The Agents and Data Mining Interaction and Integration (AMII for short, or Agent Mining) has emerged as a promising area in recent years. This special interest group, AMII-SIG, aims to foster a forum for boosting the research and development on Agent Mining studies. AMII-SIG hosts events and efforts such as workshop series, special issues and edited books on Agent Mining research and applications.
Research Projects PDF Print E-mail

Research Projects

There are some projects related to AAMAS and KDD. However, there are only a few projects that really contribute to the specific area ---- Agent & Mining Interaction and Integration or similar topics.

To our limited knowledge, we list the following projects.

  • ILS [Silver:90]
  • GOLEM and INTEG.3 [Brazdil and Muggleton, 1991]
  • ANIMALS [Davies:93, Edwards:93]
  • MALE [Sian, 1991]
  • Carnot [Woelk et al., 1992]
  • PADMA (Parallel Data Mining Agents) [Kargupta, 1997]
  • JAM (Java Agents for Metalearning) [Stolfo, et al, 1997]
  • Papyrus [Bailey, 1999]
  • BODHI [Kargupta, 2000]
  • OPS [Gorodetski, 2000-05]
  • AA-2.0 (Agent Academy) [Mitkas, 2002-2006]
  • F-TRADE (Autonomous financial data mining platform) [Cao and Zhang, 2003]
  • Agent-based data mining and warehousing (US Patent) [Weiss, Michael; Mankovskii, Sergueii, 2005]
  • OWLS-MX (Hybrid Semantic Web Service Retrieval) [Klusch, 2005]
 

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