Skip to Main content Skip to Navigation
Conference papers

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

Abstract : 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.
Document type :
Conference papers
Complete list of metadatas

Cited literature [15 references]  Display  Hide  Download

https://hal.archives-ouvertes.fr/hal-01523089
Contributor : Hal Ifip <>
Submitted on : Tuesday, May 16, 2017 - 9:17:28 AM
Last modification on : Thursday, March 5, 2020 - 5:41:48 PM
Long-term archiving on: : Friday, August 18, 2017 - 12:26:20 AM

File

978-3-642-33412-2_14_Chapter.p...
Files produced by the author(s)

Licence


Distributed under a Creative Commons Attribution 4.0 International License

Identifiers

Citation

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⟩

Share

Metrics

Record views

286

Files downloads

168