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

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Presentation on theme: "Agents and Data Mining Interaction: Where to go next? Longbing CAO University of Technology Sydney."— Presentation transcript:

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

2 ADMI-09 with AAMAS2009

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


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