Mix'n'Match: Iteratively Combining Ontology Matchers in an Anytime Fashion. Steyskal, S. & Polleres, A. In 8th International Workshop on Ontology Matching, volume 111, of CEUR Workshop Proceedings, Sydney, Australia, October, 2013. CEUR-WS.org. Extended version avaiable at: ˘rlhttp://www.steyskal.info/om2013/extendedversion.pdfPaper abstract bibtex We present a novel architecture for combining off-the-shelf ontology matchers based on iterative calls and exchanging information in the form of reference alignments. Unfortunately though, only a few of the matchers contesting in the past years' OAEI campaigns actually allow the provision of reference alignments in the standard OAEI alignment format to support such a combined matching process. We bypass this lacking functionality by using simple URI replacement to ``emulate'' reference alignments in the aligned ontologies. While some matchers still consider classes and proper- ties in ontologies aligned in such fashion as different, we experimentally prove that our iterative approach benefits from this emulation, achieving the best results in terms of F-measure on parts of the OAEI benchmark suite, compared to the single results of the competing matchers as well as their combined results. The new combined matcher – Mix'n'Match – integrates different matchers in a multi-threaded architecture and pro- vides an anytime behavior in the sense that it can be stopped anytime with the best combined matchings found so far
@inproceedings{stey-poll-2013OM,
Abstract = {We present a novel architecture for combining off-the-shelf
ontology matchers based on iterative calls and exchanging information in
the form of reference alignments. Unfortunately though, only a few of the
matchers contesting in the past years' OAEI campaigns actually allow
the provision of reference alignments in the standard OAEI alignment
format to support such a combined matching process. We bypass this
lacking functionality by using simple URI replacement to ``emulate'' reference alignments in the
aligned ontologies. While some matchers still consider classes and proper-
ties in ontologies aligned in such fashion as different, we experimentally
prove that our iterative approach benefits from this emulation, achieving
the best results in terms of F-measure on parts of the OAEI benchmark
suite, compared to the single results of the competing matchers as well
as their combined results. The new combined matcher -- Mix'n'Match --
integrates different matchers in a multi-threaded architecture and pro-
vides an anytime behavior in the sense that it can be stopped anytime
with the best combined matchings found so far},
Address = {Sydney, Australia},
Author = {Simon Steyskal and Axel Polleres},
Booktitle = {8th International Workshop on Ontology Matching},
Month = oct,
day = 21,
Publisher = {CEUR-WS.org},
Volume = 111,
Series = {CEUR Workshop Proceedings},
Title = {Mix'n'Match: Iteratively Combining Ontology Matchers in an Anytime Fashion},
Type = ws,
url={http://ceur-ws.org/Vol-1111/om2013_poster3.pdf},
Year = 2013,
note = {Extended version avaiable at: \url{http://www.steyskal.info/om2013/extendedversion.pdf}}
}
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