Workshop Program

09:00 - 10:30

Session 1


09:00 – 09:10

Workshop opening


09:10 –10:10

Ross D. King, Invited talk
Talk title:"Automating Science and Finding Patterns in the Data"


10:10 –10:30

Learning in ontological representation



Francesca Alessandra Lisi and Floriana Esposito

 Learning Semantic Web Rules: State of the Art and Directions of Research (slides)


10:30 - 11:00

Coffee Break


11:00 - 13:00

Session 2



Uncertain inference over semantic resources



Thomas Scharrenbach and Abraham Bernstein

On the Evolution of Ontologies using Probabilistic Description Logics (slides)


Ilianna Kollia, Nikolaos Simou, Giorgos Stamou and Andreas Stafylopatis

 Interweaving Knowledge Representation and Adaptive Neural Networks (slides)



Volker Tresp, Yi Huang, Markus Bundschus and Achim Rettinger

 Materializing and Querying Learned Knowledge (slides)


Ontology as prior knowledge for learning



Achim Rettinger and Matthias Nickles

Infinite Hidden Semantic Models for Learning with OWL DL



Xi Bai, Baoping Cheng and Dave Robertson

Mobile Widget Sharing by Mining Peer Groups (slides)



Stefanie Nowak and Hanna Lukashevich

Multilabel Classification Evaluation using Ontology Information (slides)






Session 3



Rayid Ghani, Invited talk
Talk title:"Creating and Augmenting Domain Ontologies with Machine Learning: An Industry Perspective"



Ontology learning from text



George Petasis, Vangelis Karkaletsis, Anastasia Krithara, Georgios Paliouras and Constantine Spyropoulos

 Semi-automated ontology learning: the BOEMIE approach (slides)



Adrian Giurca and Gerd Wagner

 An Agent-Based Simulation Perspective for Learning/Merging Ontologies


16:00 - 16:30

Coffee Break


16:30 - 18:30

Session 4


16:30 - 17:15

Finding associations between semantic resources



Tomi Kauppinen, Kimmo Puputti, Panu Paakkarinen, Heini Kuittinen, Jari Väätäinen and Eero Hyvönen

 Learning and Visualizing Cultural Heritage Connections between Places on the Semantic Web



Ondrej Svab-Zamazal and Vojtech Svatek

 Empirical Knowledge Discovery over Ontology Matching Results (slides)



Mining user preferences



Amancio Bouza, Gerald Reif and Abraham Bernstein

 Probabilistic Partial User Model Similarity for Collaborative Filtering (slides)



Yusuke Fukazawa, Takefumi Naganuma, Midori Onogi and Shoji Kurakake

 Task-ontology Based Preference Estimation for Mobile Recommendation


18.00 - 18.30
Discussion and workshop closure
Time allocated for the oral presentations will be about 18 minutes presentation plus 4 minutes for questions for the long papers, and about 10 minutes presentation plus 3 minutes for questions for the short papers.
Subpages (1): Invited speakers