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DL-Learner - a tool for supervised Machine Learning in OWL and Description Logics

The DL-Learner is a framework for machine learning in Description Logics (DLs). The goal of DL-Learner is to solve supervised learning tasks and support knowledge engineers in constructing knowledge and learning about the data they created. It allows, among others, to learn class expression in OWL ontologies from examples. It extends Inductive Logic Programming to Descriptions Logics and the Semantic Web.

Acknowledgements

The DL-Learner development is supported by:

YourKit Profiler

Free licenses were kindly provided to the DL-Learner developers. YourKit supports open source projects with its full-featured Java Profiler. YourKit, LLC is the creator of YourKit Java Profiler and YourKit .NET Profiler, innovative and intelligent tools for profiling Java and .NET applications.