[ISCOn 2014]A novel statistical and linguistic features based technique for keyword extraction

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1、ANovelStatisticalandLinguisticFeaturesBasedTechniqueforKeywordExtractionAshleshaGuptaAshutoshDixitA.K.SharmaComputerEngineeringComputerEngineeringComputerEngineeringDepartmentDepartmentDepartmentYMCAUniversityofScience&YMCAUniversityofScience&B.S.AInstitut

2、eofTechnologyTechnologyTechnology&ManagementFaridabad,IndiaFaridabad,IndiaBallabgarh,Faridabad,Indiagupta_ashlesha@yahoo.co.indixit_ashutosh@rediffmail.comashokkale2@rediffmail.comAbstract—WWWisadecentralized,distributedandheterogeneousinformationresource.

3、WithincreasedindexersformanualassignmentofKeywords.ManualavailabilityofinformationthroughWWW,itisverykeywordextractionusesfixedtaxonomy,istimedifficulttoreadalldocumentstoretrievethedesiredconsumingandadifficulttask;Researchisthereforeresults;thereforether

4、eisaneedofsummarizationrequiredtofocusonmethodsthatcanautomaticallymethodswhichcanhelpinprovidingcontentsofagivendocumentinaprecisemanner.Keywordsofadocumentextractkeywordsfromdocuments.Thiscanactasanmayprovideacompactrepresentationofadocument’saidtogenera

5、tesummaryfeaturesfordocumentsthatcontent.Asaresultvariousalgorithmsandsystemswouldotherwisebeinaccessible.Thegoalofintendedtocarryoutautomatickeywordsextractionautomaticextractionistooptimizeinformationhavebeenproposedintherecentpast.However,thediscoveryan

6、dorganizationwithoutthedrawbacksexistingsolutionsrequireeithertrainingmodelsorrelatedwithmanualassignments.Inthispaperandomainspecificinformationforautomatickeywordunsupervisedalgorithmisbeingproposedthatextraction.Tocatertotheseshortcomingsaninnovativecom

7、bineskeywordextraction,andontologymining,hybridapproachforautomatickeywordextractiontoassistindomainspecificIndexingofaWebpage.usingstatisticalandlinguisticfeaturesofadocumenthasbeenproposed.Thisstatisticalandlinguistictechniquebasedkeywordextractionworkso

8、nanTherestofthepaperisorganizedasfollows:TheindividualdocumentwithoutanypriorparameterExistingapproachestokeywordExtractionarechangeandtakesfulladvantageofallthefeaturesofthecoveredinSectionII.SectionIIIdiscu