Inductive Logic Programming: Yet Another Application of Logic

Inductive Logic Programming: Yet Another Application of Logic
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归纳逻辑编程:逻辑的另一种应用

DOI:
10.1007/11963578_9
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发表时间:
2005
期刊:
--
影响因子:
--
通讯作者:
Akihiro Yamamoto
Akihiro Yamamoto
中科院分区:
--
文献类型:
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作者:
Akihiro Yamamoto

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本文简要介绍了逻辑程序设计与机器学习的关系。研究这种关系的领域通常被称为归纳逻辑程序设计(ILP,简称)。在本文中,我们将不给出ILP系统和ILP理论的细节。我们解释了如何将逻辑编程中使用的概念替换为制定学习理论所需的项目。我们还展示了一些理论上的应用,其中的替代作出了贡献。
This paper presents a brief introduction of the relation between logic programming and machine learning. The area researching the relation is usually called Inductive Logic Programming (ILP, for short). In this paper we will give the details of neither ILP systems nor ILP theories. We explain how to substitute concepts used in logic programming to items needed in formulating learning theories. We also show some theoretical applications to which the substitution are contributing.
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DOI: --
发表时间: 2005
期刊: TLCA 2005,Lecture Notes in Computer Science 3461
影响因子: --
作者:
Hayashi;Susumu
通讯作者: Susumu
DOI: --
发表时间: 2004
期刊: Proceedings of 19^<th> annual IEEE symposium on logic in computer science
影响因子: --
作者:
Y.Akama;S.Berardi;U.Kohlenbach;S.Hayashi
通讯作者: S.Hayashi