## Inductive Logic ProgrammingInductive logic programming is a new research area formed at the intersection of machine learning and logic programming. While the influence of logic programming has encouraged the development of strong theoretical foundations, this new area is inheriting its experimental orientation from machine learning. Inductive Logic Programming will be an invaluable text for all students of computer science, machine learning and logic programming at an advanced level. * * Examination of the background to current developments within the area * Identification of the various goals and aspirations for the increasing body of researchers in inductive logic programming * Coverage of induction of first order theories, the application of inductive logic programming and discussion of several logic learning programs * Discussion of the applications of inductive logic programming to qualitative modelling, planning and finite element mesh design |

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Page 4

1 Introduction Before evaluating the

Programming it is worth briefly reviewing the interrelated histories of deductive

and inductive logic . 1 . 1 Deductive logic Although logic has been studied since

the ...

1 Introduction Before evaluating the

**present**developments in Inductive LogicProgramming it is worth briefly reviewing the interrelated histories of deductive

and inductive logic . 1 . 1 Deductive logic Although logic has been studied since

the ...

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In this paper , we will

CLINT and show how these techniques ... we introduce the logical framework that

underlies CLINT ; in Section 3 , we

learning ...

In this paper , we will

**present**an overview of the most important techniques inCLINT and show how these techniques ... we introduce the logical framework that

underlies CLINT ; in Section 3 , we

**present**CLINT ' s basic techniques forlearning ...

Page 488

The only difference is that when reasoning about time we can only consider

entities that precede the

entities both preceding and succeeding the

good ...

The only difference is that when reasoning about time we can only consider

entities that precede the

**present**entity , whereas when reasoning about space ,entities both preceding and succeeding the

**present**entity can be considered . Agood ...

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### Contents

Inductive Logic Programming | 4 |

A Framework for Inductive Logic Programming | 9 |

oor A | 22 |

Copyright | |

26 other sections not shown

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### Common terms and phrases

algorithm allows applied approach arguments assume background knowledge base body called CIGOL CLINT complete Computer concept consistent constrained atoms constraint constructed contains correct corresponding covers defined definition derivation described domain theory efficient equivalent examples exists explanation expression extend facts false Figure finite first-order formula function given GOLEM ground head Horn clauses hypothesis implied inductive inference input instances Intelligence introduced inverse knowledge knowledge base language least limit literals Logic Programming Machine Learning method Muggleton negative examples non-monotonic Note occur operator ordinary polynomial positive positive examples possible predicates present problem Proceedings proof properties prove queries reasoning relation replacing representation representative resolution respect restricted result rules saturation sentences similar sorted atoms space specialization specific step structure substitution symbol Theorem theory tree true values variables