Presentation on theme: "Agents and Data Mining Interaction: Where to go next? Longbing CAO University of Technology Sydney."— Presentation transcript:
Agents and Data Mining Interaction: Where to go next? Longbing CAO University of Technology Sydney
ADMI-09 with AAMAS2009
Where to Go Scientifically Many specific research issues
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?
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
Where to Go Successful case studies and applications
Where to Go Community development Agents: IAT, AAMAS Data mining: SIGKDD, ICDM? Special issues: IEEE IS, …? Mailing lists Steering committee? Events?
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
…, 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