Modeling users on the World Wide Web based on cognitive factors, navigation behavior and clustering techniques

@article{Belk2013ModelingUO,
  title={Modeling users on the World Wide Web based on cognitive factors, navigation behavior and clustering techniques},
  author={Marios Belk and Efi Papatheocharous and Panagiotis Germanakos and George Samaras},
  journal={J. Syst. Softw.},
  year={2013},
  volume={86},
  pages={2995-3012}
}
  • Marios Belk, Efi Papatheocharous, +1 author George Samaras
  • Published in J. Syst. Softw. 2013
  • Computer Science
  • This paper focuses on modeling users' cognitive styles based on a set of Web usage mining techniques on user navigation patterns and clickstream data. Main aim is to investigate whether specific clustering techniques can group users of particular cognitive style using measures obtained from psychometric tests and content navigation behavior. Three navigation metrics are proposed and utilized to find identifiable groups of users that have similar navigation patterns in relation to their… CONTINUE READING

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