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Improvements in the FITradeoff Decision Support System for Ranking Order Problematic Based in a Behavioral Study with NeuroIS Tools

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Information Systems and Neuroscience (NeuroIS 2020)

Part of the book series: Lecture Notes in Information Systems and Organisation ((LNISO,volume 43))

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Abstract

This research is performed using NeuroIS tools to improve the information systems (the Decision Support System) constructed for the FITradeoff method. In this study a neuroscience experiment is constructed with the support of an Eye-Tracking in order to investigate the decision-maker (DMs) behavior when they evaluate Multi-Criteria Decision-Making/Aiding (MCDM/A) problems. Therefore, based on the experiment results, a Recommendation Rule is proposed to support the analyst in the advising process performed with the DM and the importance of the holistic evaluation phase for the FITradeoff DSS is highlighted, suggesting that this phase should be included in the DSS constructed for ranking order problematic.

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Acknowledgements

This project was supported by the National Council for Scientific and Technological Development (CNPq) and Coordination for the Improvement of Higher Education Personnel (CAPES).

Author information

Authors and Affiliations

  1. Center for Decision Systems and Information Development (CDSID), Universidade Federal de Pernambuco, Recife, PE, Brazil

    Lucia Reis Peixoto Roselli & Adiel Teixeira de Almeida

Authors
  1. Lucia Reis Peixoto Roselli
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  2. Adiel Teixeira de Almeida
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Corresponding author

Correspondence to Lucia Reis Peixoto Roselli .

Editor information

Editors and Affiliations

  1. Information Systems and Quantitative Sciences (ISQS), Texas Tech University, Lubbock, TX, USA

    Fred D. Davis

  2. University of Applied Sciences Upper Austria, Steyr, Austria

    René Riedl

  3. Department of Information Systems, University of Liechtenstein, Vaduz, Liechtenstein

    Jan vom Brocke

  4. Department of Information Technology, HEC Montréal, Montreal, QC, Canada

    Pierre-Majorique Léger

  5. Department of Information Systems, Kennesaw State University, Kennesaw, GA, USA

    Adriane B. Randolph

  6. Department for Digital Business, University of Applied Sciences Upper Austria, Steyr, Austria

    Thomas Fischer

Appendices A

Appendices A

 

4 Criteria - different weights

5 Criteria - different weights

6 Criteria - different weights

7 Criteria - different weights

7 Criteria - similar weights

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76

0,984

1,016

0,993

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72

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70

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0,946

0,905

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1,07

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67

1,052

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1,095

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66

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1,03

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1,002

63

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60

1,142

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1,01

1,055

1,066

1,023

1,052

0,991

0,996

1,049

0,997

1,006

1,079

1,01

1,012

59

0,963

1,007

0,961

0,964

1,007

0,982

0,986

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1,006

1,008

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58

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0,901

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56

0,887

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0,987

54

1,135

1,03

0,983

1,038

1,03

0,974

1,03

1,015

0,939

1,092

1,016

0,957

1,09

1,041

1,056

53

1,087

1,669

0,95

1,063

1,669

0,958

0,97

1,052

0,958

0,984

0,962

0,936

1,041

0,93

0,967

52

0,996

0,925

1,014

0,974

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1,014

1,033

0,836

1

0,936

0,947

0,944

0,809

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50

1,01

0,976

1,008

0,98

0,976

0,993

0,974

0,906

0,977

0,977

1,037

1,023

0,974

0,911

0,972

49

0,941

1,02

0,953

0,999

1,02

0,974

0,966

0,981

0,982

1,019

0,96

1,015

0,998

1,007

0,976

47

0,961

0,98

0,925

0,945

0,98

0,99

0,954

0,988

0,911

0,954

0,936

0,953

0,936

0,917

0,941

46

1,092

1,015

1,018

1,037

1,015

0,993

1,185

1,037

1,004

1,107

0,991

1

1,091

1,042

1,025

45

0,962

0,925

0,947

0,969

0,925

1,044

0,989

0,945

0,993

1,02

0,908

1,019

1,042

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44

1,021

1,029

1,001

0,967

1,029

0,99

1,058

0,967

0,995

1,019

0,961

0,988

0,995

1,026

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43

1,026

0,909

1,001

1,013

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1,054

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0,919

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1,045

0,92

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33

1,005

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0,971

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0,934

1

0,98

0,926

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0,928

1,037

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32

0,997

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1,027

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31

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1,048

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1,047

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28

1,054

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1,034

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1,017

1,045

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1,01

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1

1,014

1,029

1,014

1,04

27

1,096

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1,088

1,018

1,081

1,041

1,079

1,038

1,031

1,04

1,047

1,072

1,118

1,033

1,044

26

1,061

0,975

1,022

0,961

0,989

0,957

1,027

1,08

1,109

0,962

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0,996

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1,012

24

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1,053

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1,002

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1,013

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1,056

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23

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17

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0,97

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1,02

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0,955

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Roselli, L.R.P., de Almeida, A.T. (2020). Improvements in the FITradeoff Decision Support System for Ranking Order Problematic Based in a Behavioral Study with NeuroIS Tools. In: Davis, F.D., Riedl, R., vom Brocke, J., Léger, PM., Randolph, A.B., Fischer, T. (eds) Information Systems and Neuroscience. NeuroIS 2020. Lecture Notes in Information Systems and Organisation, vol 43. Springer, Cham. https://doi.org/10.1007/978-3-030-60073-0_14

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  • DOI: https://doi.org/10.1007/978-3-030-60073-0_14

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