DL-Learner 1.3.0

• Terminological Decision Tree and Evidence-based Terminological Decision Tree learning algorithms
  • More information about TDT and ETDT in an upcoming EKAW publication: 'Integrating New Refinement Operators in Terminological Decision Trees Learning'
• SPARQL Reasoner component has been evaluated in ECAI'16 publication: Towards SPARQL-Based Induction for Large-Scale RDF Data sets
• Addition of the LEAP and EDGE systems and BUNDLE reasoner for probabilistic OWL
  • Thanks to Giuseppe Cota from the University of Ferrara for the contribution
  • New command line tool to run leap configurations: clileap
  • Part of the extended DL-Learner release
• Query Tree Learning support for incoming edges
• Further QTL improvements
• New tree-based Concise Bounded Description generator
• Rho refinement operator now respects classes ignored in the learning algorithm
• For PosNegLP, positive and negative examples can be describes with a class expression
• Class Learning Problem support for pluggable accuracy methods
• New class expression length metric to further tune the refinement
• New expression validation client to calculate test coverage for PosNeg learning problems
• Framework updates
  • Update to Java 8
  • Update to Jena 3
  • Update to OWL API 4.2
  • Update to Spring 4.3
• Windows drive letters are now supported in OWLFile loader
• An updated review of the DL-Learner framework has been published in the Journal of Web Semantics: DL-Learner—A framework for inductive learning on the Semantic Web
  • Please refer to that publication when citing DL-Learner
• API and deprecation notices
  • getName() has been removed, use the AnnComponentManager instead
  • ROLearner2 has been integrated into OCEL
  • The refinement package has been removed
  • name attribute of configOption has been removed
  • Reasoner should implement getDomainImpl
  • QueryEngineHTTP is now upstreamed
  • CLIBase2 serves as a base for new CLI components
  • The BeanXMLConverter has been removed
• Bug fixes