Lost In Translation? Empirical Analysis Of Mapping Compositions For Large Ontologies. Tordai, A., van Ossenbruggen, J. R., Ghazvinian, A., Musen, M. A., & Noy, N. F. In Proceedings of International Workshop on Ontology Matching 2010 (5), November, 2010. Stichting Mathematisch Centrum.
Paper abstract bibtex When three or more ontologies have been aligned, longer chains of mapped concepts start to appear. In this paper, we empirically study the nature of these composite mappings, focusing on chains of (near) equivalence links of length two. We ask human experts to evaluate samples of composite mappings, taken from large real life data sets. Based on these evaluations, we analyze the features of mappings produced by composition in three different domains (bio-medicine, cultural heritage, and library subject headings), among ontologies in multiple languages (English, Dutch, German, and French), and using existing mappings that were created by different methods (lexical and instance-based methods).We examine the quality of the composite mappings relative to the quality of the input mappings and analyze how characteristics of the input mappings and the ontologies influence the composition.
@inproceedings{17079,
author = {Tordai, A. and van Ossenbruggen, J. R. and Ghazvinian, A. and Musen, M. A. and Noy, N. F.},
title = {Lost {In} {Translation}? {Empirical} {Analysis} {Of} {Mapping} {Compositions} {For} {Large} {Ontologies}},
booktitle = {Proceedings of International Workshop on Ontology Matching 2010 (5)},
conferencetitle = {International Workshop on Ontology Matching },
conferencedate = {2010, November 7},
conferencelocation = {Shanghai},
year = {2010},
month = {November},
publisher = {Stichting Mathematisch Centrum},
refereed = {y},
group = {INS2},
language = {en},
project = {Non-NWO Project 1},
abstract = {When three or more ontologies have been aligned, longer chains of mapped concepts start to appear. In this
paper, we empirically study the nature of these composite mappings, focusing on chains of (near) equivalence links
of length
two. We ask human experts to evaluate samples of composite mappings, taken from large real life data sets. Based on these
evaluations, we analyze the features of mappings produced by composition in three different domains
(bio-medicine, cultural
heritage, and library subject headings), among ontologies in multiple languages (English, Dutch, German, and French), and
using existing
mappings that were created by different methods (lexical and instance-based methods).We examine the quality
of the composite mappings relative to the quality
of the input mappings and analyze how characteristics of the input mappings
and the ontologies influence the composition.},
url = {http://www.dit.unitn.it/~p2p/OM-2010/om2010_Tpaper2.pdf},
}
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