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Topics A. Agent-based technologies for data mining and knowledge discovery Intelligent Data Mining and Knowledge Discovery (DM&KDD) agents Architectures of DM&KDD agents Agent-based cooperative distributed DM&KDD Protocols for distributed data mining and KDD Data preprocessing and post-processing in agent-based DM&KDD Ontology and Distributed knowledge bases of DM&KDD MAS Agent-based technologies for DM&KDD Agent-based software tools for DM and KDD Applications and case studies (intrusion detection, situational awareness, learning of situation assessment, emergency monitoring and recovery, agent-based data and information fusion, etc.) B. Agent-based web mining Collaborative filtering and recommendation Community of practice discovery Context sensitive web mining Distributed resources discovery Global information foraging Goal-directed services planning Information and knowledge markets Learning user profiles Macroscopic behavior modeling Meta-knowledge discovery and representation Ontology-based web mining Recommender support systems Social networks mining Web content mining Web regularities and laws characterization Web topology and site hierarchy C. Evolving intelligence of agents and MAS Adaptation and Learning in Multi-Agent Systems Evolution and Individual Learning in Multi-Agent Systems Distributed Learning of MAS agents Learning of Co-ordination Learning for Real-Time Applications (On-line learning in agent-based real time systems) Evolutionary Agents and Emergent Multi-Agent Organization and Behavior |
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