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International Conference on Inductive Logic Programming

ILP 2011: Inductive Logic Programming pp 91–97Cite as

Inductive Logic Programming in Answer Set Programming

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Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 7207))

Abstract

In this paper we discuss the design of an Inductive Logic Programming (ILP) system in Answer Set Programming (ASP) and more in general the problem of integrating the two. We show how to formalise the learning problem as an ASP program and provide details on how the optimisation features of modern solvers can be adapted to derive preferred hypotheses.

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References

  1. Corapi, D., Russo, A., Lupu, E.: Inductive logic programming as abductive search. In: Tec. Comm. of the 26th ICLP, Dagstuhl, Germany. LIPIcs, vol. 7, pp. 54–63 (2010)

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Author information

Authors and Affiliations

  1. Department of Computing, Imperial College London, Exhibition Road, London, SW7 2AZ, United Kingdom

    Domenico Corapi, Alessandra Russo & Emil Lupu

Authors
  1. Domenico Corapi
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  2. Alessandra Russo
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  3. Emil Lupu
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Editor information

Editors and Affiliations

  1. Department of Computer Science, Imperial College London, 180 Queen’s Gate, SW7 2AZ, London, UK

    Stephen H. Muggleton  & Alireza Tamaddoni-Nezhad  & 

  2. Dipartimento di Informatica, Università degli Studi di Bari “Aldo Moro”, Via E. Orabona, 4, 70125, Bari, Italy

    Francesca A. Lisi

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© 2012 Springer-Verlag Berlin Heidelberg

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Corapi, D., Russo, A., Lupu, E. (2012). Inductive Logic Programming in Answer Set Programming. In: Muggleton, S.H., Tamaddoni-Nezhad, A., Lisi, F.A. (eds) Inductive Logic Programming. ILP 2011. Lecture Notes in Computer Science(), vol 7207. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-31951-8_12

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  • DOI: https://doi.org/10.1007/978-3-642-31951-8_12

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-31950-1

  • Online ISBN: 978-3-642-31951-8

  • eBook Packages: Computer ScienceComputer Science (R0)

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