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1、北京郵電大學(xué)博士學(xué)位論文數(shù)據(jù)挖掘網(wǎng)格若干關(guān)鍵技術(shù)研究姓名：陳平申請學(xué)位級別：博士專業(yè)：計(jì)算機(jī)應(yīng)用技術(shù)指導(dǎo)教師：王柏20070226北京郵電大學(xué)博士學(xué)位論文數(shù)據(jù)挖掘網(wǎng)格若干關(guān)鍵技術(shù)研究于計(jì)算機(jī)之間的信息交互，把元數(shù)據(jù)模型用XMLSchwa進(jìn)行了描述，并詳細(xì)描述了一個(gè)實(shí)例．◆通過研究元數(shù)據(jù)服務(wù)的機(jī)制，根據(jù)元數(shù)據(jù)服務(wù)的應(yīng)用需求，提出了利Web服務(wù)技術(shù)構(gòu)建數(shù)據(jù)挖掘的元數(shù)據(jù)服務(wù)系統(tǒng)結(jié)構(gòu)，并給出了一個(gè)典型的利用Web服務(wù)方式提供的數(shù)據(jù)挖掘元數(shù)據(jù)服務(wù)的實(shí)例?！魯?shù)據(jù)挖掘網(wǎng)格原型系統(tǒng)設(shè)計(jì)實(shí)現(xiàn)和驗(yàn)證．為了展現(xiàn)數(shù)據(jù)挖掘網(wǎng)格體系結(jié)構(gòu)設(shè)計(jì)的正確性和可行性，設(shè)計(jì)實(shí)現(xiàn)了數(shù)據(jù)挖掘的一個(gè)原型
2、；通過原型系統(tǒng)的運(yùn)行，展示了數(shù)據(jù)挖掘網(wǎng)格的工作過程，并且通過具體的數(shù)據(jù)試驗(yàn)，驗(yàn)證了數(shù)據(jù)挖掘網(wǎng)格系統(tǒng)的可行性和高效性。關(guān)鍵詞：數(shù)據(jù)挖掘，網(wǎng)格架構(gòu)，并行計(jì)算，任務(wù)調(diào)度，元數(shù)據(jù)模型，元數(shù)據(jù)服務(wù)n北京郵電大學(xué)博士學(xué)位論文數(shù)據(jù)挖掘網(wǎng)格若干關(guān)鍵技術(shù)研究AbstractThisdissertationresearchesthedatamimngarchitectureandthekeytechnologiesSOthatthedesignandconstructionoftheDataMiningGrid(DMG)canbcguided．Severalchallenges
3、onthecomputationofthedataminingareintroducedinthefieldoftelecom．Thisdissertationtentativelyproposestheprincipleofdatamining鰣dandaddressestheemergingissues．Thekey把．chnologiesandproblemsoftheDMGageanalyzed．Thisdissertationproposesideasandmethodstosolvethoseproblemsandpresenttheprospe
4、ctofDMGInordertosolvethechanllengsoftheDMG，thisdissertationstudiesseveralkeytechnologies．Generally,theresearchworksofthisdissertationhavesixasfollowing：●Surveyofthetheoryandtechnologiesfordataminingandgridcomputing．Afteranalysisingthefeaturesoftheclassicalalgorithmandcomparisingthe
5、architecturesofgridnowadays，thedeficienciesofthesegridarchitecturesarepresented．IndicatesthattherealizationoftheDMGistheri曲twaytosolvetheproblemsoftelecomdatamining．●ProposedarchitectureofthedatamininggridByanalyzingtherequirementsofthedatamining鰣dandcomparingthearchitecturesofthe鰣
6、ds，thisdissertationproposedaDMGarchitecture．ThenthisdissertationdeseriptsmanyfeaturesoftheDMGforthepurposeofprovingthecorrectionandthepracticability,andaparadigmisdesignedandthesOeneananysismethodisintroducedin．●Proposedtheparallelalgorithmsforvariousdataminigalgorithms．thengeneral
7、parallelmethodisproposed．Theoptimizedschedulealgorithmisrealized．Thentheparallelalgorithmandtheschedulealgorithmaleanalyzed．ThisisaSuCcessofparallelalgorithmforfulfillingforthedataminingtask，whichcansupportthedataanalysisandtheknowledgediscoveryfortelecommCalTierbusinnessintelligen
8、ce．●Surveythemeata-datacri
