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Abstract In the work of Baader and Distel, a method
In the work of Baader and Distel, a method has been proposed to axiomatize all general concept inclusions (GCIs) expressible in the description logic EL^bot and valid in a given interpretation I. This provides us with an effective method to learn EL^bot ontologies from interpretations, which itself can be seen as a different representation of linked data. In another report, we have extended this approach to handle errors in the data. This has been done by not only considering valid GCIs but also those whose confidence is above a certain threshold c. In the present work, we shall extend the results by describing another way to compute bases of confident GCIs. We furthermore provide experimental evidence that this approach can be useful for practical applications. We finally show that the technique of unravelling can also be used to effectively turn confident EL_gfp^bot bases into EL^bot bases.
fident EL_gfp^bot bases into EL^bot bases.  +
Archivierungsnummer 12-06  +
Author Daniel Borchmann +
BibTex
@techreport{ Borc-LTCS-12-06,
  address = {Dresden, Germany},
  author = {Daniel {Borchmann}},
  institution = {Chair of Automata Theory, Institute of Theoretical Computer Science, Technische Universit{\"a}t Dresden},
  note = {See http://lat.inf.tu-dresden.de/research/reports.html.},
  number = {12-06},
  title = {On Confident GCIs of Finite Interpretations},
  type = {LTCS-Report},
  year = {2012},
}
Bibtype Techreport  +
Download Borc-LTCS-12-06.pdf  +
ErsterAutorNachname Borchmann  +
ErsterAutorVorname Daniel  +
Forschungsgruppe Automatentheorie +
Institution Chair of Automata Theory, Institute of Theoretical Computer Science, Technische Universität Dresden  +
Note See http://lat.inf.tu-dresden.de/research/reports.html.  +
Publication text Daniel Borchmann<br /> '''[[LATPub71
Daniel Borchmann<br /> '''[[LATPub713|On Confident GCIs of Finite Interpretations]]''' <br />__NOTOC__Technical Report, ''Chair of Automata Theory, Institute of Theoretical Computer Science, Technische Universität Dresden'', volume 12-06, 2012. ''LTCS-Report''<br/><span class="glyphicon glyphicon-chevron-right" style="font-size: 85%;" ></span> [[LATPub713|Details]] <span class="glyphicon glyphicon-chevron-right" style="font-size: 85%; margin-left: 2ex; "></span> [[Media:Borc-LTCS-12-06.pdf|Download]]
gt; [[Media:Borc-LTCS-12-06.pdf|Download]]  +
Publication text en Daniel Borchmann<br /> '''[[LATPub71
Daniel Borchmann<br /> '''[[LATPub713/en|On Confident GCIs of Finite Interpretations]]''' <br />__NOTOC__Technical Report, ''Chair of Automata Theory, Institute of Theoretical Computer Science, Technische Universität Dresden'', volume 12-06, 2012. ''LTCS-Report''<br/><span class="glyphicon glyphicon-chevron-right" style="font-size: 85%;" ></span> [[LATPub713|Details]] <span class="glyphicon glyphicon-chevron-right" style="font-size: 85%; margin-left: 2ex;" ></span> [[Media:Borc-LTCS-12-06.pdf|Download]]
gt; [[Media:Borc-LTCS-12-06.pdf|Download]]  +
Reviewed 0  +
Title On Confident GCIs of Finite Interpretations  +
Typ LTCS-Report  +
Type techreport  +
Year 2012  +
Hat Abfrage
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Kategorien Techreport , Publikation
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