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Communication Dans Un Congrès Année : 2007

A Multi-Agent System for Building Dynamic Ontologies

Résumé

Ontologies building from text is still a time-consuming task which justifies the growth of Ontology Learning. Our system named Dynamo is designed along this domain but following an original approach based on an adaptive multi-agent architecture. In this paper we present a distributed hierarchical clustering algorithm, core of our approach. It is evaluated and compared to a more conventional centralized algorithm. We also present how it has been improved using a multi-criteria approach. With those results in mind, we discuss the limits of our system and add as perspectives the modifications required to reach a complete ontology building solution.
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Dates et versions

hal-03800714 , version 1 (07-10-2022)

Identifiants

Citer

Kévin Ottens, Marie-Pierre Gleizes, Pierre Glize. A Multi-Agent System for Building Dynamic Ontologies. 6th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2007), IFAAMAS: International Foundation for Autonomous Agents and Multiagent Systems, May 2007, Honolulu, Hawaii, United States. pp.1278-1284, ⟨10.1145/1329125.1329399⟩. ⟨hal-03800714⟩
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