Fuzzy sets and fuzzy logic: theory and applications
Fuzzy sets and fuzzy logic: theory and applications
Neural fuzzy systems: a neuro-fuzzy synergism to intelligent systems
Neural fuzzy systems: a neuro-fuzzy synergism to intelligent systems
From user access patterns to dynamic hypertext linking
Proceedings of the fifth international World Wide Web conference on Computer networks and ISDN systems
The World-Wide Web: quagmire or gold mine?
Communications of the ACM
Web document clustering: a feasibility demonstration
Proceedings of the 21st annual international ACM SIGIR conference on Research and development in information retrieval
Tailoring the interaction with users in electronic shops
UM '99 Proceedings of the seventh international conference on User modeling
User modeling in adaptive interfaces
UM '99 Proceedings of the seventh international conference on User modeling
Learning user's preferences by analyzing Web-browsing behaviors
AGENTS '00 Proceedings of the fourth international conference on Autonomous agents
Personalization on the Net using Web mining: introduction
Communications of the ACM
Automatic personalization based on Web usage mining
Communications of the ACM
Applying genetic algorithms to query optimization in document retrieval
Information Processing and Management: an International Journal
Personalization of search engine services for effective retrieval and knowledge management
ICIS '00 Proceedings of the twenty first international conference on Information systems
ACM SIGKDD Explorations Newsletter
Web user clustering from access log using belief function
Proceedings of the 1st international conference on Knowledge capture
Effective personalization based on association rule discovery from web usage data
Proceedings of the 3rd international workshop on Web information and data management
Evolution and Optimum Seeking: The Sixth Generation
Evolution and Optimum Seeking: The Sixth Generation
Genetic Algorithms in Search, Optimization and Machine Learning
Genetic Algorithms in Search, Optimization and Machine Learning
Pattern Recognition with Fuzzy Objective Function Algorithms
Pattern Recognition with Fuzzy Objective Function Algorithms
Foundations of Neuro-Fuzzy Systems
Foundations of Neuro-Fuzzy Systems
Comparison of interestingness functions for learning web usage patterns
Proceedings of the eleventh international conference on Information and knowledge management
E-Commerce Recommendation Applications
Data Mining and Knowledge Discovery
Discovery of Web Robot Sessions Based on their Navigational Patterns
Data Mining and Knowledge Discovery
Machine Learning for User Modeling
User Modeling and User-Adapted Interaction
On Using a Warehouse to Analyze Web Logs
Distributed and Parallel Databases
Web Search Using a Genetic Algorithm
IEEE Internet Computing
Amazon.com Recommendations: Item-to-Item Collaborative Filtering
IEEE Internet Computing
Web mining for web personalization
ACM Transactions on Internet Technology (TOIT)
PKDD '99 Proceedings of the Third European Conference on Principles of Data Mining and Knowledge Discovery
Hybrid Computational Intelligence Schemes in Complex Domains: An Extended Review
SETN '02 Proceedings of the Second Hellenic Conference on AI: Methods and Applications of Artificial Intelligence
An Evolutionary Approach to Automatic Web Page Categorization and Updating
WI '01 Proceedings of the First Asia-Pacific Conference on Web Intelligence: Research and Development
A Hybrid Approach to Web Usage Mining
DaWaK 2000 Proceedings of the 4th International Conference on Data Warehousing and Knowledge Discovery
A Cube Model and Cluster Analysis for Web Access Sessions
WEBKDD '01 Revised Papers from the Third International Workshop on Mining Web Log Data Across All Customers Touch Points
Exploiting Web Log Mining for Web Cache Enhancement
WEBKDD '01 Revised Papers from the Third International Workshop on Mining Web Log Data Across All Customers Touch Points
WI '01 Proceedings of the First Asia-Pacific Conference on Web Intelligence: Research and Development
A Fuzzy Approach for Mining Quantitative Association Rules
A Fuzzy Approach for Mining Quantitative Association Rules
Untangling compound documents on the web
Proceedings of the fourteenth ACM conference on Hypertext and hypermedia
Web usage mining: discovery and application of interesting patterns from web data
Web usage mining: discovery and application of interesting patterns from web data
Textual information retrieval with user profiles using fuzzy clustering and inferencing
Intelligent exploration of the web
Web Usage Mining as a Tool for Personalization: A Survey
User Modeling and User-Adapted Interaction
Introduction to Evolutionary Computing
Introduction to Evolutionary Computing
Web Communities: Models and Algorithms
World Wide Web
Reinforcement Learning Architecture for Web Recommendations
ITCC '04 Proceedings of the International Conference on Information Technology: Coding and Computing (ITCC'04) Volume 2 - Volume 2
Computational Web Intelligence: Intelligent Technology for Web Applications
Computational Web Intelligence: Intelligent Technology for Web Applications
Accurate web recommendations based on profile-specific url-predictor neural networks
Proceedings of the 13th international World Wide Web conference on Alternate track papers & posters
Mining interesting knowledge from weblogs: a survey
Data & Knowledge Engineering
Data Mining: Concepts and Techniques
Data Mining: Concepts and Techniques
Graph Neural Networks for Ranking Web Pages
WI '05 Proceedings of the 2005 IEEE/WIC/ACM International Conference on Web Intelligence
Optimizing Dynamic Web Service Component Composition by Using Evolutionary Algorithms
WI '05 Proceedings of the 2005 IEEE/WIC/ACM International Conference on Web Intelligence
An Efficient Technique for Mining Usage Profiles Using Relational Fuzzy Subtractive Clustering
WIRI '05 Proceedings of the International Workshop on Challenges in Web Information Retrieval and Integration
Adaptive Web Search: Evolving a Program That Finds Information
IEEE Intelligent Systems
Modeling human behavior in user-adaptive systems: Recent advances using soft computing techniques
Expert Systems with Applications: An International Journal
Knowledge discovery by a neuro-fuzzy modeling framework
Fuzzy Sets and Systems
Discovering prediction rules in AHA! courses
UM'03 Proceedings of the 9th international conference on User modeling
Multivariate preference models and decision making with the MAUT machine
UM'03 Proceedings of the 9th international conference on User modeling
A neuro-fuzzy approach in student modeling
UM'03 Proceedings of the 9th international conference on User modeling
HYREC: a hybrid recommendation system for e-commerce
ICCBR'05 Proceedings of the 6th international conference on Case-Based Reasoning Research and Development
Intelligent techniques for web personalization
ITWP'03 Proceedings of the 2003 international conference on Intelligent Techniques for Web Personalization
An overview of web data clustering practices
EDBT'04 Proceedings of the 2004 international conference on Current Trends in Database Technology
Low-complexity fuzzy relational clustering algorithms for Web mining
IEEE Transactions on Fuzzy Systems
Web mining in soft computing framework: relevance, state of the art and future directions
IEEE Transactions on Neural Networks
Fuzzy multi-layer perceptron, inferencing and rule generation
IEEE Transactions on Neural Networks
A web personalizing technique using adaptive data structures: The case of bursts in web visits
Journal of Systems and Software
Personalized recommender systems integrating tags and item taxonomy
Web Intelligence and Agent Systems
CooL-AgentSpeak: Endowing AgentSpeak-DL agents with plan exchange and ontology services
Web Intelligence and Agent Systems
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Computational Intelligence (CI) paradigms reveal to be potential tools to face under the Web uncertainty. In particular, CI techniques may be properly exploited to handle Web usage data and develop Web-based applications tailored on users preferences. The main rationale behind this success is the synergy resulting from CI components, such as fuzzy logic, neural networks and genetic algorithms. In fact, rather than being competitive, each of these computing paradigms provides complementary reasoning and searching methods that allow the use of domain knowledge and empirical data to solve complex problems. This paper focuses on the major Computational Intelligent combinations applied in the context of Web personalization, by providing different examples of intelligent systems which have been designed to provide Web users with the information they search, without expecting them to ask for it explicitly. In particular, this paper emphasizes the suitability of hybrid schemes deriving from the profitable combination of different CI methodologies for the development of effective Web personalization systems.