Satisfiability Problem: Theory and Applications , pp. 573-586
    • Kautz, H.1    Selman, B.2    Jiang, Y.3
  • 16
    • 33749545442 scopus 로고    scopus 로고
    • The Alchemy system for statistical relational AI
    • Technical report, Department of Computer Science and Engineering, University of Washington, Seattle, Seattle, WA
    • Kok, S., Sumner, M., Richardson, M., Singla, P., Poon, H., Lowd, D., Domingos, P.: The Alchemy system for statistical relational AI. Technical report, Department of Computer Science and Engineering, University of Washington, Seattle, WA (2007), http://alchemy.cs.Washington.edu
    • (2007)
    • Kok, S.1    Sumner, M.2    Richardson, M.3    Singla, P.4    Poon, H.5    Lowd, D.6    Domingos, P.7
  • 17
    • 0034172374 scopus 로고    scopus 로고
    • Wrapper induction: Efficiency and expressiveness
    • Kushmerick, N.: Wrapper induction: Efficiency and expressiveness. Artificial intelligence 118(1-2), 15-68 (2000)
    • (2000) Artificial intelligence , vol.118 , Issue.1-2 , pp. 15-68
    • Kushmerick, N.1
  • 20
    • 33646887390 scopus 로고
    • On the limited memory BFGS method for large scale optimization
    • Liu, D.C., Nocedal, J.: On the limited memory BFGS method for large scale optimization. Mathematical Programming 45(3), 503-528 (1989)
    • (1989) Mathematical Programming , vol.45 , Issue.3 , pp. 503-528
    • Liu, D.C.1    Nocedal, J.2
  • 22
    • 38049174896 scopus 로고    scopus 로고
    • Lowd, D., Domingos, P.: Efficient weight learning for Markov logic networks. In: Kok, J.N., Koronacki, J., Lopez de Mantaras, R., Matwin, S., Mladenič, D., Skowron, A. (eds.) PKDD 2007. LNCS, 4702, pp. 200-211. Springer, Heidelberg (2007)
    • Lowd, D., Domingos, P.: Efficient weight learning for Markov logic networks. In: Kok, J.N., Koronacki, J., Lopez de Mantaras, R., Matwin, S., Mladenič, D., Skowron, A. (eds.) PKDD 2007. LNCS, vol. 4702, pp. 200-211. Springer, Heidelberg (2007)
  • 23
    • 0006407254 scopus 로고    scopus 로고
    • WinBUGS - a Bayesian modeling framework: Concepts, structure, and extensibility
    • Lunn, D. J., Thomas, A., Best, N., Spiegelhalter, D.: WinBUGS - a Bayesian modeling framework: concepts, structure, and extensibility. Statistics and Computing 10, 325-337 (2000)
    • (2000) Statistics and Computing , vol.10 , pp. 325-337
    • Lunn, D.J.1    Thomas, A.2    Best, N.3    Spiegelhalter, D.4
  • 24
    • 58449111177 scopus 로고    scopus 로고
    • Personal communication
    • Matuszek, C., Witbrock, M.: Personal communication (2006)
    • (2006)
    • Matuszek, C.1    Witbrock, M.2
  • 26
    • 0027205884 scopus 로고
    • A scaled conjugate gradient algorithm for fast supervised learning
    • Møller, M.: A scaled conjugate gradient algorithm for fast supervised learning. Neural Networks 6, 525-533 (1993)
    • (1993) Neural Networks , vol.6 , pp. 525-533
    • Møller, M.1
  • 27
    • 0030737325 scopus 로고    scopus 로고
    • Answering queries from context-sensitive probabilistic knowledge bases
    • Ngo, L., Haddawy, P.: Answering queries from context-sensitive probabilistic knowledge bases. Theoretical Computer Science 171, 147-177 (1997)
    • (1997) Theoretical Computer Science , vol.171 , pp. 147-177
    • Ngo, L.1    Haddawy, P.2
  • 32
    • 33750705605 scopus 로고    scopus 로고
    • Sound and efficient inference with probabilistic and deterministic dependencies
    • Boston, MA, pp, AAAI Press, Menlo Park
    • Poon, H., Domingos, P.: Sound and efficient inference with probabilistic and deterministic dependencies. In: Proceedings of the Twenty-First National Conference on Artificial Intelligence, Boston, MA, pp. 458-463. AAAI Press, Menlo Park (2006)
    • (2006) Proceedings of the Twenty-First National Conference on Artificial Intelligence , pp. 458-463
    • Poon, H.1    Domingos, P.2
  • 34
    • 0001172265 scopus 로고
    • Learning logical definitions from relations
    • Quinlan, J.R.: Learning logical definitions from relations. Machine Learning 5, 239-266 (1990)
    • (1990) Machine Learning , vol.5 , pp. 239-266
    • Quinlan, J.R.1
  • 35
    • 0242308058 scopus 로고    scopus 로고
    • Richardson, M., Agrawal, R., Domingos, P.: Trust management for the Semantic Web. In: Fensel, D., Sycara, K.P., Mylopoulos, J. (eds.) ISWC 2003. LNCS, 2870, pp. 351-368. Springer, Heidelberg (2003)
    • Richardson, M., Agrawal, R., Domingos, P.: Trust management for the Semantic Web. In: Fensel, D., Sycara, K.P., Mylopoulos, J. (eds.) ISWC 2003. LNCS, vol. 2870, pp. 351-368. Springer, Heidelberg (2003)
  • 37
    • 84873434190 scopus 로고    scopus 로고
    • Riedel, S., Klein, E.: Genic interaction extraction with semantic and syntactic chains. In: Proceedings of the Fourth Workshop on Learning Language in Logic, Bonn, Germany, pp. 69-74. IMLS (2005)
    • Riedel, S., Klein, E.: Genic interaction extraction with semantic and syntactic chains. In: Proceedings of the Fourth Workshop on Learning Language in Logic, Bonn, Germany, pp. 69-74. IMLS (2005)
  • 38
    • 84918983692 scopus 로고
    • A machine-oriented logic based on the resolution principle
    • Robinson, J.A.: A machine-oriented logic based on the resolution principle. Journal of the ACM 12, 23-41 (1965)
    • (1965) Journal of the ACM , vol.12 , pp. 23-41
    • Robinson, J.A.1
  • 39
    • 0030120958 scopus 로고    scopus 로고
    • On the hardness of approximate reasoning
    • Roth, D.: On the hardness of approximate reasoning. Artificial Intelligence 82, 273-302 (1996)
    • (1996) Artificial Intelligence , vol.82 , pp. 273-302
    • Roth, D.1
  • 40
    • 29344465423 scopus 로고    scopus 로고
    • Singla, P., Domingos, P.: Discriminative training of Markov logic networks. In:Proceedings of the Twentieth National Conference on Artificial Intelligence, Pittsburgh, PA, pp. 868-873. AAAI Press, Menlo Park (2005)
    • Singla, P., Domingos, P.: Discriminative training of Markov logic networks. In:Proceedings of the Twentieth National Conference on Artificial Intelligence, Pittsburgh, PA, pp. 868-873. AAAI Press, Menlo Park (2005)
  • 45
    • 2542454374 scopus 로고    scopus 로고
    • The Aleph manual
    • Technical report, Computing Laboratory, Oxford University
    • Srinivasan, A.: The Aleph manual. Technical report, Computing Laboratory, Oxford University (2000)
    • (2000)
    • Srinivasan, A.1
  • 50
    • 58449111774 scopus 로고    scopus 로고
    • Wellner, B., McCallum, A., Peng, F., Hay, M.: An integrated, conditional model of information extraction and coreference with application to citation matching. In:Proceedings of the Twentieth Conference on Uncertainty in Artificial Intelligence, Banff, Canada, pp. 593-601. AUAI Press (2004)
    • Wellner, B., McCallum, A., Peng, F., Hay, M.: An integrated, conditional model of information extraction and coreference with application to citation matching. In:Proceedings of the Twentieth Conference on Uncertainty in Artificial Intelligence, Banff, Canada, pp. 593-601. AUAI Press (2004)
  • 52
    • 84898975095 scopus 로고    scopus 로고
    • Generalized belief propagation
    • Leen, T, Dietterich, T, Tresp, V, eds, MIT Press, Cambridge
    • Yedidia, J.S., Freeman, W.T., Weiss, Y.: Generalized belief propagation. In: Leen, T., Dietterich, T., Tresp, V. (eds.) Advances in Neural Information Processing Systems 13, pp. 689-695. MIT Press, Cambridge (2001)
    • (2001) Advances in Neural Information Processing Systems , vol.13 , pp. 689-695
    • Yedidia, J.S.1    Freeman, W.T.2    Weiss, Y.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.