[agents] [CFP] AAMAS 2011 Workshop: Agents and Data Mining Interaction - Special Issue on Agent Mining with JAAMAS: Deadlines extended!!!
Dionisis Kehagias
diok at iti.gr
Mon Jan 31 02:58:26 EST 2011
Deadlines Extended!!!
Apologize if you receive more than one copy.
** Special Issue on Agent Mining, Journal of Autonomous Agents and
Multi-Agent Systems
Paper due by 20 Feb 2011
** 2011 AAMAS workshop on Agents and Data Mining Interaction (ADMI-11)
Paper due by 15 Feb 2011
See more information in the following two call for papers.
****************************************************************************
*************************************************************
Paper deadline: February 15, 2011
** The proceedings will be published by Springer LNAI **
** Format can be Springer LNAI with up to 12 pages**
** Papers should be submitted through the ADMI'11 submission system
lined to the ADMI'11 website**
** Selected papers will be invited to be extended and submitted to the
Special Issue on Agent Mining with JAAMAS
=====================================
Call For Papers
--------------------
The Seventh International Workshop on Agents and Data Mining
Interaction (ADMI-11)
MAY 02-06, 2011 Taipei, Taiwan
http://admi11.agentmining.org/
Held in conjunction with
The Tenth International Conference on
Autonomous Agents and Multiagent Systems (AAMAS2011)
http://www.aamas2011.tw/
Important dates:
----------------------
- Electronic submission of full papers: February 15, 2011
- Notification of paper acceptance: February 27, 2011
- Camera-ready copies of accepted papers: March 13, 2011
- AAMAS-2011 workshop: May 10-11, 2011
Scope:
--------
The ADMI workshop provides a premier forum for sharing research and
engineering 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:
(1) exploit agent-enriched data mining and demonstrate how intelligent
agent technology can contribute to critical data mining problems in
theory and practice;
(2) improve data mining-driven agents and show how data mining can
strengthen agent intelligence in research and practical applications;
(3) explore the integration of agents and data mining towards a
super-intelligent system;
(4) discuss existing results, new problems, challenges and impact of
integration of agent and data mining technologies as applied to highly
distributed heterogeneous, including mobile, systems operating in
ubiquitous and P2P environments;
(5) identify challenges and directions for future research and
development on the synergy between agents and data mining.
The workshop encourages submissions on, but not limited to:
1. Agent systems and tools supporting data mining technologies
- agents in active and adaptive mining
- agent technology for web mining/web-based ontology mining,
- agent-mediated distributed data mining
- integration of agent and data mining technologies in mobile and
ubiquitous environments
- agent-based data mining infrastructures and software tools
2. Agent and multi-agent systems intelligence enhancement through
data mining
- agent behavior analysis: data mining and machine learning for
analyzing, learning, planning and negotiating agent behaviors in
multi-agent systems
- distributed learning of agents and multi-agent systems
- data mining-driven agent intelligence enhancement and evolution
- learning-based protocol selection in cooperative multi-agent
systems
- learning of coordination, communication, planning, and negotiation
in multi-agent systems
- context-dependent data mining for multi-agent systems
- agent learning of cooperative behavior in open P2P environment
- reasoning and adaptation in complex environments
3. Agent-based systems exploiting data mining primitives in modern
environments
- cloud, distributed, and peer-to-peer data mining
- web-service based systems exploiting data mining for improved
performance
- trust and reputation in agent marketplaces
- enterprise applications integration
- ubiquitous intelligence emerging due to agent-mining interaction
and integration
- agent systems in smart space and ambient intelligence applications
4. Theoretical foundations for agent mining
- protocols and communication for data mining enhanced agent systems
- agent mining formalization
- performance evaluation and validation in agent mining
- agent mining software engineering practices
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
Invited speakers:
-----------------------
- Peter Stone, University of Texas at Austin, USA
- Gal Kaminka, Bar Ilan University, Israel
Submission Instructions:
--------------------------------
Please follow the AAMAS 2011 paper formats.
Papers are to be submitted through the EasyChair Conference System website
https://www.easychair.org/login.cgi?conf=admi2011
Post-workshop publication:
-----------------------------------
- The ADMI-11 Proceedings will be published by Springer-Verlag as a
volume of LNCS/LNAI series.
- A Special Issue on Agent Mining with Journal of AAMAS.
Workshop Program Co-Chairs:
---------------------------------------
- Longbing Cao, University of Technology Sydney, Australia
- Ana Bazzan, Universidade Federal do Rio Grande do Sul, Instituto de
Informatica, Brasil
- Andreas L. Symeonidis, Aristotle University of Thessaloniki, Greece
- Vladimir Gorodetsky, Russian Academy of Sciences, St. Petersburg, Rusia.
Workshop General Co-Chairs:
---------------------------------------
- Gerhard Weiss, University of Maastricht, Netherlands
- Philip S Yu, University of Illinois at Chicago USA
Workshop Organizing Chair:
-----------------------------------
- Dionysis Kehagias, Informatics and Telematics Institute, Centre for
Reseach and Technology Hellas, Greece
Supported by:
-------------------
Agent-Mining Interaction and Integration
Special Interest Group (AMII-SIG)
http://www.agentmining.org
Contact:
------------
Longbing Cao, Ana Bazzan, Andreas L. Symeonidis, Vladimir Gorodetsky,
Dionisis Kehagias
Email: admi11 at agentmining.org
Call for Papers
Special Issue on Agent Mining
Autonomous Agents and Multi-Agent Systems
In the last decade, autonomous agents and multi-agent systems (i.e.,
agents) and data mining have
emerged as two of the most vigorous areas in information technology.
The nature and
complementarity of both areas foreshadows an emerging trend - the
increasing interaction and
integration between agents and data mining (Agent Mining). A symbiotic
relationship could significantly
strengthen each side's progress and trigger new research challenges
and prospects toward the
advancement of next-generation intelligent technologies and systems,
as well as the support of
integrated intelligence and other emergent aspects. In fact, recent
years have seen increasing
research on Agent Mining in both the agent and data mining communities.
This special issue will report on high profile, original,
state-of-the-art progress made in Agent Mining. It
aims to encourage interaction between agents and data mining, toward
their mutual enhancement. It
will bring together researchers and industry practitioners from both
areas to share pioneering research
results, and discuss the existing and emerging theoretical and applied
problems in the interaction and
evolution of agents and data mining.
Topics of Interest
Topic areas include (but are not limited to):
- Methodologies and mechanisms for integrating agents and data mining
- Agent-based data mining and knowledge discovery
- Datamining-based agents and multi-agent systems
- Performance evaluation of agent mining symbiosis
- Emerging agent-mining intelligent applications and systems
Important Dates
Submissions due: 20 Feb. 2011
Notification of acceptance: 5 Apr. 2011
Final version submitted: 5 Jun. 2011
Article online publication: Upon Acceptance
Submission Guidelines
Submissions should follow the style and presentation guidelines of the
journal of Autonomous Agents
and Multi-agent Systems (JAAMAS) by referring to the Instructions for
Authors
(see
http://www.springer.com/10458).
To submit a manuscript, accessJAAMAS online submission system,
at http://www.editorialmanager.com/jaamas/.
Questions?
Contact Guest Editors:
Longbing Cao (longbing.cao-1 at uts.edu.au),
Gerhard Weiss
(gerhard.weiss at maastrichtuniversity.nl), or
Philip S Yu (psyu at cs.uic.edu).
About Agent Mining
Refer to www.agentmining.org for more information about Agent Mining.
----------------------
Dr. Dionisis D. Kehagias
Electrical and Computer Engineer, Ph.D.
Senior Research Associate
Informatics and Telematics Institute
Centre for Research and Technology Hellas
6th Km Charilaou-Thermi Road
57001 (PO Box 361)
Thermi-Thessaloniki, Greece
Tel.: +30-2311-257716
Fax: +30-2310-474128
E-mail : diok at iti.gr
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