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

^*Corresponding author for this work

Research output: Book chapter › Conference contribution › peer-review

5 Citations (Scopus)

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.

Original language	English
Title of host publication	Artificial Intelligence Research and Development
Subtitle of host publication	Proceedings of the 23rd International Conference of the Catalan Association for Artificial Intelligence
Editors	Mateu Villaret, Teresa Alsinet, Cesar Fernandez, Aida Valls
Publisher	IOS Press BV
Chapter	Combinatorial Problem Solving and Logics for Artificial Intelligence
Pages	37-45
Number of pages	9
ISBN (Electronic)	9781643682105
DOIs	https://doi.org/10.3233/FAIA210114
Publication status	Published - 14 Oct 2021
Event	23rd International Conference of the Catalan Association for Artificial Intelligence, CCIA 2021 - Virtual, Online, Spain Duration: 20 Oct 2021 → 22 Oct 2021

Publication series

Name	Frontiers in Artificial Intelligence and Applications
Volume	339
ISSN (Print)	0922-6389

Conference

Conference	23rd International Conference of the Catalan Association for Artificial Intelligence, CCIA 2021
Country/Territory	Spain
City	Virtual, Online
Period	20/10/21 → 22/10/21

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 11 Sustainable Cities and Communities

Keywords

Fuzzy systems
hesitant linguistic terms
multi-criteria decision-aiding

Access to Document

10.3233/FAIA210114

Cite this

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 (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",

year = "2021",

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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booktitle = "Artificial Intelligence Research and Development",

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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 (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, 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. ed. / Mateu Villaret; Teresa Alsinet; Cesar Fernandez; Aida Valls. IOS Press BV, 2021. p. 37-45 (Frontiers in Artificial Intelligence and Applications; Vol. 339).

Research output: Book chapter › Conference contribution › peer-review

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. 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. 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

Abstract

Publication series

Conference

UN SDGs

Keywords

Access to Document

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