Data/hora: 22/09/2024 07:38:39

Biblioteca(s): 	Embrapa Gado de Leite.	
Data corrente: 	17/11/2014	
Data da última atualização: 	06/02/2024	
Autoria: 	YAGUINUMA, C. A.; MAGALHAES JUNIOR, W. C. P. de; SANTOS, M. T. P.; CAMARGO, H. A.; REFORMAT, M.	
Afiliação: 	CRISTIANE A. YAGUINUMA, UFSC; WALTER COELHO P DE MAGALHAES JUNIOR, CNPGL; MARILDE T. P. SANTOS, UFSC; HELOISA A. CAMARGO, UFSC; MAREK REFORMAT, University of Alberta, Canada.	
Título: 	Combining fuzzy ontology reasoning and mamdani fuzzy inference system with HyFOM reasoner.	
Ano de publicação: 	2014	
Fonte/Imprenta: 	In: HAMMOUDI, S., CORDEIRO, J., MACIASZEK, L., FILIPE, J. (ed.). Enterprise information systems. Cham: Springer, 2014.	
Volume: 	190	
Série: 	(Lecture Notes in Business Information Processing, v. 190.)	
DOI: 	https://link.springer.com/bookseries/7911	
Idioma: 	Inglês	
Conteúdo: 	Representing and processing imprecise knowledge has been a requirement for a number of applications. Some real-world domains as well as human subjective perceptions are intrinsically fuzzy, therefore conventional formalisms may not be sufficient to capture the intended semantics. In this sense, fuzzy ontologies and Mamdani fuzzy inference systems have been successfully applied for knowledge representation and reasoning. Combining their reasoning approaches can lead to inferences involving fuzzy rules and numerical properties from ontologies, which can be required to perform other fuzzy ontology reasoning tasks such as the fuzzy instance check. To address this issue, this paper describes the HyFOM reasoner, which follows a hybrid architecture to combine fuzzy ontology reasoning with Mamdani fuzzy inference system. A real-world case study involving the domain of food safety is presented, including comparative results with a state-of-the-art fuzzy description logic reasoner.	
Palavras-Chave: 	Fuzzy ontology; Hybrid reasoner; Knowledge representation and reasoning; Mamdani fuzzy inference system.	
Categoria do assunto: 	X Pesquisa, Tecnologia e Engenharia	
Registro original: 	Embrapa Gado de Leite (CNPGL)	
Exemplares: 	CNPGL - (21523-1) - UPC - PL - DD -  -  -  - DIS