## 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 164

In this way , Interactive Inductive Logic Programming is more related to

and BLIP ( 20 , 39 ) and intensional

as ...

In this way , Interactive Inductive Logic Programming is more related to

**knowledge**acquisition tools and learning apprentices such as DISCIPLE ( 36 )and BLIP ( 20 , 39 ) and intensional

**knowledge**base updating ( see ( 14 , 2 , 8 ] ) ,as ...

Page 174

For a view predicate , the treatment of the example pla1 , . . . , an ) is postponed

until the

the system does not have enough

For a view predicate , the treatment of the example pla1 , . . . , an ) is postponed

until the

**knowledge**base KB is modified . Postponing an example occurs whenthe system does not have enough

**knowledge**to derive a consistent clause ...Page 219

One of the arguments against using a non - monotonic reasoning strategy is the

problem of coding of the non - monotonic

can seem more obvious to a

the ...

One of the arguments against using a non - monotonic reasoning strategy is the

problem of coding of the non - monotonic

**knowledge**- base — adhoc solutionscan seem more obvious to a

**knowledge**engineer . However , an advantage ofthe ...

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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