A logical calculus of the ideas immanent in nervous activity
Neurocomputing: foundations of research
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
An introduction to genetic algorithms
An introduction to genetic algorithms
Learning using an artificial immune system
Journal of Network and Computer Applications - Special issue on intelligent systems: design and applications. Part 2
Fuzzy logic and approximate reasoning
Fuzzy sets, fuzzy logic, and fuzzy systems
Practical genetic algorithms
Outline for a Logical Theory of Adaptive Systems
Journal of the ACM (JACM)
A user-centered design approach to personalization
Communications of the ACM
DARPA Neural Network Stdy
Artificial Immune Systems: A New Computational Intelligence Paradigm
Artificial Immune Systems: A New Computational Intelligence Paradigm
CHI '00 Extended Abstracts on Human Factors in Computing Systems
Proceedings of the 5th International Conference on Genetic Algorithms
Proceedings of the 5th International Conference on Genetic Algorithms
An Immunological Approach to Combinatorial Optimization Problems
IBERAMIA 2002 Proceedings of the 8th Ibero-American Conference on AI: Advances in Artificial Intelligence
The particle swarm optimization algorithm: convergence analysis and parameter selection
Information Processing Letters
HCC '02 Proceedings of the IEEE 2002 Symposia on Human Centric Computing Languages and Environments (HCC'02)
Personalization with Dynamic Profiler
WECWIS '01 Proceedings of the Third International Workshop on Advanced Issues of E-Commerce and Web-Based Information Systems (WECWIS '01)
Incremental Personalized Web Page Mining Utilizing Self-Organizing HCMAC Neural Network
WI '03 Proceedings of the 2003 IEEE/WIC International Conference on Web Intelligence
A Neural Network Based Approach to Automated E-Mail Classification
WI '03 Proceedings of the 2003 IEEE/WIC International Conference on Web Intelligence
Classification and Learning Using Genetic Algorithms: Applications in Bioinformatics and Web Intelligence (Natural Computing Series)
Personalized mining of web documents using link structures and fuzzy concept networks
Applied Soft Computing
A cognitive approach for agent-based personalized recommendation
Knowledge-Based Systems
Introduction to intelligent techniques for Web personalization
ACM Transactions on Internet Technology (TOIT)
Wasp swarm optimization of the c-means clustering model
International Journal of Intelligent Systems
Swarm intelligence in e-learning: a learning object sequencing agent based on competencies
Proceedings of the 10th annual conference on Genetic and evolutionary computation
The Electronic Road: Personalized Content Browsing
IEEE MultiMedia
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
Web-based evolutionary and adaptive information retrieval
IEEE Transactions on Evolutionary Computation
An object-oriented software implementation of a novel cuckoo search algorithm
ECC'11 Proceedings of the 5th European conference on European computing conference
Usage Profile Generation from Web Usage Data Using Hybrid Biclustering Algorithm
International Journal of Applied Evolutionary Computation
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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.