Agents and Data Mining Interaction: 4th International Workshop on Agents and Data Mining Interaction, ADMI 2009, Budapest, Hungary, May 10-15,2009, Revised Selected Papers

Longbing Cao (Editor), Vladimir Gorodetsky (Editor), Jiming Liu (Editor), Gerhard Weiss (Editor), Philip S. Yu (Editor)

Research output: Book/ReportBook or reportpeer-review

Abstract

The 2009 International Workshop on Agents and Data Mining Interaction (ADMI 2009) was a joint event with AAMAS 2009. In recent years, agents and data mining interaction (ADMI), or agent mining for short, has emerged as a very promising research field. Following the success of ADMI 2006 in Hong Kong, ADMI 2007 in San Jose, and ADMI 2008 in Sydney, the ADMI 2009 workshop in Budapest provided a premier forum for sharing research and engineering results, as well as potential challenges and prospects encountered in the synergy between agents and data mining.

As usual, the ADMI workshop encouraged and promoted theoretical and applied research and development, which aims at:

Exploiting agent-driven data mining and demonstrating how intelligent agent technology can contribute to critical data mining problems in theory and practice
Improving data mining-driven agents and showing how data mining can strengthen agent intelligence in research and practical applications.

Exploring the integration of agents and data mining toward super-intelligent information processing and systems.

Identifying challenges and directions for future research on the synergy between agents and data mining.

ADMI 2009 featured two invited talks and twelve selected papers. The first invited talk was on “Agents and Data Mining in Bioinformatics,” with the second focusing on “Knowledge-Based Reinforcement Learning.” The ten accepted papers are from seven countries. A majority of submissions came from European countries, indicating the boom of ADMI research in Europe. In addition, the two invited papers addressed fundamental issues related to agent-driven data mining, data mining-driven agents, and agent mining applications.

The proceedings of the ADMI workshops will be published as part of the LNAI series by Springer. We appreciate the support of Springer, and in particular Alfred Hofmann.
Original languageEnglish
PublisherSpringer Berlin Heidelberg
Number of pages211
Edition1st
ISBN (Electronic)9783642036033
ISBN (Print)9783642036026
DOIs
Publication statusPublished - 30 Jul 2009
Event4th International Workshop on Agents and Data Mining Interaction, ADMI 2009 - Budapest, Hungary
Duration: 10 May 200915 May 2009
https://link.springer.com/book/10.1007/978-3-642-03603-3

Publication series

NameLecture Notes in Computer Science
Volume5680
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349
NameLecture Notes in Artificial Intelligence
ISSN (Print)2945-9133
ISSN (Electronic)2945-9141
NameADMI: International Workshop on Agents and Data Mining Interaction

User-Defined Keywords

  • agent architectures
  • agent assignment
  • agent interaction
  • agent systems implementation
  • agent technology
  • agent-based simulation
  • agents
  • autonomous agent
  • autonomous agents
  • business benefit
  • classifier generation
  • collaborative filtering
  • community detection
  • complex systems
  • data mining

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