DL-Learner

is a tool for supervised Machine Learning in OWL and Description Logics.

The DL-Learner software learns concepts in Description Logics (DLs) from user-provided examples. Equivalently, it can be used to learn classes in OWL ontologies from selected objects. It extends Inductive Logic Programming to Descriptions Logics and the Semantic Web. The goal of DL-Learner is to provide a DL/OWL based machine learning tool to solve supervised learnings tasks and support knowledge engineers in constructing knowledge and learning about the data they created. Read more ...

Download DL-Learner




COfundOS


News

DL-Learner Build 2009-05-06 released
Today, we released DL-Learner Build 2009-05-06. DL-Learner is a tool for learning OWL class expressions from examples and background knowledge. It extends Inductive Logic Programming (ILP) to Description Logics and the Semantic Web. Some notable features in this release are: a new learning algorithm (CELOE) designed specifically for extending OWL ontologies a Protege plugin using CELOE a [...]

Protégé DL-Learner plugin 0.5
Today, we released a major update of the DL-Learner plugin for Protege 4, the upcoming release of the popular ontology editor. The plugin allows you to get suggestions for axioms you may want to add to your OWL ontology by analysing the instance data using the DL-Learner framework. Again, we prepared a small screencast to [...]

Protégé DL-Learner plugin 0.1
Today, we released a plugin for Protege 4, the upcoming release of the popular ontology editor. The plugin allows you to get suggestions for axioms you may want to add to your OWL ontology by analysing the instance data using the DL-Learner framework. You can get an idea of how it can help you in [...]

DL-Learner Build 2008-10-13 released
Today, we released DL-Learner Build 2008-10-13. DL-Learner is a tool for learning complex class descriptions from examples and background knowledge. It extends Inductive Logic Programming to Description Logics and the Semantic Web. Downloads are available at the sourceforge.net project page. For a list of the most important changes since the previous release (Build 2008-02-18), see the [...]

DL-Learner Build 2008-02-18 released
Hereby, we announce the availability of DL-Learner Build 2008-02-18, the second DL-Learner release. DL-Learner is a tool for learning complex classes from examples and background knowledge. It extends Inductive Logic Programming to Description Logics and the Semantic Web. Downloads are available at the sf.net project page. For a list of the most important changes since the [...]



 
There are 4 files on this page. [Display files/form]
There is no comment on this page. [Display comments/form]

Information

Last Modification: 2009-05-12 10:00:13 by Sebastian Hellmann