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
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