Perceptual Maps to Aggregate Information from Decision Makers

Olga Porro; Francesc Pardo-Bosch; Mónica Sánchez; N. Agell

doi:10.3233/FAIA210114

Perceptual Maps to Aggregate Information from Decision Makers

Olga Porro
, Francesc Pardo-Bosch
, Mónica Sánchez^*
, N. Agell

^*Autor/a de correspondencia de este trabajo

Producción científica: Capítulo del libro › Contribución a congreso/conferencia › revisión exhaustiva

5 Citas (Scopus)

Resumen

Understanding different perceptions of human being when using linguistic terms is a crucial issue in human-machine interaction. In this paper, we propose the concept of perceptual maps to model human opinions in a group decision-making context. The proposed approach considers a multi-granular structure using unbalanced hesitant linguistic term sets. An illustrative case is presented in the location decisions made by multinationals enterprises of the energy sector within the European smart city context.

Idioma original	Inglés
Título de la publicación alojada	Artificial Intelligence Research and Development
Subtítulo de la publicación alojada	Proceedings of the 23rd International Conference of the Catalan Association for Artificial Intelligence
Editores	Mateu Villaret, Teresa Alsinet, Cesar Fernandez, Aida Valls
Editorial	IOS Press BV
Capítulo	Combinatorial Problem Solving and Logics for Artificial Intelligence
Páginas	37-45
Número de páginas	9
ISBN (versión digital)	9781643682105
DOI	https://doi.org/10.3233/FAIA210114
Estado	Publicada - 14 oct 2021
Evento	23rd International Conference of the Catalan Association for Artificial Intelligence, CCIA 2021 - Virtual, Online, Espana Duración: 20 oct 2021 → 22 oct 2021

Serie de la publicación

Nombre	Frontiers in Artificial Intelligence and Applications
Volumen	339
ISSN (versión impresa)	0922-6389

Conferencia

Conferencia	23rd International Conference of the Catalan Association for Artificial Intelligence, CCIA 2021
País/Territorio	Espana
Ciudad	Virtual, Online
Período	20/10/21 → 22/10/21

ODS de las Naciones Unidas

Este resultado contribuye a los siguientes Objetivos de Desarrollo Sostenible

ODS 11: Ciudades y comunidades sostenibles

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10.3233/FAIA210114

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Cómo citar

Porro, O., Pardo-Bosch, F., Sánchez, M., & Agell, N. (2021). Perceptual Maps to Aggregate Information from Decision Makers. En M. Villaret, T. Alsinet, C. Fernandez, & A. Valls (Eds.), Artificial Intelligence Research and Development : Proceedings of the 23rd International Conference of the Catalan Association for Artificial Intelligence (pp. 37-45). (Frontiers in Artificial Intelligence and Applications; Vol. 339). IOS Press BV. https://doi.org/10.3233/FAIA210114

Porro, Olga ; Pardo-Bosch, Francesc ; Sánchez, Mónica et al. / Perceptual Maps to Aggregate Information from Decision Makers. Artificial Intelligence Research and Development : Proceedings of the 23rd International Conference of the Catalan Association for Artificial Intelligence. editor / Mateu Villaret ; Teresa Alsinet ; Cesar Fernandez ; Aida Valls. IOS Press BV, 2021. pp. 37-45 (Frontiers in Artificial Intelligence and Applications).

@inproceedings{09714e72a50a4dab90f1d97eeeea16aa,

title = "Perceptual Maps to Aggregate Information from Decision Makers",

abstract = "Understanding different perceptions of human being when using linguistic terms is a crucial issue in human-machine interaction. In this paper, we propose the concept of perceptual maps to model human opinions in a group decision-making context. The proposed approach considers a multi-granular structure using unbalanced hesitant linguistic term sets. An illustrative case is presented in the location decisions made by multinationals enterprises of the energy sector within the European smart city context.",

keywords = "Fuzzy systems, hesitant linguistic terms, multi-criteria decision-aiding",

author = "Olga Porro and Francesc Pardo-Bosch and M{\'o}nica S{\'a}nchez and N. Agell",

note = "Funding Information: This research was supported partly by the INVITE research project (TIN2016-80049-C2-1-R and TIN2016-80049-C2-2-R), funded by the Spanish Ministry of Science and Information Technology and the European Union Horizon 2020 Research and Innovation Programme, under the grant agreement No 731297. Publisher Copyright: {\textcopyright} 2021 The authors and IOS Press.; 23rd International Conference of the Catalan Association for Artificial Intelligence, CCIA 2021 ; Conference date: 20-10-2021 Through 22-10-2021",

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month = oct,

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doi = "10.3233/FAIA210114",

language = "English",

series = "Frontiers in Artificial Intelligence and Applications",

publisher = "IOS Press BV",

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Porro, O, Pardo-Bosch, F, Sánchez, M & Agell, N 2021, Perceptual Maps to Aggregate Information from Decision Makers. En M Villaret, T Alsinet, C Fernandez & A Valls (eds.), Artificial Intelligence Research and Development : Proceedings of the 23rd International Conference of the Catalan Association for Artificial Intelligence. Frontiers in Artificial Intelligence and Applications, vol. 339, IOS Press BV, pp. 37-45, 23rd International Conference of the Catalan Association for Artificial Intelligence, CCIA 2021, Virtual, Online, Espana, 20/10/21. https://doi.org/10.3233/FAIA210114

Perceptual Maps to Aggregate Information from Decision Makers. / Porro, Olga; Pardo-Bosch, Francesc; Sánchez, Mónica et al.
Artificial Intelligence Research and Development : Proceedings of the 23rd International Conference of the Catalan Association for Artificial Intelligence. ed. / Mateu Villaret; Teresa Alsinet; Cesar Fernandez; Aida Valls. IOS Press BV, 2021. p. 37-45 (Frontiers in Artificial Intelligence and Applications; Vol. 339).

Producción científica: Capítulo del libro › Contribución a congreso/conferencia › revisión exhaustiva

TY - GEN

T1 - Perceptual Maps to Aggregate Information from Decision Makers

AU - Porro, Olga

AU - Pardo-Bosch, Francesc

AU - Sánchez, Mónica

AU - Agell, N.

N1 - Funding Information: This research was supported partly by the INVITE research project (TIN2016-80049-C2-1-R and TIN2016-80049-C2-2-R), funded by the Spanish Ministry of Science and Information Technology and the European Union Horizon 2020 Research and Innovation Programme, under the grant agreement No 731297. Publisher Copyright: © 2021 The authors and IOS Press.

PY - 2021/10/14

Y1 - 2021/10/14

N2 - Understanding different perceptions of human being when using linguistic terms is a crucial issue in human-machine interaction. In this paper, we propose the concept of perceptual maps to model human opinions in a group decision-making context. The proposed approach considers a multi-granular structure using unbalanced hesitant linguistic term sets. An illustrative case is presented in the location decisions made by multinationals enterprises of the energy sector within the European smart city context.

AB - Understanding different perceptions of human being when using linguistic terms is a crucial issue in human-machine interaction. In this paper, we propose the concept of perceptual maps to model human opinions in a group decision-making context. The proposed approach considers a multi-granular structure using unbalanced hesitant linguistic term sets. An illustrative case is presented in the location decisions made by multinationals enterprises of the energy sector within the European smart city context.

KW - Fuzzy systems

KW - hesitant linguistic terms

KW - multi-criteria decision-aiding

UR - http://hdl.handle.net/20.500.14342/5125

U2 - 10.3233/FAIA210114

DO - 10.3233/FAIA210114

M3 - Conference contribution

AN - SCOPUS:85117884093

T3 - Frontiers in Artificial Intelligence and Applications

SP - 37

EP - 45

BT - Artificial Intelligence Research and Development

A2 - Villaret, Mateu

A2 - Alsinet, Teresa

A2 - Fernandez, Cesar

A2 - Valls, Aida

PB - IOS Press BV

T2 - 23rd International Conference of the Catalan Association for Artificial Intelligence, CCIA 2021

Y2 - 20 October 2021 through 22 October 2021

ER -

Porro O, Pardo-Bosch F, Sánchez M, Agell N. Perceptual Maps to Aggregate Information from Decision Makers. En Villaret M, Alsinet T, Fernandez C, Valls A, editores, Artificial Intelligence Research and Development : Proceedings of the 23rd International Conference of the Catalan Association for Artificial Intelligence. IOS Press BV. 2021. p. 37-45. (Frontiers in Artificial Intelligence and Applications). doi: 10.3233/FAIA210114

Perceptual Maps to Aggregate Information from Decision Makers

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