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A distributed semantic network model for a collaborative intelligent system

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Abstract

A methodology based on topology theory to model a semantic network for a collaborative system is given. This framework is used to support the creation of a semantic network and to define the associated intelligent cooperative system. Our methodology is illustrated via a set of agents whose knowledge-base is a semantic network. By a series of functions applied on a base of entities, issued from the application domain, a family of sets are synthesized with their subspaces correlated. The resultant subspaces and their relations form a network of elementary and complex concepts that can be naturally represented with the IDEF1x language. A prototype Multi-Agent System (MAS), set up with the Zeus platform,1 was developed for the Process Plan domain, which was used as a case study. Full correspondence among the subspaces, the semantic network IDEF1x information model and the MAS implementation is obtained by employing this framework.

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Correspondence to Virgilio López-Morales.

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López-Morales, V., López-Ortega, O. A distributed semantic network model for a collaborative intelligent system. J Intell Manuf 16, 515–525 (2005). https://doi.org/10.1007/s10845-005-1661-6

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