Download ADMI-08

Agents and Data Mining Interaction:
Where to go next?
Longbing CAO
University of Technology Sydney
ADMI-09
with
AAMAS2009
Where to Go
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Scientifically
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Many specific research
issues
Where to Go
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The scenario of Agents & Data Mining research
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There are many groups/researchers working on both
areas
But not so many on ADMI
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Substantial interaction and integration?
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What?
How?
Where to Go

What are the directions of ADMI?
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Foundation of agent-mining interaction & integration?
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Methodologies?
Lifecycle, process and outcome aspects
Theoretical underpinnings?
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AI and machine learning
Formal methods
Organizational/social computing
Emergent computation technologies
Performance evaluation
Where to Go
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Successful case studies and applications
Where to Go
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Community development
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Agents:
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Data mining:
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SIGKDD, ICDM?
Special issues:
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IAT, AAMAS
IEEE IS, …?
Mailing lists
Steering committee?
Events?
A Long Way to Go
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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
…, but Promising
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Increasing researchers, papers, submissions,
and interests on ADMI
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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
Let’s Closely Work Together
www.agentmining.org