Flexible negotiation process to adhere to human preferences; A case of work equipment risk assessment

Silvia Carpitella, Antonella Certa, Silvia Carpitella, Joaquín Izquierdo

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

Making structured and reliable decisions on relevant business problems often requires expert assistance. In decision making practice, experts are frequently required to pairwise compare elements to support the decision made. This paper proposes a user-friendly negotiation procedure to establish an effective feedback relation with experts to globally increase the consistency of their pairwise comparisons judgments, where necessary. To this aim, we develop a flexible tool, which makes use of an algebraic consistency-improving algorithm and a sensitivity analysis technique to identify which judgments contribute most to inconsistency. The framework pursues friendliness for the involved decision makers, as they are asked to reconsider only a few a priori judgments, instead of rethinking the entire set of previously elicited comparisons. A real-world case study on risk assessment in industry is implemented to demonstrate the practical applicability of the proposed approach.
Original languageEnglish
Title of host publicationProceedings - 26th ISSAT International Conference on Reliability and Quality in Design, RQD 2021
Pages261-265
Number of pages5
Publication statusPublished - 2021

All Science Journal Classification (ASJC) codes

  • Safety, Risk, Reliability and Quality

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