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

  • Longbing Cao
  • Ana L. C. Bazzan
  • Vladimir Gorodetsky
  • Pericles A. Mitkas
  • Gerhard Weiss
  • Philip S. Yu
Conference proceedings ADMI 2010

DOI: 10.1007/978-3-642-15420-1

Part of the Lecture Notes in Computer Science book series (LNCS, volume 5980)

Table of contents (15 papers)

  1. Front Matter
  2. Agents for Data Mining

    1. Front Matter
      Pages 1-1
    2. Integrating Workflow into Agent-Based Distributed Data Mining Systems
      Chayapol Moemeng, Xinhua Zhu, Longbing Cao
      Pages 4-15
    3. Pilot Study: Agent-Based Exploration of Complex Data in a Hospital Environment
      Ted Carmichael, Mirsad Hadzikadic, Ognjen Gajic
      Pages 16-26
  3. Data Mining for Agents

    1. Front Matter
      Pages 41-41
    2. A Data Mining Approach to Identify Obligation Norms in Agent Societies
      Bastin Tony Roy Savarimuthu, Stephen Cranefield, Maryam Purvis, Martin Purvis
      Pages 43-58
    3. Probabilistic Modeling of Mobile Agents’ Trajectories
      Štěpán Urban, Michal Jakob, Michal Pěchouček
      Pages 59-70
    4. Real-Time Sensory Pattern Mining for Autonomous Agents
      Pedro Sequeira, Cláudia Antunes
      Pages 71-83
  4. Data Mining in Agents

    1. Front Matter
      Pages 85-85
    2. Analyzing Agent-Based Simulations of Inter-organizational Networks
      Dominik Schmitz, Thomas Arzdorf, Matthias Jarke, Gerhard Lakemeyer
      Pages 87-102
    3. Clustering in a Multi-Agent Data Mining Environment
      Santhana Chaimontree, Katie Atkinson, Frans Coenen
      Pages 103-114
    4. Time-Based Reward Shaping in Real-Time Strategy Games
      Martin Midtgaard, Lars Vinther, Jeppe R. Christiansen, Allan M. Christensen, Yifeng Zeng
      Pages 115-125
    5. Wise Search Engine Based on LSI
      Yang Jianxiong, Junzo Watada
      Pages 126-136
    6. Pattern Recognition in Online Environment by Data Mining Approach
      MohammadReza EffatParvar, Mehdi EffatParvar, Maseud Rahgozar
      Pages 137-145
  5. Agent Mining Applications

    1. Front Matter
      Pages 147-147
    2. A Multiple System Performance Monitoring Model for Web Services
      Yong Yang, Dan Luo, Chengqi Zhang
      Pages 149-161
    3. Implementing an Open Reference Architecture Based on Web Service Mining for the Integration of Distributed Applications and Multi-Agent Systems
      Dionisis D. Kehagias, Dimitrios Tzovaras, Efthimia Mavridou, Kostantinos Kalogirou, Martin Becker
      Pages 162-177
    4. Minority Game Data Mining for Stock Market Predictions
      Ying Ma, Guanyi Li, Yingsai Dong, Zengchang Qin
      Pages 178-189

About these proceedings

Keywords

agent mining agents data mining knowledge discovery machine learning multi-agent systems multiagent systems

Editors and affiliations

  • Longbing Cao
    • 1
  • Ana L. C. Bazzan
    • 2
  • Vladimir Gorodetsky
    • 3
  • Pericles A. Mitkas
    • 4
  • Gerhard Weiss
    • 5
  • Philip S. Yu
    • 6
  1. 1.University of TechnologySydneyAustralia
  2. 2.Universidade Federal do Rio Grande do SulBrazil
  3. 3.St. Petersburg Institute for Informatics and AutomationRussia
  4. 4.Aristotle University of ThessalonikiGreece
  5. 5.University of MaastrichtThe Netherlands
  6. 6.University of Illinois at ChicagoUSA

Bibliographic information

  • Copyright Information Springer-Verlag Heidelberg 2010
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Computer Science
  • Print ISBN 978-3-642-15419-5
  • Online ISBN 978-3-642-15420-1
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349