Paired structures in knowledge representation
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Paired structures in knowledge representation. / Montero, J.; Bustince, H.; Franco de los Ríos, Camilo; Rodriguez, J. T.; Gomez, D.; Pagola, M.; Fernandez, J.; Barrenechea, E.
In: Knowledge-Based Systems, Vol. 100, 2016, p. 50-58.Research output: Contribution to journal › Journal article › Research › peer-review
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TY - JOUR
T1 - Paired structures in knowledge representation
AU - Montero, J.
AU - Bustince, H.
AU - Franco de los Ríos, Camilo
AU - Rodriguez, J. T.
AU - Gomez, D.
AU - Pagola, M.
AU - Fernandez, J.
AU - Barrenechea, E.
PY - 2016
Y1 - 2016
N2 - 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.
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.
KW - Knowledge representation
KW - Paired structures
KW - Neutral concepts
KW - Bipolarity
U2 - 10.1016/j.knosys.2016.02.003
DO - 10.1016/j.knosys.2016.02.003
M3 - Journal article
VL - 100
SP - 50
EP - 58
JO - Knowledge-Based Systems
JF - Knowledge-Based Systems
SN - 0950-7051
ER -
ID: 162685031