We consider a model of non-additive Choquet aggregation in group processes, with reference to the context of effort estimation in Project Management. The groups considered are formed by “experts” (people with specific technical competence) and “non-experts” (people with less specific technical competence, usually experts in related fields), so that the typically complementary biases of the two classes contribute to a more balanced estimate. We present two simple examples which illustrate how the Choquet aggregation results improve those of the classical weighted mean (additive case). Finally, we discuss the relation between the average Choquet weights of consensual coalitions of experts and nonexperts and their individual Shapley values.

An MCDM approach to group processes using Choquet integration / Bortot, Silvia; Marques Pereira, Ricardo Alberto. - STAMPA. - 180:(2014), pp. 108-119. [10.1007/978-3-319-07179-4]

An MCDM approach to group processes using Choquet integration

Bortot, Silvia;Marques Pereira, Ricardo Alberto
2014-01-01

Abstract

We consider a model of non-additive Choquet aggregation in group processes, with reference to the context of effort estimation in Project Management. The groups considered are formed by “experts” (people with specific technical competence) and “non-experts” (people with less specific technical competence, usually experts in related fields), so that the typically complementary biases of the two classes contribute to a more balanced estimate. We present two simple examples which illustrate how the Choquet aggregation results improve those of the classical weighted mean (additive case). Finally, we discuss the relation between the average Choquet weights of consensual coalitions of experts and nonexperts and their individual Shapley values.
2014
Group Decision and Negotiation. A Process-Oriented View
Heidelberg
Springer
9783319071787
Bortot, Silvia; Marques Pereira, Ricardo Alberto
An MCDM approach to group processes using Choquet integration / Bortot, Silvia; Marques Pereira, Ricardo Alberto. - STAMPA. - 180:(2014), pp. 108-119. [10.1007/978-3-319-07179-4]
File in questo prodotto:
File Dimensione Formato  
Bortot-MarquesPereira -LNBIP.2014.pdf

Solo gestori archivio

Tipologia: Versione editoriale (Publisher’s layout)
Licenza: Tutti i diritti riservati (All rights reserved)
Dimensione 216.15 kB
Formato Adobe PDF
216.15 kB Adobe PDF   Visualizza/Apri

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11572/98971
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 1
  • ???jsp.display-item.citation.isi??? ND
  • OpenAlex ND
social impact