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.
Author(s): Sandip Sen (auth.), Longbing Cao, Ana L. C. Bazzan, Vladimir Gorodetsky, Pericles A. Mitkas, Gerhard Weiss, Philip S. Yu (eds.)
Series: Lecture Notes in Computer Science 5980 : Lecture Notes in Artificial Intelligence
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2010
Language: English
Pages: 192
Tags: Artificial Intelligence (incl. Robotics); Information Systems Applications (incl.Internet); Information Storage and Retrieval; Database Management; Computer Communication Networks; Data Mining and Knowledge Discovery
Front Matter....Pages -
Front Matter....Pages 1-1
Finding Useful Items and Links in Social and Agent Networks....Pages 3-3
Integrating Workflow into Agent-Based Distributed Data Mining Systems....Pages 4-15
Pilot Study: Agent-Based Exploration of Complex Data in a Hospital Environment....Pages 16-26
Multi-agent Information Retrieval in Heterogeneous Industrial Automation Environments....Pages 27-39
Front Matter....Pages 41-41
A Data Mining Approach to Identify Obligation Norms in Agent Societies....Pages 43-58
Probabilistic Modeling of Mobile Agents’ Trajectories....Pages 59-70
Real-Time Sensory Pattern Mining for Autonomous Agents....Pages 71-83
Front Matter....Pages 85-85
Analyzing Agent-Based Simulations of Inter-organizational Networks....Pages 87-102
Clustering in a Multi-Agent Data Mining Environment....Pages 103-114
Time-Based Reward Shaping in Real-Time Strategy Games....Pages 115-125
Wise Search Engine Based on LSI....Pages 126-136
Pattern Recognition in Online Environment by Data Mining Approach....Pages 137-145
Front Matter....Pages 147-147
A Multiple System Performance Monitoring Model for Web Services....Pages 149-161
Implementing an Open Reference Architecture Based on Web Service Mining for the Integration of Distributed Applications and Multi-Agent Systems....Pages 162-177
Minority Game Data Mining for Stock Market Predictions....Pages 178-189
Back Matter....Pages -
