DISTANCE MEASURES IN AGGREGATING PREFERENCE DATA

DISTANCE MEASURES IN AGGREGATING PREFERENCE DATA

The aim of this paper is to present aggregation methods of individual preferences scores by means of distance measures. Three groups of distance measures are discussed: measures  which use preference distributions for all pairs of objects (e.g. Kemeny’s measure, Bogart’s measure), distance measures...

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Main Author: Artur Zaborski
Format: Article
Language:English
Published: Lodz University Press 2014-11-01
Series:Acta Universitatis Lodziensis. Folia Oeconomica
Subjects:
individual preferences, aggregation methods, distance measures, R software
Online Access:https://czasopisma.uni.lodz.pl/foe/article/view/46
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spelling doaj-98374bbba7c04e2197855290b80477442020-11-24T21:54:09ZengLodz University PressActa Universitatis Lodziensis. Folia Oeconomica0208-60182353-76632014-11-013302101DISTANCE MEASURES IN AGGREGATING PREFERENCE DATAArtur ZaborskiThe aim of this paper is to present aggregation methods of individual preferences scores by means of distance measures. Three groups of distance measures are discussed: measures  which use preference distributions for all pairs of objects (e.g. Kemeny’s measure, Bogart’s measure), distance measures based on ranking data (e.g. Spearman distance, Podani distance) and distance measures using permissible transformations to ordinal scale (GDM2 distance). Adequate distance formulas are presented and the aggregation of individual preference by using separate distance measures was carried out with the use of the R program.https://czasopisma.uni.lodz.pl/foe/article/view/46individual preferences, aggregation methods, distance measures, R software
collection DOAJ
language English
format Article
sources DOAJ
author Artur Zaborski
spellingShingle Artur Zaborski
DISTANCE MEASURES IN AGGREGATING PREFERENCE DATA
Acta Universitatis Lodziensis. Folia Oeconomica
individual preferences, aggregation methods, distance measures, R software
author_facet Artur Zaborski
author_sort Artur Zaborski
title DISTANCE MEASURES IN AGGREGATING PREFERENCE DATA
title_short DISTANCE MEASURES IN AGGREGATING PREFERENCE DATA
title_full DISTANCE MEASURES IN AGGREGATING PREFERENCE DATA
title_fullStr DISTANCE MEASURES IN AGGREGATING PREFERENCE DATA
title_full_unstemmed DISTANCE MEASURES IN AGGREGATING PREFERENCE DATA
title_sort distance measures in aggregating preference data
publisher Lodz University Press
series Acta Universitatis Lodziensis. Folia Oeconomica
issn 0208-6018
2353-7663
publishDate 2014-11-01
description The aim of this paper is to present aggregation methods of individual preferences scores by means of distance measures. Three groups of distance measures are discussed: measures  which use preference distributions for all pairs of objects (e.g. Kemeny’s measure, Bogart’s measure), distance measures based on ranking data (e.g. Spearman distance, Podani distance) and distance measures using permissible transformations to ordinal scale (GDM2 distance). Adequate distance formulas are presented and the aggregation of individual preference by using separate distance measures was carried out with the use of the R program.
topic individual preferences, aggregation methods, distance measures, R software
url https://czasopisma.uni.lodz.pl/foe/article/view/46
work_keys_str_mv AT arturzaborski distancemeasuresinaggregatingpreferencedata
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