60 search results - page 1 / 12 » Statistical Relational Learning with Formal Ontologies |
PKDD
2009
Springer
13 years 11 months ago
2009
Springer
Abstract. We propose a learning approach for integrating formal knowledge into statistical inference by exploiting ontologies as a semantically rich and fully formal representation...
KSEM
2010
Springer
13 years 2 months ago
2010
Springer
Given the proven usefulness of ontologies in many areas, the representation of logical axioms associated to ontological concepts and relations has become an important task in order...
AAAI
2011
12 years 4 months ago
2011
We address the problem of transferring information learned from experiments to a different environment, in which only passive observations can be collected. We introduce a formal ...
ICCS
2007
Springer
13 years 10 months ago
2007
Springer
Designing and refining ontologies becomes a tedious task, once the boundary to real-world-size knowledge bases has been crossed. Hence semi-automatic methods supporting those task...
SWAP
2008
13 years 6 months ago
2008
We describe here a methodology to combine two different techniques for Semantic Relation Extraction from texts. On the one hand, generic lexicosyntactic patterns are applied to the...