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Navigating Agents and Data Mining Interaction: Future Directions

Explore the key research issues and integration possibilities in Agents & Data Mining Interaction (ADMI), including methodologies, theoretical foundations, performance evaluation, successful case studies, and community development. Discover the potential for interaction and integration in ADMI research, positioning papers, high-quality engagement, and promising developments. Engage with leading researchers and groups advancing ADMI activities.

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Navigating Agents and Data Mining Interaction: Future Directions

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  1. Agents and Data Mining Interaction: Where to go next? Longbing CAO University of Technology Sydney

  2. ADMI-09withAAMAS2009

  3. Where to Go • Scientifically • Many specific research issues

  4. Where to Go • The scenario of Agents & Data Mining research • There are many groups/researchers working on both areas • But not so many on ADMI • Substantial interaction and integration? • What? • How?

  5. Where to Go • What are the directions of ADMI? • Foundation of agent-mining interaction & integration? • Methodologies? • Lifecycle, process and outcome aspects • Theoretical underpinnings? • AI and machine learning • Formal methods • Organizational/social computing • Emergent computation technologies • Performance evaluation

  6. Where to Go • Successful case studies and applications

  7. Where to Go • Community development • Agents: • IAT, AAMAS • Data mining: • SIGKDD, ICDM? • Special issues: • IEEE IS, …? • Mailing lists • Steering committee? • Events?

  8. A Long Way to Go • Position/survey papers • High quality papers that actually engage the coupling of agents and data mining • Successful applications • Research groups • Submissions from everywhere • Research leaders

  9. …, but Promising • Increasing researchers, papers, submissions, and interests on ADMI • Special issue on IEEE IS • Edited book by Springer • Leading researchers and groups in AAMAS and KDD are increasingly involving and contributing to ADMI activities • There is a need

  10. Let’s Closely Work Together www.agentmining.org

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