Ogmios a scalable NLP platform for annotating large web document collections

Ogmios a scalable NLP platform for annotating large web document collections

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时间:2019-05-27

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1、Ogmios:ascalableNLPplatformforannotatinglargewebdocumentcollectionsThierryHamon,JulienDerivière,AdelineNazarenkoLIPN–UMR7030CNRS–UniversitéParis1399av.J.B.Clément,F-93430Villetaneuse,FRANCETél.:33149402832,Fax.:33148260712firstname.lastname@lipn.univ-paris13.fr1Introduc

2、tionSearchengineslikeGoogleorYahooofferaccesstobillionsoftextualwebpages.ThesetoolsareverypopularandseemtobesufficientforalargenumberofgeneraluserqueriesontheInternet.However,someotherqueriesaremorecomplex,requiringspecificknowledgeorprocessingstrategies:noreallysatisfac

3、torysolutionexistsforthesere-quests.Thereisthusaneedformorespecificsearchenginesdedicatedtospecialiseddomainorusers.ConsideringthecaseoftextmininginMicrobiologyforexample,itisclearthatoneneedsmorethanexistingsearchenginesgiventhespecificityandthereliabilityoftheinformati

4、onthatissoughtbyscientists.Evenifrecentdevelopmentsinbiologyandbiomedicinearereportedinlargebibliographicaldatabases(e.g.Flybase,specialisedonDrosophiliaMenogasterorMedline),suchdatabasesandtheassociatedsearchingfunctionalitiesarenotsufficienttosatisfybiologists’specific

5、informationneeds,suchasfindinginformationongeneinteractionsinordertoprogressivelyfigureoutawholeinteractionnetwork.Wepreviouslyarguedthatlookingforthiskindofrelationalin-formationrequiresadomain-specificlinguisticanalysisandparsingofthedocuments(Alphonseetal.,2004).TheALV

6、ISprojectaimsatdevelopinganopensourcesearchengine,withextendedse-manticsearchfacilities.Comparedtostateoftheartsearchengines(likeGoogle,themostpopularone),theALVISsearchengineisdomainspecific.Itreliesonaspecialisedcrawler,whichselectsthewebpagesonterminologicalgrounds.I

7、ndexingexploitsvar-ioustypesoflinguisticanddomainspecificannotation(cf.figure1).Adedicatedin-terfacehelpsuserstorefinequeriesandanalysethecontentoftheretrieveddocuments.TheALVISsearchengineprocessesthequerymoreaccurately,takingintoaccountthetopicandthecontextofsearchtorefi

8、neboththequeryandthedocumentanalysis.Thispaperfocusesonthedesignandthedevelopmentofthetextprocessingplatform,Ogmios,w

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