Ontology-guided learning to improve communication between groups of agents

Proceedings of the International Conference on Autonomous Agents

Volumn 2006, Issue , 2006, Pages 923-930

  Afsharchi, Mohsen ^a   Far, Behrouz H ^a   Denzinger, Jörg ^a  

^a UNIVERSITY OF CALGARY   (Canada)

Author keywords

Concept learning; Multi agent communication; Ontology

Indexed keywords

AUTONOMOUS AGENTS; DATA ACQUISITION; INFORMATION RETRIEVAL; KNOWLEDGE ACQUISITION; KNOWLEDGE REPRESENTATION; LEARNING SYSTEMS;

CONCEPT LEARNING METHODS; COOPERATION ABILITIES; ONTOLOGY GUIDED LEARNING; RECEIVED KNOWLEDGE;

ONTOLOGY;

EID: 34247181210     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1160633.1160797     Document Type: Conference Paper

References (12)

1. T. Finin, Y. Labrou, J. Mayfied: KQML as an Agent Communication Language, in J. Bradshaw (Ed.), Software Agents, MIT Press, 1997.
2. Illinois Semantic Integration Archive. http://anhai.cs.uiuc.edu/archive/, as seen on Jan 30, 2005.
3. K-C. Jim, C.L. Giles: Talking Helps: Evolving Communicating Agents for the Predator-Prey Pursuit Problem, Artificial Life 6(3), 2000, pp. 237-254.
4. D. Koller, M. Sahami: Hierarchically Classifying Documents Using Very Few Words, Proc. ICML-97, 1997, pp. 170-178.
5. T.M. Mitchell: Machine Learning, McGraw-Hill, 1997.
6. J.J. Rocchio: Relevance feedback in information retrieval, in The SMART Retrieval System - Experiments in Automatic Document Processing, Prentice Hall, 1971, pp. 313-323.
7. S. Sen, P.P. Kar: Sharing a concept, AAAI Tech Report SS-02-02, Stanford, 2002.
8. L. Steels: The Origins of Ontologies and Communication Conventions in Multi-Agent Systems, Autonomous Agents and Multi-Agent Systems 1(2), 1998, pp. 169-194.
9. G. Stumme: Using Ontologies and Formal Concept Analysis for Organizing Business Knowledge, in J. Becker, R. Knackstedt (Eds.): Wissensmanagement mit Referenzmodellen - Konzepte für die Anwendungssystem- und Organisationsgestaltung, Physica, 2002, pp. 163-174.
10. University of Michigan academic units. http://www.umich.edu/units.html, as seen on Jan 30, 2005.
11. A.B. Williams: Learning to Share Meaning in a Multi Agent System, Autonomous Agents and Multi Agent Systems 8(2), 2004, pp. 165-193.
12. A.B. Williams, A. Padmanabhan, M.B. Blake: Local Consensus Ontologies for B2B-Oriented Service Discovery, Proc. AAMAS-03, 2003.