On How to Perform a Gold Standard based Evaluation of Ontology Learning
K. Dellschaft, and S. Staab.
Proceedings of ISWC-2006 International Semantic Web Conference, Athens, GA, USA, Springer, LNCS, (November 2006)

In recent years several measures for the gold standard based evaluation of ontology learning were proposed. They can be distinguished by the layers of an ontology (e.g. lexical term layer and concept hierarchy) they evaluate. Judging those measures with a list of criteria we show that there exist some measures sufficient for evaluating the lexical term layer. However, existing measures for the evaluation of concept hierarchies fail to meet basic criteria. This paper presents a new taxonomic measure which overcomes the problems of current approaches.

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@inproceedings{dellschaft2006how,
  abstract = {In recent years several measures for the gold standard based evaluation of ontology learning were proposed. They can be distinguished by the layers of an ontology (e.g. lexical term layer and concept hierarchy) they evaluate. Judging those measures with a list of criteria we show that there exist some measures sufficient for evaluating the lexical term layer. However, existing measures for the evaluation of concept hierarchies fail to meet basic criteria. This paper presents a new taxonomic measure which overcomes the problems of current approaches.},
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  timestamp = {2011-02-17T17:42:03.000+0100},
  title = {On How to Perform a Gold Standard based Evaluation of Ontology Learning},
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%0 Conference Paper
%1 dellschaft2006how
%A Dellschaft, Klaas
%A Staab, Steffen
%B Proceedings of ISWC-2006 International Semantic Web Conference
%C Athens, GA, USA
%D 2006
%I Springer, LNCS
%K 2006 diploma_thesis evaluation evaluation_methods ol_web2.0 ontology_learning unikold
%T On How to Perform a Gold Standard based Evaluation of Ontology Learning
%U http://iswc2006.semanticweb.org/submissions/res_ac_track.htm
%X In recent years several measures for the gold standard based evaluation of ontology learning were proposed. They can be distinguished by the layers of an ontology (e.g. lexical term layer and concept hierarchy) they evaluate. Judging those measures with a list of criteria we show that there exist some measures sufficient for evaluating the lexical term layer. However, existing measures for the evaluation of concept hierarchies fail to meet basic criteria. This paper presents a new taxonomic measure which overcomes the problems of current approaches.

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On How to Perform a Gold Standard based Evaluation of Ontology Learning
K. Dellschaft, and S. Staab.
Proceedings of ISWC-2006 International Semantic Web Conference, Athens, GA, USA, Springer, LNCS, (November 2006)

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PUMA

On How to Perform a Gold Standard based Evaluation of Ontology LearningK. Dellschaft, and S. Staab. Proceedings of ISWC-2006 International Semantic Web Conference, Athens, GA, USA, Springer, LNCS, (November 2006)

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Cite this publication

On How to Perform a Gold Standard based Evaluation of Ontology Learning
K. Dellschaft, and S. Staab.
Proceedings of ISWC-2006 International Semantic Web Conference, Athens, GA, USA, Springer, LNCS, (November 2006)