• Title/Summary/Keyword: SVM(Support Vector Machne)

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Dynamic Web Information Predictive System Using Ensemble Support Vector Machine (앙상블 SVM을 이용한 동적 웹 정보 예측 시스템)

  • Park, Chang-Hee;Yoon, Kyung-Bae
    • The KIPS Transactions:PartB
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    • v.11B no.4
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    • pp.465-470
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    • 2004
  • Web Information Predictive Systems have the restriction such as they need users profiles and visible feedback information for obtaining the necessary information. For overcoming this restrict, this study designed and implemented Dynamic Web Information Predictive System using Ensemble Support Vector Machine to be able to predict the web information and provide the relevant information every user needs most by click stream data and user feedback information, which have some clues based on the data. The result of performance test using Dynamic Web Information Predictive System using Ensemble Support Vector Machine against the existing Web Information Predictive System has preyed that this study s method is an excellence solution.