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Subject: The Ninth International Workshop on Agents and Data Mining Interaction (ADMI-13)
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The Ninth International Workshop on Agents and Data Mining Interaction (ADM=
I-13)
May 06-10, 2013 Saint Paul, Minnesota, USA
http://admi13.agentmining.org/
Held in conjunction with:
The Twelfth International Conference on Autonomous Agents and Multiagent Sy=
stems (AAMAS2013)
http://http://aamas2013.cs.umn.edu/
Important dates:
? Electronic submission of full papers:	February 11, 2013
? Notification of paper acceptance:	March 11, 2013
? Camera-ready copies of accepted papers:	March 30, 2013
? AAMAS-2013 workshop:	May 6-7, 2013
=20
Scope:
The ADMI workshop provides a premier forum for sharing research and enginee=
ring results, as well as potential challenges and prospects encountered in =
the respective communities and the coupling between agents and data mining.=
 The workshop welcomes theoretical work and applied dissemination aiming to=
:
exploit agent-enriched data mining and demonstrate how intelligent agent te=
chnology can contribute to critical data mining problems in theory and prac=
tice;
improve data mining-driven agents and show how data mining can strengthen a=
gent intelligence in research and practical applications;
explore the integration of agents and data mining towards a super-intellige=
nt system;
discuss existing results, new problems, challenges and impact of integratio=
n of agent and data mining technologies as applied to highly distributed he=
terogeneous, including mobile, systems operating in ubiquitous and P2P envi=
ronments;
identify challenges and directions for future research and development on t=
he synergy between agents and data mining.
=20
Topics of Interest
The workshop encourages submissions on, but not limited to:
1. Principles and foundations for agent mining=20
- Theoretical foundations for interaction between agents and data mining
- Formal frameworks and infrastructure=20
- Interaction design for agent mining
- Challenges and prospects
=20
2. Performance evaluation and validation for agent mining
- Evaluation methodologies and strategies
- Evaluation metric, benchmarks and testbeds
- Toolbox development
- Agent driven and enhanced data mining technologies
- Adaptive mining techniques in general data mining concepts including clus=
tering, classification, etc.
- Active learning for intelligent data analysis
- Agent based web mining, text mining and information retrieval
- Agent or actor oriented analysis in social networks
- Agent interaction protocols for distributed data mining and machine learn=
ing
- Mining multiagent data/behavior
=20
3. Data mining driven and enhanced agent technologies
- Behavior mining for agent decision making, reasoning, learning and planni=
ng
- Social computing for agent interactions
- Opponent learning and mining in agent interactions
- Data intensive mechanism design and optimization including auction, negot=
iation, etc.
- Experience/data based agent trust/reputation analysis
- Strategy design in computer games
=20
- Agent and data mining mutual enhancement systems/development
- Ubiquitous intelligence, ambient intelligence and smart space
- Recommender systems and user modeling
- Computer game intelligence
- Intelligent cognitive systems and preference learning
- Learning-based self-configuration of agent P2P overlay networks
- Web intelligence and web wisdom=20
- Domain knowledge mining and intelligence
- Human-computer interaction intelligence
=20
4. Emergent agent and data mining applications
- E-market and e-commence
- E-health and tele-health
- Smart grid and homeland security
- E-education and intelligent tutor systems
- Mobile computing and mobile business services
- Video games, computer games, and online games=20
- Web and online services
=20
5. Applications, success stories, case studies and lessons learned
- Advanced engineering and industrial applications
- Swarm-based self-organizing agent systems in multi-modal logistics
- Emerging agent mining applications and lessons learned
- Challenges and prospects in agent mining
=20
Invited speakers:
- Jeffrey S. Rosenschein, The Hebrew University of Jerusalem, Israel
- Bo An, Chinese Academy of Sciences, China
=20
Submission Instructions:
Please follow the Springer LNCS edited book formats, with not more than 12 =
pages.
Papers are to be submitted through the EasyChair Conference System website
Please click here to submit your paper
=20
Post-workshop publication:
The ADMI-13 Proceedings will be published by Springer-Verlag as a volume of=
 LNCS/LNAI series.
A Special Issue on Agent Mining with IEEE Transactions on Systems, Man, and=
 Cybernetics \u2013 Part B (To be confirmed).
=20
Workshop Program Co-Chairs:
- Longbing Cao, University of Technology Sydney, Australia
- Yifeng Zeng, School of Computing, Teesside University, United Kingdom
- Andreas L. Symeonidis, Aristotle University of Thessaloniki, Greece
- Vladimir Gorodetsky, Russian Academy of Sciences, Russia
=20
Workshop General Co-Chairs:
- J?rg P. M=E9=BB=AEler, Clausthal University of Technology, Germany
- Philip S Yu, University of Illinois at Chicago, USA
=20
Workshop Organizing Chair:
- Yiling Zeng: Advanced Analytics Institute, University of Technology Sydne=
y, Australia
- Yingke Chen: Department of Computer Science, Aalborg University, Denmark
=20
Supported by:
Agent-Mining Interaction and Integration Special Interest Group (AMII-SIG)
http://www.agentmining.org
=20
Contact:
Longbing Cao, Yifeng Zeng, Andreas L. Symeonidis, Vladimir Gorodetsky
Email: admi13@agentmining.org