• DocumentCode
    555890
  • Title

    The add-value of cases on WUM plans recommendation

  • Author

    Wanzeller, Cristina ; Belo, Orlando

  • Author_Institution
    Escola Super. de Tecnol. e Gestao, Inst. Politec. de Viseu, Viseu, Portugal
  • fYear
    2011
  • fDate
    18-21 Sept. 2011
  • Firstpage
    109
  • Lastpage
    116
  • Abstract
    Web Usage Mining is nowadays extremely useful to a diverse and growing number of users, from all types of organizations trying hard to reach the goals of their Web sites. However, inexperienced users, in particular, face several difficulties on developing and applying this kind of mining processes. One crucial and challenging task is selecting proper mining methods to deal with clickstream data analysis problems. We have been engaged on designing, developing and implementing a case based reasoning system, specifically devoted to assist users on knowledge discovery from clickstream data. The system´s main aim is to recommend the most suited mining plans, according to the nature of the problem under analysis. In this paper we present such system, giving emphasis to the retrieving of similar cases using a preliminary constructed case base.
  • Keywords
    Web sites; case-based reasoning; data analysis; data mining; recommender systems; WUM plan recommendation; Web sites; Web usage mining; case add-value; case based reasoning system; clickstream data analysis problems; knowledge discovery; Context; Data mining; Data models; Delta modulation; Knowledge based systems; Organizations; Problem-solving;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Science and Information Systems (FedCSIS), 2011 Federated Conference on
  • Conference_Location
    Szczecin
  • Print_ISBN
    978-1-4577-0041-5
  • Electronic_ISBN
    978-83-60810-35-4
  • Type

    conf

  • Filename
    6078173