[agents] Call for papers: AAMAS 2011 Workshop: Agents and Data Mining Interaction (ADMI-11)

[Dionisis Kehagias]

Apologize if you receive more than one copy.

 

Paper deadline: JANUARY 30, 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:                  January 30, 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

http://www.easychair.org/conferences/?conf=admi11

 

 

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:

-----------------------------------

- Dionisis 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