An expert system hybrid architecture to support experiment management (Articolo in rivista)

Type
Label
  • An expert system hybrid architecture to support experiment management (Articolo in rivista) (literal)
Anno
  • 2014-01-01T00:00:00+01:00 (literal)
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#doi
  • 10.1016/j.eswa.2013.08.058 (literal)
Alternative label
  • Fiannaca A.; La Rosa M.; Rizzo R.; Urso A.; Gaglio S. (2014)
    An expert system hybrid architecture to support experiment management
    in Expert systems with applications
    (literal)
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#autori
  • Fiannaca A.; La Rosa M.; Rizzo R.; Urso A.; Gaglio S. (literal)
Pagina inizio
  • 1609 (literal)
Pagina fine
  • 1621 (literal)
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#url
  • http://www.scopus.com/inward/record.url?eid=2-s2.0-84888327591&partnerID=q2rCbXpz (literal)
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#numeroVolume
  • 41 (literal)
Rivista
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#numeroFascicolo
  • 4 (literal)
Note
  • Scopu (literal)
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#affiliazioni
  • ICAR-CNR, National Research Council of Italy, Viale delle Scienze, 90128 Palermo, Italy; DICGIM, Universitá di Palermo, Viale Delle Scienze, 90128 Palermo, Italy (literal)
Titolo
  • An expert system hybrid architecture to support experiment management (literal)
Abstract
  • Specific expert systems are used for supporting, speeding-up and adding precision to in silico experimentation in many domains. In particular, many experimentalists exhibit a growing interest in workflow management systems for making a pipeline of experiments. Unfortunately, these type of systems does not integrate a systematic approach or a support component for the workflow composition/reuse. For this reason, in this paper we propose a knowledge-based hybrid architecture for designing expert systems that are able to support experiment management. This architecture defines a reference cognitive space and a proper ontology that describe the state of a problem by means of three different perspectives at the same time: procedural, declarative and workflow-oriented. In addition, we introduce an instance of our architecture, in order to demonstrate the features of the proposed work. In particular, we model a bioinformatics case study, according to the proposed hybrid architecture guidelines, in order to explain how to design and integrate required knowledge into an interactive system for composition and running of scientific workflows. © 2013 Elsevier Ltd. All rights reserved. (literal)
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