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.
Domaines
Système multi-agents [cs.MA]
Fichier principal
A Multi-Agent System for Building Dynamic Ontologies.pdf (346.18 Ko)
Télécharger le fichier
Origine : Fichiers produits par l'(les) auteur(s)