Autonomous Intelligent Systems: Agents and Data Mining: Second International Workshop, AIS ADM 2007, St. Petersburg, Russia, June 3-5, 2007, Proceedings

by Gorodetsky, Vladimir; Zhang, Chengqi; Skormin, Victor A.; Cao, Longbing

• ISBN13: 9783540728382
• ISBN10: 3540728384
• Format: Paperback
• Copyright: 2007-07-01
• Publisher: Springer Verlag

Summary

This book constitutes the refereed proceedings of the Second International Workshop on Autonomous Intelligent Systems: Agents and Data Mining, AIS-ADM 2007, held in St. Petersburg, Russia in June 2007. The 17 revised full papers and 6 revised short papers presented together with 4 invited lectures were carefully reviewed and selected from 39 submissions. The papers are organized in topical sections on agent and data mining, agent competition and data mining, as well as text mining, semantic Web, and agents.

Table of Contents

Invited Talks
Peer-to-Peer Data Mining, Privacy Issues, and Games	p. 1
Ontos Solutions for Semantic Web: Text Mining, Navigation and Analytics	p. 11
Robust Agent Communities	p. 28
WI Based Multi-aspect Data Analysis in a Brain Informatics Portal	p. 46
Agent and Data Mining
Agent-Mining Interaction: An Emerging Area	p. 60
Evaluating Knowledge Intensive Multi-agent Systems	p. 74
Towards an Ant System for Autonomous Agents	p. 88
Semantic Modelling in Agent-Based Software Development	p. 94
Combination Methodologies of Multi-agent Hyper Surface Classifiers: Design and Implementation Issues	p. 100
Security in a Mobile Agent Based DDM Infrastructure	p. 114
Automatic Extraction of Business Rules to Improve Quality in Planning and Consolidation in Transport Logistics Based on Multi-agent Clustering	p. 124
Intelligent Agents for Real Time Data Mining in Telecommunications Networks	p. 138
Architecture of Typical Sensor Agent for Learning and Classification Network	p. 153
Self-organizing Multi-agent Systems for Data Mining	p. 165
Role-Based Decision Mining for Multiagent Emergency Response Management	p. 178
Agent Competition and Data Mining
Virtual Markets: Q-Learning Sellers with Simple State Representation	p. 192
Fusion of Dependence Networks in Multi-agent Systems - Application to Support Net-Enabled Littoral Surveillance	p. 206
Multi-agent Framework for Simulation of Adaptive Cooperative Defense Against Internet Attacks	p. 212
On Competing Agents Consistent with Expert Knowledge	p. 229
On-Line Agent Teamwork Training Using Immunological Network Model	p. 242
Text Mining, Semantic Web, and Agents
Combination of Rough Sets and Genetic Algorithms for Text Classification	p. 256
Multi-agent Meta-search Engine Based on Domain Ontology	p. 269
Efficient Search Technique for Agent-Based P2P Information Retrieval	p. 275
Classification of Web Documents Using Concept Extraction from Ontologies	p. 287
Emotional Cognitive Agents with Adaptive Ontologies	p. 293
Viral Knowledge Acquisition Through Social Networks	p. 305
Chinese Weblog Pages Classification Based on Folksonomy and Support Vector Machines	p. 309
Author Index	p. 323
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