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Revising Probabilistic Prolog Programs

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Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 4455))

Abstract

The ProbLog (probabilistic prolog) language has been introduced in [1], where various algorithms have been developed for solving and approximating ProbLog queries. Here, we define and study the problem of revising ProbLog theories from examples.

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References

  1. De Raedt, L., Kimmig, A., Toivonen, H.: ProbLog: A probabilistic Prolog and its application in link discovery. In: Proceedings of 20th International Joint Conference on Artificial Intelligence, pp. 2468–2473 (2007)

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Stephen Muggleton Ramon Otero Alireza Tamaddoni-Nezhad

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© 2007 Springer-Verlag Berlin Heidelberg

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De Raedt, L., Kersting, K., Kimmig, A., Revoredo, K., Toivonen, H. (2007). Revising Probabilistic Prolog Programs. In: Muggleton, S., Otero, R., Tamaddoni-Nezhad, A. (eds) Inductive Logic Programming. ILP 2006. Lecture Notes in Computer Science(), vol 4455. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-73847-3_7

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  • DOI: https://doi.org/10.1007/978-3-540-73847-3_7

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-73846-6

  • Online ISBN: 978-3-540-73847-3

  • eBook Packages: Computer ScienceComputer Science (R0)

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