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Inductive logic programming for relational knowledge discovery

Authors
  • Lavrač, Nada
  • Džeroski, Saŝo
  • Numao, Masayuki
Type
Published Article
Journal
New Generation Computing
Publisher
Springer-Verlag
Publication Date
Mar 01, 1999
Volume
17
Issue
1
Pages
3–23
Identifiers
DOI: 10.1007/BF03037580
Source
Springer Nature
Keywords
License
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Abstract

Inductive logic programming (ILP) is concerned with the induction of logic programs from examples and background knowledge. In ILP, the shift of attention from program synthesis to knowledge discovery resulted in advanced techniques that are practically applicable for discovering knowledge in relational databases. This paper gives a brief introduction to ILP, presents selected ILP techniques for relational knowledge discovery and reviews selected ILP applications.

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