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Communication Dans Un Congrès Année : 2003

Classification and tracking of hypermedia navigation patterns

Sylvain Bidel
  • Fonction : Auteur
Laurent Lemoine
  • Fonction : Auteur
Frédéric Piat

Résumé

We consider the classification and tracking of user navigation patterns for closed world hypermedia. We first propose a series of features characterizing different aspects of the navigation behavior. We then develop Hidden Markov models and a variant of these models called Multi-stream Hidden Markov models to track on line the behavior of a user. We also provide experimental results for the recognition of pre-defined user behaviors, using a home made basis.

Dates et versions

hal-01533307 , version 1 (06-06-2017)

Identifiants

Citer

Sylvain Bidel, Laurent Lemoine, Frédéric Piat, Thierry Artières, Patrick Gallinari. Classification and tracking of hypermedia navigation patterns. International Conference on Artificial Neural Networks, Jun 2003, Istanbul, Turkey. pp.891-900, ⟨10.1007/3-540-44989-2_106⟩. ⟨hal-01533307⟩
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