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A proposal for an operational methodology to assist the ranking-aggregation problem in manufacturing
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Journal Article
A proposal for an operational methodology to assist the ranking-aggregation problem in manufacturing
2024
Overview
Ranking aggregation is an ancient problem with some characteristic elements: a number of
experts
, who individually rank a set of
objects
according to a certain (subjective)
attribute
, and the need to aggregate the resulting
expert rankings
into a
collective judgment
. Although this problem is traditionally very popular in fields such as
social choice
,
psychometrics
, and
economics
, it can also have several interesting applications in
manufacturing
, e.g., for customer-oriented design, reliability engineering, production management, etc. Through a case study related to a cobot-assisted manual (dis)assembly, the paper illustrates an operational methodology and various useful tools that assist in tackling the problem practically, effectively, and with a critical mind. Some of the proposed tools allow to estimate the degree of
concordance
among experts, and the collective judgment’s
consistency
and
robustness
. The paper is aimed at scientists and practitioners in manufacturing.
Publisher
Springer London,Springer Nature B.V
Subject
