Southampton and The Open University. Preface(13)

Advanced Knowledge Technologies is recognised as a leading research programme conducted at some of the foremost informatics departments in Britain. It is also a training ground for a new generation of researchers. To highlight the work of these students, a

fomationIntegrationhavebeengivenanumberofnames,InformationIntegra-

tion,RecordLinkage,Deduplication,ObjectConsolidation,InformationFusion,

Merge/Purge,Deduplication,DataCleaning,ReferentialIntegrityandmany

more.Thisisstillhoweverafarfromsolvedsubject,theSemanticWebthrows

newchallengesandevengreateropportunitiestoresolvethisproblem,thegraph

structureandprovenanceofdataallowsgreaterabilitiestouseexternalresources

forIntegrationrequiringtheproblemtobereaddressedfortheSemanticWeb.

ThispapersetsoutaframeworkforthisintheArmadillosystem.

3SimMetrics:SimilarityLibrary

SimMetricsisanopensourceextensiblejavalibrarydevelopedforuseinAr-

madillowhichcontainsnumerousSimilarityMetrics1.

ASimilarityMetricisanalgorithmthat,giventwoinputs,typicallystrings,

returnsanumericmeasureoftheirsimilarity.Similaritymeasurescomefroma

varietyofdisciplines,includingstatistics,DNAanalysis,arti cialintelligence,in-

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