AAMAS-ADMI 2012 - The Eighth International Workshop on Agents and Data Mining Interaction

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Category AAMAS-ADMI 2012

Deadline: February 15, 2012 | Date: June 04, 2012-June 08, 2012

Venue/Country: Valencia, Spain

Updated: 2011-12-31 21:02:00 (GMT+9)

Call For Papers - CFP

Call For Papers

Paper deadline: Feb. 15, 2012

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'12 submission system linked to the ADMI'12 website**

** Selected papers will be invited to be extended and submitted to the Special Issue on Agent Mining with IEEE Transactions on Systems, Man, and Cybernetics Part B (Being organized) **

Call For Papers

The Eighth International Workshop on Agents and Data Mining Interaction (ADMI-12)

Valencia, Spain, June 4-8, 2012

http://admi12.agentmining.org/

Held in conjunction with

Eleventh International Joint Conference on AUTONOMOUS AGENTS AND MULTIAGENT SYSTEMS (AAMAS-2012)

http://aamas2012.webs.upv.es/

Important dates:

Electronic submission of full papers: February 15, 2012

Notification of paper acceptance: April. 15, 2012

Camera-ready copies of accepted papers: April 21, 2012

AAMAS-2012 workshop: June 4-5, 2012

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; and (5) identify challenges and directions for future research and development on the synergy between agents and data mining.

1. Principles and foundations for agent mining

Theoretical foundations for interaction between agents and data mining

Formal frameworks and infrastructure

Interaction design for agent mining

Challenges and prospects

2. Performance evaluation and validation for agent mining

Evaluation methodologies and strategies

Evaluation metric, benchmarks and testbeds

Toolbox development

3. Agent driven and enhanced data mining technologies

Adaptive mining techniques in general data mining concepts including clustering, classification, ect.

Active learning for intelligent data analysis

Agent based web mining, text mining and information retrieval

Agent or actor oriented analysis in social networks

Agent-mediated parallel/distributed data mining

Mining multiagent data/behavior

4. Data mining driven and enhanced agent technologies

Behavior mining for agent decision making, reasoning, learning and planning

Social computing for agent interactions

Opponent learning and mining in agent interactions

Data intensive mechanism design and optimization including auction, negotiation, etc.

Experience/data based agent trust/reputation analysis

Strategy design in computer games

5. 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

Cloud, grid, and peer-to-peer computing

Web intelligence and web wisdom

Domain knowledge mining and intelligence

Human-computer interaction intelligence

6. 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

Web and online services

7. 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:

Victor Lessor, University of Massachusetts Amherst

Wolfgang Ketter, RSM Erasmus University

Submission Instructions:

Please follow the AAMAS 2012 paper formats.

Papers are to be submitted through the EasyChair Conference System website

Post-workshop publication:

The ADMI-12 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 Part B.

Workshop Program Co-Chairs:

Longbing Cao, University of Technology Sydney, Australia

Yifeng Zeng, Aalborg University, Denmark

Andreas L. Symeonidis, Aristotle University of Thessaloniki, Greece

Vladimir Gorodetsky, Russian Academy of Sciences, Russia

Workshop General Co-Chairs:

Philip S Yu, University of Illinois at Chicago, USA

Munindar P Singh, North Carolina State University, USA

Supported by:

Agent-Mining Interaction and Integration

Special Interest Group (AMII-SIG)

http://www.agentmining.org

Contact:

Longbing Cao, Yifeng Zeng, Andreas L. Symeonidis, Vladimir Gorodetsky

Email: admi12agentmining.org