| Vol-611 urn:nbn:de:0074-611-7 Copyright © 2010 for the individual papers by the papers' authors. Copying permitted only for private and academic purposes. This volume is published and copyrighted by its editors.

# IRMLeS-2010
Inductive Reasoning and Machine Learning for the Semantic Web

### Proceedings of the 2nd ESWC Workshop on Inductive Reasoning and Machine Learning on the Semantic Web

### Heraklion, Greece, May 31, 2010.

Edited by

### Claudia d'Amato (1)
Nicola Fanizzi (1)
Marko Grobelnik (2)
Agnieszka Ławrynowicz (3)
Vojtěch Svátek (4)

(1) Università degli Studi di Bari, Bari, Italy
(2) Jozef Stefan Institute, Ljubljana, Slovenia
(3) Poznan University of Technology, Poznan, Poland
(4) University of Economics, Prague, Czech Republic

IRMLeS-2010 was held in conjunction with the 7th Extended Semantic Web Conference (ESWC2010)

## Table of Contents

- Foreword

### Invited Talk Abstracts

1. Optimizing the Knowledge Discovery Process through Semantic Meta-Mining 2
   Melanie Hilario
2. From Web 2.0 to Web 3.0 using Data Mining 3
   Steffen Staab

### Full and Position Papers

3. Structural Similarity in Expressive Description Logics: An Extended Family of Kernels for OWL 6-17
   Nicola Fanizzi, Claudia d'Amato, Floriana Esposito
4. A Ranking-Based Approach to Discover Semantic Associations between Linked Data 18-29
   María-Esther Vidal, Louiqa Raschid, Luis Ibáñez, Héctor Rodríguez, Jean Carlo Rivera, Edna Ruckhaus
5. The BAY-HIST Prediction Model for RDF Documents 30-41
   Edna Ruckhaus, María-Esther Vidal
6. Extending Bayesian Classifier with Ontological Attributes 42-46
   Tomasz Łukaszewski
7. Random Indexing Spaces for Bridging the Human and Data Webs 47-58
   Jose Quesada, Ralph Brandao-Vidal, Lael Schooler
8. An XML Schema and a Topic Map Ontology for Formalization of Background Knowledge in Data Mining 59-74
   Tomáš Kliegr, Vojtěch Svátek, Milan Šimůnek, Daniel Šťastný, Andrej Hazucha

### Late Breaking News

9. Importing Knowledge Fragments to CMS-Enabled Data Mining Analytical Reports 76
   Andrej Hazucha, Tomáš Kliegr, Vojtěch Svátek
10. Towards a Semantic Foundation for Bioinformatics 77
    Ross King

The whole proceedings can also be downloaded as a single file (pdf).

10-Jul-2010: submitted by Nicola Fanizzi
10-Jul-2010: published on CEUR-WS.org