Preprocessing and Visualization Tools for Inductive Logic Programming

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Authors	BLAŤÁK Jan TURKOVÁ Petra BŘEZINA Jindřich
Year of publication	2006
Type	Article in Proceedings
Conference	16th International Conference on Inductive Logic Programming
MU Faculty or unit	Faculty of Informatics
Citation
Field	Informatics
Keywords	inductive logic programming; data preprocessing; visualization
Description	In this paper two new tools -- FactBuilder and ILPVisualizer -- are presented. The first one is intended for preprocessing data. It reads several propositional tables in various format and allows to generate Prolog database and language specification for a selected ILP system. ILPVisualizer is supposed to visualize the generated rules. It parses the text outputs containing first-order clauses and displays them in a form of planar graph. The graph can be modified -- nodes and edges may be removed, position of literals and size of the graph can be changed. For storing the extracted formulae Wettschereck and Müller' version of PMML was extended.
Related projects:	Human-computer interaction, dialog systems and assistive technologies