Experiences from the anatomy track in the ontology alignment evaluation initiative

Table 7 Matching Strategies in the participating systems - 1

System	String-based strategies	Structure-based strategies	Constraint-based strategies	Instance-based strategies
AgreementMaker	SubString, Edit-Distance, TF-IDF	✓	✓	✓
ALIN	SimMetrics API^a, WS4J API^b	✓	-	-
AML	Jaccard, I-Sub	✓	✓	✓
Anchor-Flood	Jaro-Winkler	✓	-	✓
AOAS	Jaro-Winkler	✓	-	-
AOT, AOTL	Edit-Distance, Block-Distance,
	SLIM-Winkler, Jaro-Winkler,	-	-	-
	Smith-Winkler, Needleman-Wunsch
AROMA	Jaro-Winkler	✓	✓	-
ASMOV	Edit-Distance	✓	✓	✓
BLOOMS	Jaccard, Exact Match, Lin,	-	-	-
	Jaro-Winkler
CIDER-CL	Soft TF-IDF, Jaro-Winkler	✓	-	-
CODI	Edit-Distance, Jaro-Winkler, Cosine,
	Smith-Waterman, Jaccard,	✓	✓	✓
	Overlap coefficient
COMMAND	UMBC similarity Model	✓	-	-
CroMatcher	N-Gram, TF-IDF	✓	✓	✓
CSA	Edit-Distance, Wu-Palmer, TF-IDF	✓	-	✓
DKP-AOM, DKP-AOM-Lite	SimMetrics API^a	✓	✓	-
DSSim	Jaccard, Jaro-Winkler	✓	-	-
Eff2Match	Exact Match, TF-IDF	✓	-	-
Falcon-AO	I-Sub, TF-IDF	✓	-	-
FCA-Map	Exact Match	✓	-	-
GeRoMeSuite+SMB	Edit-Distance, Jaro-Winkler,	✓	-	✓
	I-Sub, Soft TF-IDF,
	SecondString Library^c
GMap	Edit-Distance, TF-IDF	✓	-	-
GOMMA, GOMMA-bk	Exact Match, N-gram	✓	-	✓
Hertuda	Damerau-Levenshtein^d	-	-	-
HotMatch	Damerau-Levenshtein^d	✓	✓	✓
IAMA	Edit-Distance	-	-	✓

^aSimMetrics API is a Java library that includes such string metrics as Jaccard, Jaro-Winkler and N-gram
^bWS4J (WordNet Similarity for Java) is a Java API containing string metrics like Wu-Palmer, Jiang-Conrath and Lin
^cSecondString library is a package containing string metrics such as Edit-Distance, Jaro, TF-IDF
^dDamerau-Levenshtein is a variant of Edit-distance that adds adjacent symbols’ transpositions into the distance measures

ISSN: 2041-1480