RT Journal Article
T1 Paired structures in knowledge representation.
A1 Montero De Juan, Francisco Javier
A1 Bustince, Humberto
A1 Franco De Los Ríos, Camilo A.
A1 Rodríguez González, Juan Tinguaro
A1 Gómez González, Daniel
A1 Pagola, Miguel
A1 Fernández Castillo, Jesús
A1 Barrenechea, Edurne
AB In this position paper we propose a consistent and unifying view to all those basic knowledge representation models that are based on the existence of two somehow opposite fuzzy concepts. A number of these basic models can be found in fuzzy logic and multi-valued logic literature. Here it is claimed that it is the semantic relationship between two paired concepts what determines the emergence of different types of neutrality, namely indeterminacy, ambivalence and conflict, widely used under different frameworks (possibly under different names). It will be shown the potential relevance of paired structures, generated from two paired concepts together with their associated neutrality, all of them to be modeled as fuzzy sets. In this way, paired structures can be viewed as a standard basic model from which different models arise. This unifying view should therefore allow a deeper analysis of the relationships between several existing knowledge representation formalisms, providing a basis from which more expressive models can be later developed.
PB Elservier
SN 0950-7051
YR 2016
FD 2016
LK https://hdl.handle.net/20.500.14352/24473
UL https://hdl.handle.net/20.500.14352/24473
LA eng
NO Montero, J., Bustince, H., Franco, C., Rodríguez, J.T., Gómez, D., Pagola, M., Fernández, J., Barrenechea, E.: Paired structures in knowledge representation. Knowledge-Based Systems. 100, 50-58 (2016). https://doi.org/10.1016/j.knosys.2016.02.003
NO Ministerio de Ciencia, Innovación y Universidades (España)
NO Comunidad de Madrid
NO Universidad Complutense de Madrid
DS Docta Complutense
RD 9 abr 2025