Friday, September 21

Workshop on Prior Conceptual Knowledge in Machine Learning and Knowledge Discovery PriCKL'07

Chairs: Bettina Berendt, Vojtěch Svátek, Filip Železný

Room 114-115-116 (except Session 1)

Session 1 – 10:30-12:30 - Room 111-112-113

This session is held jointly with Web Mining 2.0 Workshop

Welcome address

The Ex Project: Web Information Extraction using Extraction Ontologies

by Martin Labsky, Vojtech Svatek, Marek Nekvasil, Dusan Rak

Dealing with Background Knowledge in the SEWEBAR Project

by Jan Rauch, Milan Simunek

Using Term-matching Algorithms for the Annotation of Geo-services
by Miha Grcar, Eva Klien

EU funding opportunities in research of intelligent content and semantics in Call 3 of Framework Programme 7
by Stefano Bertolo (Invited talk)
 

12:30-14:00 Lunch break

Session 2 – 14:00-15:30

Using prior knowledge in biological pathway discovery

by Stephen Muggleton (Invited talk)

On Ontologies as Prior Conceptual Knowledge in Inductive Logic Programming

by Francesca A. Lisi, Floriana Esposito

Using Taxonomic Background Knowledge in Propositionalization and Rule Learning

by Filip Zelezny, Monika Zakova

15:30-16:00 Coffee break

Room 114-115-116

Session 3 – 16:00-18:10

A Knowledge-Intensive Approach for Semi-Automatic Causal Subgroup Discovery

by Martin Atzmueller, Frank Puppe

Evaluation of GUHA Mining with Background Knowledge

by Martin Ralbovsky

A Study of the SEMINTEC Approach to Frequent Pattern Mining

by Joanna Józefowska, Agnieszka Ławrynowicz, Tomasz Łukaszewski

Quantitative Association Rule Mining in Genomics Using Apriori Knowledge

by Filip Karel, Jiri Klema

Conceptual Clustering Applied to Ontologies by means of Semantic Discernability

by Floriana Esposito, Nicola Fanizzi, Claudia d'Amato

Nonlinear knowledge in learning models

by Mario Guarracino, Danilo Abbate, Roberto Prevete

Closing discussion