Multi-agent architecture for knowledge fusion from distributed sources

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Abstract

Current trends require using a global information environment (infosphere), including end-users and loosely coupled knowledge sources (experts, knowledge bases, repositories, documents, etc.), for decision-making. The vast diversity of the knowledge source management tools has made the problem of knowledge fusion from infosphere’s distributed knowledge sources actual. Knowledge logistics as a new direction of knowledge management assumes presence of fusion processes. The paper is devoted to multi-agent architecture organisation principles and properties of the systems dealing with knowledge fusion from distributed knowledge sources.

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Smirnov, A., Pashkin, M., Chilov, N., & Levashova, T. (2002). Multi-agent architecture for knowledge fusion from distributed sources. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 2296, pp. 293–302). Springer Verlag. https://doi.org/10.1007/3-540-45941-3_31

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