Agents and Data Mining Interaction : 6th International Workshop on Agents and Data Mining Interaction, ADMI 2010, Toronto, on, Canada, May 11, 2010, Revised Selected Papers

by Cao, Longbing; Bazzan, Ana L. C.; Gorodetsky, Vladimir; Mitkas, Pericles A.; Weiss, Gerhard

• ISBN13: 9783642154195
• ISBN10: 3642154190
• Format: Paperback
• Copyright: 2010-09-24
• Publisher: Springer-Verlag New York Inc

Summary

This book constitutes the refereed proceedings of the 6th International Workshop on Agents and Data Mining Interaction, ADMI 2010, held in Toronto, Canada, in May 2010.The 15 revised full papers presented were carefully reviewed and selected from 37 submissions. The papers are organized in topical sections on agents for data mining; data mining for agents; data mining in agents; and agent mining applications.

Table of Contents

Agents for Data Mining
Finding Useful Items and Links in Social and Agent Networks	p. 3
Integrating Workflow into Agent-Based Distributed Data Mining Systems	p. 4
Pilot Study: Agent-Based Exploration of Complex Data in a Hospital Environment	p. 16
Multi-agent Information Retrieval in Heterogeneous Industrial Automation Environments	p. 27
Data Mining for Agents
A Data Mining Approach to Identify Obligation Norms in Agent Societies	p. 43
Probabilistic Modeling of Mobile Agents' Trajectories	p. 59
Real-Time Sensory Pattern Mining for Autonomous Agents	p. 71
Data Mining in Agents
Analyzing Agent-Based Simulations of Inter-organizational Networks	p. 87
Clustering in a Multi-Agent Data Mining Environment	p. 103
Time-Based Reward Shaping in Real-Time Strategy Games	p. 115
Wise Search Engine Based on LSI	p. 126
Pattern Recognition in Online Environment by Data Mining Approach	p. 137
Agent Mining Applications
A Multiple System Performance Monitoring Model for Web Services	p. 149
Implementing an Open Reference Architecture Based on Web Service Mining for the Integration of Distributed Applications and Multi-Agent Systems	p. 162
Minority Game Data Mining for Stock Market Predictions	p. 178
Author Index	p. 191
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