The society of mind
A procedural model of language understanding
Readings in natural language processing
Connectionist ideas and algorithms
Communications of the ACM
The appeal of parallel distributed processing
Parallel distributed processing: explorations in the microstructure of cognition, vol. 1
A general framework for parallel distributed processing
Parallel distributed processing: explorations in the microstructure of cognition, vol. 1
Learning and relearning in Boltzmann machines
Parallel distributed processing: explorations in the microstructure of cognition, vol. 1
Learning internal representations by error propagation
Parallel distributed processing: explorations in the microstructure of cognition, vol. 1
Symbolic and Neural Learning Algorithms: An Experimental Comparison
Machine Learning
Enabling technology for knowledge sharing
AI Magazine
Designing the user interface (2nd ed.): strategies for effective human-computer interaction
Designing the user interface (2nd ed.): strategies for effective human-computer interaction
Beyond hypertext: knowledge management for technical documentation
SIGDOC '92 Proceedings of the 10th annual international conference on Systems documentation
Sociomedia: multimedia, hypermedia, and the social construction of knowledge
Sociomedia: multimedia, hypermedia, and the social construction of knowledge
C4.5: programs for machine learning
C4.5: programs for machine learning
Beyond the repertory grid: new approaches to constructivist knowledge acquisition tool development
Knowledge acquisition as modeling
Agents that reduce work and information overload
Communications of the ACM
How might people interact with agents
Communications of the ACM
Knowledge-based multimedia systems
Multimedia systems
Fundamentals of neural networks: architectures, algorithms, and applications
Fundamentals of neural networks: architectures, algorithms, and applications
Adaptive resonance associative map
Neural Networks
An introduction to software agents
Software agents
Agent technology: foundations, applications, and markets
Agent technology: foundations, applications, and markets
Readings in agents
International Journal of Human-Computer Studies
Machine learning in automated text categorization
ACM Computing Surveys (CSUR)
Neural Networks for Pattern Recognition
Neural Networks for Pattern Recognition
Machine Learning
Neural Networks: A Comprehensive Foundation
Neural Networks: A Comprehensive Foundation
EVA: an interactive web-based collaborative learning environment
Computers & Education - Special section on multimedia in engineering education
Classifying Cells for Cancer Diagnosis Using Neural Networks
IEEE Expert: Intelligent Systems and Their Applications
Using Intelligent Agents to Identify Missing and Exploited Children
IEEE Intelligent Systems
Guest Editor's Introduction: Information Customization
IEEE Intelligent Systems
Adaptive Assistants for Customized E-Shopping
IEEE Intelligent Systems
Online Customized Index Synthesis in Commercial Web Sites
IEEE Intelligent Systems
Using Document Access Sequences to Recommend Customized Information
IEEE Intelligent Systems
Helping Online Customers Decide through Web Personalization
IEEE Intelligent Systems
Building Adaptive E-Catalog Communities Based on User Interaction Patterns
IEEE Intelligent Systems
Intelligent Agents on the Internet: Fact, Fiction, and Forecast
IEEE Expert: Intelligent Systems and Their Applications
AI on the WWW: Supply and Demand Agents
IEEE Expert: Intelligent Systems and Their Applications
Learning at the Knowledge Level
Machine Learning
Semantic Information Brokering: How Can a Multi-agent Approach Help?
CIA '99 Proceedings of the Third International Workshop on Cooperative Information Agents III
Is it an Agent, or Just a Program?: A Taxonomy for Autonomous Agents
ECAI '96 Proceedings of the Workshop on Intelligent Agents III, Agent Theories, Architectures, and Languages
Web Mining: Information and Pattern Discovery on the World Wide Web
ICTAI '97 Proceedings of the 9th International Conference on Tools with Artificial Intelligence
On artificial agents for negotiation in electronic commerce
On artificial agents for negotiation in electronic commerce
Implicit feedback for inferring user preference: a bibliography
ACM SIGIR Forum
A perspective on software agents research
The Knowledge Engineering Review
The Contract Net Protocol: High-Level Communication and Control in a Distributed Problem Solver
IEEE Transactions on Computers
The lack of a priori distinctions between learning algorithms
Neural Computation
MLTutor: An Application of Machine Learning Algorithms for an Adaptive Web-based Information System
International Journal of Artificial Intelligence in Education
The art of artificial intelligence: themes and case studies of knowledge engineering
IJCAI'77 Proceedings of the 5th international joint conference on Artificial intelligence - Volume 2
An experimental comparison of symbolic and connectionist learning algorithms
IJCAI'89 Proceedings of the 11th international joint conference on Artificial intelligence - Volume 1
IJCAI'89 Proceedings of the 11th international joint conference on Artificial intelligence - Volume 1
Artificial neural network control of a heat exchanger in a closed flow air circuit
Applied Soft Computing
Low-complexity fuzzy relational clustering algorithms for Web mining
IEEE Transactions on Fuzzy Systems
IEEE Transactions on Neural Networks
Expert Systems with Applications: An International Journal
International Journal of Business Information Systems
CROS: A Contingency Response multi-agent system for Oil Spills situations
Applied Soft Computing
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The growth and advancement in the Internet and the World Wide Web has led to an explosion in the amount of available information. This staggering amount of information has made it extremely difficult for users to locate and retrieve information that is actually relevant to their task at hand. Dealing with this problem of ''information overload'' will need tools to customize the information space. In this paper we present MASACAD, a multi-agent system that learns to advise students by mining the Web and discuss important problems in relationship to information customization systems and smooth the way for possible solutions. The main idea is to approach information customization using a multi-agent paradigm in combination with a number of aspects from the domains of machine learning, user modeling, and Web mining.