Adaptation in natural and artificial systems
Adaptation in natural and artificial systems
Fuzzy sets and fuzzy logic: theory and applications
Fuzzy sets and fuzzy logic: theory and applications
A Taxonomy of Recommender Agents on theInternet
Artificial Intelligence Review
The particle swarm optimization algorithm: convergence analysis and parameter selection
Information Processing Letters
A Neural Network Based Approach to Automated E-Mail Classification
WI '03 Proceedings of the 2003 IEEE/WIC International Conference on Web Intelligence
Incremental personalized web page mining utilizing self-organizing HCMAC neural network
Web Intelligence and Agent Systems
Classification and Learning Using Genetic Algorithms: Applications in Bioinformatics and Web Intelligence (Natural Computing Series)
A cognitive approach for agent-based personalized recommendation
Knowledge-Based Systems
Introduction to intelligent techniques for Web personalization
ACM Transactions on Internet Technology (TOIT)
Swarm intelligence in e-learning: a learning object sequencing agent based on competencies
Proceedings of the 10th annual conference on Genetic and evolutionary computation
Web search engine working as a bee hive
Web Intelligence and Agent Systems
Wasp: A Multi-agent System for Multiple Recommendations Problem
NWESP '08 Proceedings of the 2008 4th International Conference on Next Generation Web Services Practices
Application of neural networks and Kano's method to content recommendation in web personalization
Expert Systems with Applications: An International Journal
CompSysTech '08 Proceedings of the 9th International Conference on Computer Systems and Technologies and Workshop for PhD Students in Computing
Computational Intelligence: An Introduction
Computational Intelligence: An Introduction
A neuro-fuzzy strategy for web personalization
AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 3
Automatically personalizing user interfaces
IJCAI'03 Proceedings of the 18th international joint conference on Artificial intelligence
Challenges for artificial immune systems
WIRN'05 Proceedings of the 16th Italian conference on Neural Nets
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The main computational intelligence methods (CI) for personalization of web-based systems are identified and critical reviewed: 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. Each method is discussed regarding its application to personalization of web-based systems. A taxonomy for personalization of web systems based on CI methods is proposed. It identifies two main approaches to personalize web-based systems as profile generation and profile exploitation which are further classified as either personalized navigation or personalized content. Future directions for application of CI modeling for personalization are discussed.