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

 

11:00-12:00

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)

12:00-13:00

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)

 

13:00-14:30

Lunch

 

14:30-16:00

Session 3

 

14:30-15:30

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

 

15:30-16:00

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)

 

17:15-18:00

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
 cancelled
 
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
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