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Single users' affective responses models for product form design

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Single users' affective responses models for product form design

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dc.contributor.author Diego-Mas, Jose Antonio es_ES
dc.contributor.author Alcaide Marzal, Jorge es_ES
dc.date.accessioned 2017-05-19T12:52:09Z
dc.date.available 2017-05-19T12:52:09Z
dc.date.issued 2016-05
dc.identifier.issn 0169-8141
dc.identifier.uri http://hdl.handle.net/10251/81523
dc.description.abstract This paper presents a neural network based approach to modeling consumers' affective responses for product form design. A theoretical framework for a single user's perception is developed. On the basis of this theoretical framework, a mathematical model which enables single users' responses to different products to be predicted was developed. The results obtained show that the mathematical models developed achieved highly accurate predictions. For the purpose of obtaining a global model various individual mathematical models were created, which were based on the opinions of users representing different groups of opinion. The results suggest that, under some conditions, the combined use of various models of individual users can perform as well as a single model generated on the basis of mean market responses. es_ES
dc.language Inglés es_ES
dc.publisher Elsevier es_ES
dc.relation.ispartof International Journal of Industrial Ergonomics es_ES
dc.rights Reserva de todos los derechos es_ES
dc.subject User perception es_ES
dc.subject Product design es_ES
dc.subject Computational model es_ES
dc.subject.classification PROYECTOS DE INGENIERIA es_ES
dc.title Single users' affective responses models for product form design es_ES
dc.type Artículo es_ES
dc.identifier.doi 10.1016/j.ergon.2015.11.005
dc.rights.accessRights Abierto es_ES
dc.contributor.affiliation Universitat Politècnica de València. Instituto Interuniversitario de Investigación en Bioingeniería y Tecnología Orientada al Ser Humano - Institut Interuniversitari d'Investigació en Bioenginyeria i Tecnologia Orientada a l'Ésser Humà es_ES
dc.contributor.affiliation Universitat Politècnica de València. Escuela Técnica Superior de Ingeniería del Diseño - Escola Tècnica Superior d'Enginyeria del Disseny es_ES
dc.description.bibliographicCitation Diego-Mas, JA.; Alcaide Marzal, J. (2016). Single users' affective responses models for product form design. International Journal of Industrial Ergonomics. 53:102-114. doi:10.1016/j.ergon.2015.11.005 es_ES
dc.description.accrualMethod S es_ES
dc.relation.publisherversion http://dx.doi.org/10.1016/j.ergon.2015.11.005 es_ES
dc.description.upvformatpinicio 102 es_ES
dc.description.upvformatpfin 114 es_ES
dc.type.version info:eu-repo/semantics/publishedVersion es_ES
dc.description.volume 53 es_ES
dc.relation.senia 305530 es_ES
dc.identifier.eissn 1872-8219


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