Evaluation of a Multi-Agent System for the Evolving of Domain Ontologies from Texts
作者： Zied Sellami , Valérie Camps
DOI: 10.1007/978-3-642-28786-2_19
关键词: Domain (software engineering) 、 Ontology engineering 、 Multi-agent system 、 Domain knowledge 、 Computer science 、 Human–computer interaction 、 Ontology (information science) 、 Software 、 Representation (mathematics) 、 Natural language processing 、 IDEF5 、 Artificial intelligence
摘要: Ontologies are one of the most used representation to model domain knowledge. An ontology consists a set concepts connected by semantic relations. Manual building and evolving difficult complex tasks. This paper presents DYNAMO, software based on Multi-Agent System (MAS) that automates these Terms given agentified. These agents cooperate determine their place in MAS (that is ontology) thanks (i) lexical relations between terms, (ii) some adaptive mechanisms enabling addition, removing or moving new as well (iii) feedbacks from ontologist about propositions MAS. architecture its for evolution evaluations.
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sci-hub.se 参考文章(27)
Michel Christiaan Alexander Klein, None, Change Management for Distributed Ontologies ,(2004)
Les Gasser, Jun Wang, Mutual Online Ontology Alignment ,(2002)
Mohsen Afsharchi, Behrouz Homayoun Far, Leila Safari, CONCEPTS IN ACTION: PERFORMANCE STUDY OF AGENTS LEARNING ONTOLOGY CONCEPTS FROM PEER AGENTS international conference on agents and artificial intelligence. pp. 526- 532 ,(2009)
Dimitris Plexousakis, Giorgos Flouris, Grigoris Antoniou, A Classification of Ontology Change. semantic web applications and perspectives. ,vol. 201, ,(2006)
Leen-Kiat Soh, Multiagent Distributed Ontology Learning ,(2002)
P. Buitelaar, P. Cimiano, B. Magnini, Ontology Learning from Text: Methods, Evaluation and Applications ,(2005)
Fabien Gandon, Distributed artificial intelligence and knowledge management : ontologies and multi-agent systems for a corporate semantic web Université Nice Sophia Antipolis. ,(2002)
Zied Sellami, Valérie Camps, Nathalie Aussenac-Gilles, Sylvain Rougemaille, Ontology Co-construction with an Adaptive Multi-Agent System: Principles and Case-Study Communications in Computer and Information Science. pp. 237- 248 ,(2011) , 10.1007/978-3-642-19032-2_18
Philipp Cimiano, Ontology Learning and Population from Text: Algorithms, Evaluation and Applications ,(2006)
Γεώργιος Φλούρης, On belief change and ontology evolution Ai Communications. ,vol. 19, pp. 395- 397 ,(2006) , 10.12681/EADD/13798