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【原创】Call For Papers：第7届智能体数据挖掘交互国际研讨会（2011年5月台北）
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Paper deadline: March 10, 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: March 10, 2011 - Notification of paper acceptance: March 30, 2011 - Camera-ready copies of accepted papers: April 10, 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, Dionysis Kehagias Email: admi11@agentmining.org |
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