ILP turns 20

Issue Title: Special Issue on Inductive Logic Programming (ILP 2010); Guest Editors: Paolo Frasconi and Francesca A. Lisi Inductive Logic Programming (ILP) is an area of Machine Learning which has now reached its twentieth year. Using the analogy of a human biography this paper recalls the developme...

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Veröffentlicht in:Machine learning Jg. 86; H. 1; S. 3
Hauptverfasser: Muggleton, Stephen, De Raedt, Luc, Poole, David, Bratko, Ivan, Flach, Peter, Inoue, Katsumi, Srinivasan, Ashwin
Format: Journal Article
Sprache:Englisch
Japanisch
Veröffentlicht: Dordrecht Springer Nature B.V 01.01.2012
Schlagworte:
Logic programming
Machinery
ISSN:0885-6125, 1573-0565
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Zusammenfassung:Issue Title: Special Issue on Inductive Logic Programming (ILP 2010); Guest Editors: Paolo Frasconi and Francesca A. Lisi Inductive Logic Programming (ILP) is an area of Machine Learning which has now reached its twentieth year. Using the analogy of a human biography this paper recalls the development of the subject from its infancy through childhood and teenage years. We show how in each phase ILP has been characterised by an attempt to extend theory and implementations in tandem with the development of novel and challenging real-world applications. Lastly, by projection we suggest directions for research which will help the subject coming of age.[PUBLICATION ABSTRACT]
Bibliographie:SourceType-Scholarly Journals-1
ObjectType-Feature-1
content type line 14
ISSN:0885-6125
1573-0565
DOI:10.1007/s10994-011-5259-2