Agents and Data Mining Interaction: 7th International Workshop on Agents and Data Mining Interation, ADMI 2011, Taipei, Taiwan, May 2-6, 2011, Revised Selected Papers

✍ Scribed by Peter Stone (auth.), Longbing Cao, Ana L. C. Bazzan, Andreas L. Symeonidis, Vladimir I. Gorodetsky, Gerhard Weiss, Philip S. Yu (eds.)

• Publisher: Springer-Verlag Berlin Heidelberg
• Year: 2012
• Tongue: English
• Leaves: 364
• Series: Lecture Notes in Computer Science 7103
• Edition: 1
• Category: Library

✦ Synopsis

This book constitutes the thoroughly refereed post-workshop proceedings of the 7th International Workshop on Agents and Data Mining Interaction, ADMI 2011, held in Taipei, Taiwan, in May 2011 in conjunction with AAMAS 2011, the 10th International Joint Conference on Autonomous Agents and Multiagent Systems.
The 11 revised full papers presented were carefully reviewed and selected from 24 submissions. The papers are organized in topical sections on agents for data mining; data mining for agents; and agent mining applications.

✦ Table of Contents

Front Matter....Pages -
Front Matter....Pages 1-1
Intersections of the Future: Using Fully Autonomous Vehicles....Pages 3-3
Toward a Methodology for Agent-Based Data Mining and Visualization....Pages 4-15
A Multi-agent Based Approach to Clustering: Harnessing the Power of Agents....Pages 16-29
Agent Enriched Distributed Association Rules Mining: A Review....Pages 30-45
Obtaining an Optimal MAS Configuration for Agent-Enhanced Mining Using Constraint Optimization....Pages 46-57
Towards a Numerical, Agent-Based, Behaviour Analysis: The Case of Tourism....Pages 58-85
A Comparative Study of a Financial Agent Based Simulator Across Learning Scenarios....Pages 86-97
Agent-Based Cluster Analysis of Tropical Cyclone Tracks in the Western North Pacific....Pages 98-113
Front Matter....Pages 115-115
Exploiting Domain Knowledge in Making Delegation Decisions....Pages 117-131
Data Mining to Support Human-Machine Dialogue for Autonomous Agents....Pages 132-155
An Instance-Window Based Classification Algorithm for Handling Gradual Concept Drifts....Pages 156-172
Towards a Multiagent-Based Distributed Intrusion Detection System Using Data Mining Approaches....Pages 173-194
Change Point Analysis for Intelligent Agents in City Traffic....Pages 195-210
Mining Frequent Agent Action Patterns for Effective Multi-agent-Based Web Service Composition....Pages 211-227
Enhancing Agent Intelligence through Evolving Reservoir Networks for Predictions in Power Stock Markets....Pages 228-247
Pricing Analysis in Online Auctions Using Clustering and Regression Tree Approach....Pages 248-257
Front Matter....Pages 259-259
The Impact of Recommender Systems on Item-, User-, and Rating-Diversity....Pages 261-287
Opinion Formation in the Social Web: Agent-Based Simulations of Opinion Convergence and Divergence....Pages 288-303
A Data-Driven Approach for Resource Gathering in Real-Time Strategy Games....Pages 304-315
Data Cloud for Distributed Data Mining via Pipelined MapReduce....Pages 316-330
Front Matter....Pages 259-259
Successful Efficient and Intelligent Retrieval Using Analytic Hierarchy Process....Pages 331-343
A Hybrid System Based on Multi-Agent Systems in Case of e-WeddingThailand....Pages 344-359
Back Matter....Pages -

✦ Subjects

Artificial Intelligence (incl. Robotics); Information Systems Applications (incl. Internet); Information Storage and Retrieval; Database Management; Computer Communication Networks; Data Mining and Knowledge Discovery