Publication details
Induktivní logické programování
| Title in English | Induktive logic programming |
|---|---|
| Authors | |
| Year of publication | 2003 |
| Type | Article in Proceedings |
| Conference | Sborník konference DATAKON 2003 |
| MU Faculty or unit | |
| Citation | |
| Field | Computer hardware and software |
| Keywords | machine learning; inductive logic programming; applications |
| Description | Inductive logic programming(ILP) is a branch of machine learning which aims at development of theory, methods and applications of learning in first-order logic. Given positive and negative examples, and domain knowledge in the form of normal logic program, ILP system looks for a logic formula that covers maximum of positive examples and minimum of negative ones. ILP is more powerful than other learning methods. We introduce the basics of theory of ILP, current ILP systems as well as successful applications. |