OASIcs.ICCSW.2012.15.pdf
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Predicate Invention in Inductive Logic Programming
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2012 Imperial College Computing Student Workshop (ICCSW 2012)
Series: Open Access Series in Informatics (OASIcs) - License:
Creative Commons Attribution-NonCommercial-NoDerivs 3.0 Unported license
- Publication Date: 2012-11-09
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Duangtida Athakravi, Krysia Broda, and Alessandra Russo. Predicate Invention in Inductive Logic Programming. In 2012 Imperial College Computing Student Workshop. Open Access Series in Informatics (OASIcs), Volume 28, pp. 15-21, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2012)
https://doi.org/10.4230/OASIcs.ICCSW.2012.15
https://doi.org/10.4230/OASIcs.ICCSW.2012.15
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.
Keywords
- Predicate invention
- Inductive logic programming
- Machine learning
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