License: Creative Commons Attribution-NonCommercial-NoDerivs 3.0 Unported license (CC BY-NC-ND 3.0)
When quoting this document, please refer to the following
DOI: 10.4230/OASIcs.ICCSW.2012.15
URN: urn:nbn:de:0030-drops-37596
URL: http://dagstuhl.sunsite.rwth-aachen.de/volltexte/2012/3759/
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Athakravi, Duangtida ; Broda, Krysia ; Russo, Alessandra

Predicate Invention in Inductive Logic Programming

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Abstract

The ability to recognise new concepts and incorporate them into our knowledge is an essential part of learning. From new scientific concepts to the words that are used in everyday conversation, they all must have at some point in the past, been invented and their definition defined. In this position paper, we discuss how a general framework for predicate invention could be made, by reasoning about the problem at the meta-level using an appropriate notion of top theory in inductive logic programming.

BibTeX - Entry

@InProceedings{athakravi_et_al:OASIcs:2012:3759,
  author =	{Duangtida Athakravi and Krysia Broda and Alessandra Russo},
  title =	{{Predicate Invention in Inductive Logic Programming}},
  booktitle =	{2012 Imperial College Computing Student Workshop},
  pages =	{15--21},
  series =	{OpenAccess Series in Informatics (OASIcs)},
  ISBN =	{978-3-939897-48-4},
  ISSN =	{2190-6807},
  year =	{2012},
  volume =	{28},
  editor =	{Andrew V. Jones},
  publisher =	{Schloss Dagstuhl--Leibniz-Zentrum fuer Informatik},
  address =	{Dagstuhl, Germany},
  URL =		{http://drops.dagstuhl.de/opus/volltexte/2012/3759},
  URN =		{urn:nbn:de:0030-drops-37596},
  doi =		{10.4230/OASIcs.ICCSW.2012.15},
  annote =	{Keywords: Predicate invention, Inductive logic programming, Machine learning}
}

Keywords: Predicate invention, Inductive logic programming, Machine learning
Collection: 2012 Imperial College Computing Student Workshop
Issue Date: 2012
Date of publication: 09.11.2012

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