Paper Info
Title
Evaluation of a Multi-Agent System for the Evolving of Domain Ontologies from Texts.
Abstract
Onto logics are one of the most used representation to model the domain knowledge. An ontology consists of a set of concepts connected by semantic relations. Manual ontology building and evolving are difficult and complex tasks. This paper presents DYNAMO, a software based on a Multi-Agent System (MAS) that automates these tasks. Terms and concepts of a given domain are agentified. These agents cooperate to determine their place in the MAS (that is the ontology) thanks to (i) lexical relations between terms, (ii) some adaptive mechanisms enabling addition, removing or moving of new terms, concepts and relations in the ontology as well as (iii) feedbacks from the ontologist about the propositions given by the MAS. This paper presents the architecture of DYNAMO, its mechanisms for ontology evolution and its evaluations.
Year
DOI
Venue
2012
10.1007/978-3-642-28786-2_19
ADVANCES ON PRACTICAL APPLICATIONS OF AGENTS AND MULTI-AGENT SYSTEMS
Field
DocType
Volume
Ontology (information science),Ontology,Ontology engineering,Architecture,Software engineering,Domain knowledge,Computer science,Multi-agent system,IDEF5,Software,Natural language processing,Artificial intelligence
Conference
155
ISSN
Citations 
PageRank 
1867-5662
2
0.55
References 
Authors
11
2
Name
Order
Citations
PageRank
Zied Sellami1217.60
Valérie Camps29017.42