The following information was submitted:
Transactions: WSEAS TRANSACTIONS ON INFORMATION SCIENCE AND APPLICATIONS
Transactions ID Number: 89-443
Full Name: Tricia Rambharose
Position: Student
Age: ON
Sex: Female
Address: St. Augustine
Country: TRINIDAD AND TOBAGO
Tel: 766 2629
Tel prefix: 868
Fax:
E-mail address: rtrambharose@acm.org
Other E-mails: rtrambharose@gmail.com
Title of the Paper: Computational intelligence-based personalization of interactive web systems
Authors as they appear in the Paper: Tricia Rambharose, Alexander Nikov
Email addresses of all the authors: rtrambharose@acm.org,alexander.nikov@sta.uwi.edu
Number of paper pages: 14
Abstract: The main Computational Intelligence (CI) models for personalization of interactive web systems are identified as Fuzzy Systems, Genetic Algorithms, Neural Networks, Artificial Immune Systems and Swarm Intelligence which includes Particle Swarm Optimization, Ant Colony Optimization, Bee Colony Optimization and Wasp Colony Optimization. These models are reviewed and compared regarding their inception, functions, performance and application to personalization of interactive web systems. A taxonomy for personalization of interactive web systems based on CI methods is proposed. It uses two approaches to personalize web-based systems as profile generation and profile exploitation. Based on this taxonomy a general procedure and recommendations for personalization of interactive web systems are suggested. Future directions for application of CI modelling for personalization are discussed.
Keywords: Personalization, Computational Intelligence, Taxonomy, Web Systems, Modelling
EXTENSION of the file: .pdf
Special (Invited) Session: Personalization of Web-Based Systems based on Computational Intelligence Modeling
Organizer of the Session: 629-290
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