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1、山東輕工業(yè)學(xué)院碩士學(xué)位論文負(fù)關(guān)聯(lián)規(guī)則增量更新技術(shù)的研究姓名：孫寶友申請(qǐng)學(xué)位級(jí)別：碩士專業(yè)：計(jì)算機(jī)應(yīng)用技術(shù)指導(dǎo)教師：姜合20090609山東輕工業(yè)學(xué)院碩士學(xué)位論文ABSTRACTRecentyears，withthepopularityofcomputer,theInteractandthedevelopmentofdatabase，thedatabasesinvariousapplicationfieldshaveaccumulatedlotsofdate．Throughdatamininganalysisa
2、ndunderstandingofthesedata,whichrevealsthehiddenusefulinformation,andbecomethemostactiveareasofresearch．MiningAssociationRulesofdataminingisanimportantmodel，andhasimportanttheoreticalvalueandprospectsforawidcrangeofapplicatiom．AssociationrulesonthedataCanha
3、vepositiveandnegativeassociationrulesonthecorrelation．Recetly,miningpositiveassociationruleshasawidespreadconcem．Itdidnotgivesufficientattentionforcontainnegativeornegativeattributesoftheprojectassociationrules．Howevgr,inmanyapplicationareas，thenegativethin
4、gsaroalsoveryimportantfactorsoftheSOUI'Cesofinformation,therefore，itisnecessarytostudythingsbetweenthenegativeandassociatedattributesrelations．Ontheotherhand,withthetimefl如nadatainthedatabasewillchange．Thisiswhatwecallincrementalupdatingproblems．GeneralSaIS
5、CoftheincrementalupdatingproblemCanbeunderstoodas"toincreaseorreducedataintheoriginaldatabase，andthentoupdatetherulesofassociationinthenowdatabase．Atpresent,theresearchontheincrementalupdatingforassociationrulesismainlyforthenegativeassociationrules．Forexam
6、ple，AgrawalRandSrikantRproposednJPalgorithm；BrinS，Motwani＆andSilversteinCproposedFUP2algorithm；FengYucaiandFengJianglinproposedIUAandPIUAalgorithmsinthehomeland．Theresearchontheincrementalupdatingfornegativeassociationrulesisrelativelysmall．Andthegeneralize
7、dincrementalupdatingisdividedinto：changesinthedatabaseandthechangesofmin-supportandthemin-confidence．Therearesomedifferencesbetweentheincrecmentalupdatingforthepositiveandnegativeassociationrules．Specificperformancesarethefollowing：①Positiveassociationrules
8、onlyexistinthefrequentitemstes，butthenegativeassociationrulesnotonlyexistinthefi'cquentitemsets，butmoreexistintheinfrequentitemsets；②Positiveassociationrolesonlyhaveoneform(A=>丑)，Butthenegativeassociat
