On Some Dynamics in Conceptual Spaces

Abstract In this text, we consider Gärdenfors’ conceptual spaces that are separable Hilbert spaces. In particular, the results we obtained apply to finite-dimensional Euclidean spaces. Our main contribution can be formulated as a combination of the theory of opinion dynamics with the theory of conceptual spaces. This combination, in turn, leads us to propose a new model for the time evolution of conceptual spaces. To achieve this goal, we propose some extension of the multidimensional opinion dynamics model of Parsegov, Proskurnikov, Tempo and Friedkin to opinions with values in Hilbert spaces.

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Publication Details

Journal
Journal of Logic Language and Information
Published
2024-11-04
DOI
https://doi.org/10.1007/s10849-024-09422-8
Citations
1
Primary Topic
Opinion Dynamics and Social Influence
Type
article
Field-Weighted Citation Impact
0.28

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article

On Some Dynamics in Conceptual Spaces

Roman Urban, Piotr Lisowski
1 citations
Journal of Logic Language and Information
Opinion Dynamics and Social Influence
0.28
article

On Some Dynamics in Conceptual Spaces

Roman Urban, Piotr Lisowski
article en
1 citations

Abstract

Abstract In this text, we consider Gärdenfors’ conceptual spaces that are separable Hilbert spaces. In particular, the results we obtained apply to finite-dimensional Euclidean spaces. Our main contribution can be formulated as a combination of the theory of opinion dynamics with the theory of conceptual spaces. This combination, in turn, leads us to propose a new model for the time evolution of conceptual spaces. To achieve this goal, we propose some extension of the multidimensional opinion dynamics model of Parsegov, Proskurnikov, Tempo and Friedkin to opinions with values in Hilbert spaces.

Journal of Logic Language and InformationVol. 33(4-5)
University of Wrocław (PL), Institute of Computer Science (PL), Institute of Mathematics (PL)
Washington State University, Uniwersytet Wrocławski
Openalex Percentile: Top 43%
Opinion Dynamics and Social Influence
0.28
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