Self-organization and associative memory: 3rd edition
Self-organization and associative memory: 3rd edition
Information filtering and information retrieval: two sides of the same coin?
Communications of the ACM - Special issue on information filtering
Competitive agents for information filtering
Communications of the ACM - Special issue on information filtering
A semantics approach for KQML—a general purpose communication language for software agents
CIKM '94 Proceedings of the third international conference on Information and knowledge management
GroupLens: an open architecture for collaborative filtering of netnews
CSCW '94 Proceedings of the 1994 ACM conference on Computer supported cooperative work
An intelligent agent for high-precision text filtering
CIKM '95 Proceedings of the fourth international conference on Information and knowledge management
Recommending and evaluating choices in a virtual community of use
CHI '95 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Social information filtering: algorithms for automating “word of mouth”
CHI '95 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
An introduction to genetic algorithms
An introduction to genetic algorithms
Designing behaviors for information agents
AGENTS '97 Proceedings of the first international conference on Autonomous agents
Distributed Intelligent Agents
IEEE Expert: Intelligent Systems and Their Applications
Term Weighting Approaches in Automatic Text Retrieval
Term Weighting Approaches in Automatic Text Retrieval
Letizia: an agent that assists web browsing
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 1
Moving up the information food chain: deploying softbots on the world wide web
AAAI'96 Proceedings of the thirteenth national conference on Artificial intelligence - Volume 2
Partitioned multiagent systems in information oriented domains
Proceedings of the third annual conference on Autonomous Agents
The reader's helper: a personalized document reading environment
Proceedings of the SIGCHI conference on Human Factors in Computing Systems
INSYDER — an information assistant for business intelligence
SIGIR '00 Proceedings of the 23rd annual international ACM SIGIR conference on Research and development in information retrieval
Effective access to large audiovisual assets based on user preferences
MULTIMEDIA '00 Proceedings of the 2000 ACM workshops on Multimedia
TalkMine: a soft computing approach to adaptive knowledge recommendation
Soft computing agents
Nonmonotonic reasoning for adaptive information filtering
ACSC '01 Proceedings of the 24th Australasian conference on Computer science
Predictive Statistical Models for User Modeling
User Modeling and User-Adapted Interaction
An Agent Framework for Intranet Document Management
Autonomous Agents and Multi-Agent Systems
Agent-based intelligent information dissemination in dynamically changing environments
Intelligent agents and their applications
An Agent-Based Personalized Search on a Multi-Search Engine Based on Internet Search Service
IDEAL '00 Proceedings of the Second International Conference on Intelligent Data Engineering and Automated Learning, Data Mining, Financial Engineering, and Intelligent Agents
Web Access to Large Audiovisual Assets Based on User Preferences
Multimedia Tools and Applications
Context-sensitive text mining and belief revision for intelligent information retrieval on the web
Web Intelligence and Agent Systems
Dynamic self organizing maps for discovery and sharing of knowledge in multi agent systems
Web Intelligence and Agent Systems
Autopoiesis, the immune system, and adaptive information filtering
Natural Computing: an international journal
On embedding task memory in services composition frameworks
ICWE'07 Proceedings of the 7th international conference on Web engineering
A review of evolutionary and immune-inspired information filtering
Natural Computing: an international journal
Information Processing and Management: an International Journal
Multiagent systems and information retrieval our experience with X.MAS
Expert Systems with Applications: An International Journal
Immune-Inspired adaptive information filtering
ICARIS'06 Proceedings of the 5th international conference on Artificial Immune Systems
Intelligent search on the internet
Reasoning, Action and Interaction in AI Theories and Systems
Agent and multi-agent applications to support distributed communities of practice: a short review
Autonomous Agents and Multi-Agent Systems
Self-organizing approaches for large-scale spray multiagent systems
Software Engineering for Multi-Agent Systems IV
Modeling cooperation in multi-agent communities
Cognitive Systems Research
Interface agents personalizing Web-based tasks
Cognitive Systems Research
An Integrative Framework for Strategic Intelligence
International Journal of Strategic Information Technology and Applications
Proceedings of the 15th annual conference companion on Genetic and evolutionary computation
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Amalthaea is an evolving, multi-agent ecosystem for personalizedfiltering, discovery, and monitoring of information sites. Amalthaea'sprimary application domain is the World Wide Web and its main purpose is toassist its users in finding interesting information. Two differentcategories of agents are introduced in the system: filtering agents thatmodel and monitor the interests of the user and discovery agents that modelthe information sources.A market-like ecosystem where the agents evolve,compete, and collaborate is presented: agents that are useful to the user orother agents reproduce, while low-performing agents are destroyed. Resultsfrom various experiments with different system configurations and varyingratios of user interests versus agents in the system are presented. Finallyissues like fine-tuning the initial parameters of the system andestablishing and maintaining equilibria in the ecosystem are discussed.