Proposing a Fuzzy Adaptation Mechanism Based on Cognitive Factors of Users for Web Personalization - Archive ouverte HAL Accéder directement au contenu
Communication Dans Un Congrès Année : 2012

Proposing a Fuzzy Adaptation Mechanism Based on Cognitive Factors of Users for Web Personalization

Efi Papatheocharous
  • Fonction : Auteur
  • PersonId : 1008254
Marios Belk
  • Fonction : Auteur
  • PersonId : 1005896
Panagiotis Germanakos
  • Fonction : Auteur
  • PersonId : 1005898
George Samaras
  • Fonction : Auteur
  • PersonId : 1005899

Résumé

The increased demand of Web services and diverse characteristics of users have resulted in a plethora of applications that aim to provide personalized services based on the heterogeneous needs and preferences of users. With the aim to enhance and support the personalization process of Web applications, an innovative adaptation mechanism is proposed. The mechanism is based on a series of psychometric measures which capture the cognitive style of users and a Computational Intelligence technique embracing Artificial Neural Networks and Fuzzy Logic. The proposed mechanism decides on the adaptation effects of Web applications and provides a personalized user experience. The proposed method has been evaluated with a user study and provides interesting insights with respect to the effect of adaptation in terms of task accuracy, performance and satisfaction of users while interacting with an adapted and a non-adapted version of the same Web environment.
Fichier principal
Vignette du fichier
978-3-642-33412-2_14_Chapter.pdf (310.21 Ko) Télécharger le fichier
Origine : Fichiers produits par l'(les) auteur(s)
Loading...

Dates et versions

hal-01523089 , version 1 (16-05-2017)

Licence

Paternité

Identifiants

Citer

Efi Papatheocharous, Marios Belk, Panagiotis Germanakos, George Samaras. Proposing a Fuzzy Adaptation Mechanism Based on Cognitive Factors of Users for Web Personalization. 8th International Conference on Artificial Intelligence Applications and Innovations (AIAI), Sep 2012, Halkidiki, Greece. pp.135-144, ⟨10.1007/978-3-642-33412-2_14⟩. ⟨hal-01523089⟩
173 Consultations
46 Téléchargements

Altmetric

Partager

Gmail Facebook X LinkedIn More