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dc.contributor.authorFarreres de la Morena, Xavier
dc.contributor.authorGraells Sobré, Moisès
dc.contributor.authorRodríguez Hontoria, Horacio
dc.contributor.authorEspuña Camarasa, Antonio
dc.contributor.otherUniversitat Politècnica de Catalunya. Departament de Llenguatges i Sistemes Informàtics
dc.contributor.otherUniversitat Politècnica de Catalunya. Departament d'Enginyeria Química
dc.identifier.citationFarreres, J., Graells, M., Rodríguez, H., Espuña, A. "Towards automatic construction of domain ontologies: Application to ISA88 and assessment". 2013.
dc.description.abstractProcess Systems Engineering has shown a growing interest on ontologies to develop knowledge models, organize information, and produce software accordingly. Although software tools supporting the structure of ontologies exist, developing a PSE ontology is a creative procedure to be performed by human experts from each specific domain. This work explores the opportunities for automatic construction of domain ontologies. Specialised documentation can be selected and automatically parsed; next pattern recognition methods can be used to extract concepts and relations; finally, supervision is required to validate the automatic outcome, as well as to complete the task. The bulk of the development of an ontology is expected to result from the application of systematic procedures, thus the development time will be significantly reduced. Automatic methods were prepared and applied to the development of an ontology for batch processing based on the ISA88 standard. Methods are described and commented, and results are discussed from the comparison with a previous ontology for the same domain manually developed.
dc.format.extent5 p.
dc.subjectÀrees temàtiques de la UPC::Informàtica::Intel·ligència artificial
dc.subject.otherKnowledge management
dc.subject.otherPattern recognition
dc.titleTowards automatic construction of domain ontologies: Application to ISA88 and assessment
dc.typeExternal research report
dc.contributor.groupUniversitat Politècnica de Catalunya. GPLN - Grup de Processament del Llenguatge Natural
dc.contributor.groupUniversitat Politècnica de Catalunya. CEPIMA - Center for Process and Environment Engineering
dc.rights.accessOpen Access
dc.description.versionPostprint (published version)
upcommons.citation.authorFarreres, J.; Graells, M.; Rodríguez, H.; Espuña, A.

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