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 corresponent d’aquest treball

Producció científica: Capítol de llibre › Contribució a congrés/conferència › Avaluat per experts

4 Cites (Scopus)

Resum

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	Anglès
Títol de la publicació	Artificial Intelligence Research and Development - Proceedings of the 23rd International Conference of the Catalan Association for Artificial Intelligence, CCIA 2021
Editors	Mateu Villaret, Teresa Alsinet, Cesar Fernandez, Aida Valls
Editor	IOS Press BV
Pàgines	37-45
Nombre de pàgines	9
ISBN (electrònic)	9781643682105
DOIs	https://doi.org/10.3233/FAIA210114
Estat de la publicació	Publicada - 14 d’oct. 2021
Publicat externament	Sí
Esdeveniment	23rd International Conference of the Catalan Association for Artificial Intelligence, CCIA 2021 - Virtual, Online, Spain Durada: 20 d’oct. 2021 → 22 d’oct. 2021

Sèrie de publicacions

Nom	Frontiers in Artificial Intelligence and Applications
Volum	339
ISSN (imprès)	0922-6389

Conferència

Conferència	23rd International Conference of the Catalan Association for Artificial Intelligence, CCIA 2021
País/Territori	Spain
Ciutat	Virtual, Online
Període	20/10/21 → 22/10/21

SDG de les Nacions Unides

Aquest resultat contribueix als següents objectius de desenvolupament sostenible.

Accés al document

10.3233/FAIA210114

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Link to publication in Scopus

Com citar-ho

Porro, O., Pardo-Bosch, F., Sánchez, M., & Agell, N. (2021). Perceptual Maps to Aggregate Information from Decision Makers. In M. Villaret, T. Alsinet, C. Fernandez, & A. Valls (Ed.), Artificial Intelligence Research and Development - Proceedings of the 23rd International Conference of the Catalan Association for Artificial Intelligence, CCIA 2021 (pàg. 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, CCIA 2021. editor / Mateu Villaret ; Teresa Alsinet ; Cesar Fernandez ; Aida Valls. IOS Press BV, 2021. pàg. 37-45 (Frontiers in Artificial Intelligence and Applications).

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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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doi = "10.3233/FAIA210114",

language = "English",

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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. in M Villaret, T Alsinet, C Fernandez & A Valls (ed.), Artificial Intelligence Research and Development - Proceedings of the 23rd International Conference of the Catalan Association for Artificial Intelligence, CCIA 2021. Frontiers in Artificial Intelligence and Applications, vol. 339, IOS Press BV, pàg. 37-45, 23rd International Conference of the Catalan Association for Artificial Intelligence, CCIA 2021, Virtual, Online, Spain, 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, CCIA 2021. ed. / Mateu Villaret; Teresa Alsinet; Cesar Fernandez; Aida Valls. IOS Press BV, 2021. pàg. 37-45 (Frontiers in Artificial Intelligence and Applications; Vol. 339).

Producció científica: Capítol de llibre › Contribució a congrés/conferència › Avaluat per experts

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

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

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. In Villaret M, Alsinet T, Fernandez C, Valls A, editors, Artificial Intelligence Research and Development - Proceedings of the 23rd International Conference of the Catalan Association for Artificial Intelligence, CCIA 2021. IOS Press BV. 2021. pàg. 37-45. (Frontiers in Artificial Intelligence and Applications). doi: 10.3233/FAIA210114

Perceptual Maps to Aggregate Information from Decision Makers

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