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 ...

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News

Protégé DL-Learner plugin 0.6
Today, we released a major update of the DL-Learner plugin for Protege 4, 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. A screencast is available to show you how it works. The [...]

Open Knowledge Conference 2010
OKCon, now in its fifth year, is the interdisciplinary conference that brings together individuals from across the open knowledge spectrum for a day of presentations and workshops. Open knowledge promises significant social and economic benefits in a wide range of areas from governance to science, from culture to technology. Opening up access to content and data [...]

ESWC 2010 Semantic Web in Use Track
Some AKSW members are involved in next year’s Semantic Web in Use Track of the Extended Semantic Web Conference 2010. Yes, its called “Extended”, instead of formerly “European”, in order to reflect the broadening of the topics of interest. Next year’s In-Use track is particularly devoted to: Description of concrete problems in specific application domains, for [...]

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 [...]



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