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DL-Learner

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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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  1. About
    • Overview
    • Ontology Learning
    • Features
    • Screenshots
    • Demo
    • spacer Download
  2. Docs
    • spacer Manual
    • List of Components and Config Options
    • Basic Installation
    • Reasoner Installation
    • Web Service Installation
    • First Steps
    • Javadoc
  3. Development
    • Architecture
    • Maven
    • ChangeLog
    • Eclipse & DL-Learner
    • Code Style
    • Writing Clients
    • Contact Developers
    • Topics for Theses
  4. Community
    • spacer SF.net Project Page
    • spacer Mailing Lists
    • Carcinogenesis
    • OntoWiki Plugin
    • Protg Plugin
    • ORE Tool
    • Learning Examples
    • Publications
    • Related Work




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News

spacer AKSW at TU Dresden PLT
On June 8, I (Jens) visited the process control engineering research group (PLT) of Leon Urbas at the Dresden University of Technology. We first met on the Leipziger Semantic Web Day where Leon Urbas presented interactive Linked Data applications and decided to have a longer meeting later on. I first gave a talk on the [...]

spacer May 4-5: Leipziger Semantic Web Tag 2011 and Local Media Conferenz
Like in the past two years, we again organize a Leipzig Semantic Web Day on May 5th at the marvelous Mediencampus Villa Ida. This year’s theme is “Linked Data for the Masses”, particularly focusing on its use in enterprises. This event will not only give you the opportunity to discuss current developments around semantic web [...]

spacer AKSW Conference participation this spring: ESWC, ICWE, WIMS
Members of AKSW are actively participating in some key (Semantic) Web conferences this spring. AKSW was already involved in the organization of 8th Extended Semantic Web Conference 2011 with Jens being one of the PC Chairs of the Linked Data track and a number of other AKSW researchers serving as members of the PC of [...]

spacer DL-Learner Build 2010-08-07 released
We are happy to announce the next release of DL-Learner, 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. The tool has matured over the past 3 years and is meanwhile used in a number of applications. Some features [...]

spacer ORE 0.2 Released
Today, we released version 0.2 of the ontology repair and enrichment (ORE) tool. It is a tool for knowledge engineers to improve an OWL ontology through a wizard like repair process and uses state-of-the-art ontology debugging methods. The main feature in version 0.2 is a mode for incrementally detecting inconsistencies in large knowledge bases available [...]



 
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Last Modification: spacer 2011-07-11 10:33:32 by Sebastian Dietzold


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