Joint consensus evaluation of multiple objects on an ordinal scale: An approach driven by monotonicity.

•We consider the problem of obtaining the consensus evaluation of multiple objects.•Different notions of consensus are analysed.•We propose a method based on the search for monotonicity.•Three real-world data sets illustrate the use of the presented method.