10 search results - page 1 / 2 » A Dynamic Clustering-Based Markov Model for Web Usage Mining |
CORR
2004
Springer
13 years 4 months ago
2004
Springer
Markov models have been widely utilized for modelling user web navigation behaviour. In this work we propose a dynamic clustering-based method to increase a Markov model's ac...
CIKM
2009
Springer
13 years 11 months ago
2009
Springer
This paper proposes the integration of semantic information drawn from a web application’s domain knowledge into all phases of the web usage mining process (preprocessing, patte...
ICDM
2009
IEEE
13 years 2 months ago
2009
IEEE
Abstract--Domain knowledge for web applications is currently being made available as domain ontology with the advent of the semantic web, in which semantics govern relationships am...
AI
2004
Springer
13 years 10 months ago
2004
Springer
Session reconstruction is an essential step in Web usage mining. The quality of reconstructed sessions affects the result of Web usage mining. This paper presents a new approach o...
WIDM
2005
ACM
13 years 10 months ago
2005
ACM
Markov models have been widely used for modelling users' navigational behaviour in the Web graph, using the transitional probabilities between web pages, as recorded in the w...