Manipulation of individual judgments in the quantitative pairwise comparisons method

November 01, 2022 Β· Declared Dead Β· πŸ› International Journal of Information Technology and Decision Making

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Authors M. Strada, K. KuΕ‚akowski arXiv ID 2211.01809 Category cs.AI: Artificial Intelligence Cross-listed cs.DM Citations 2 Venue International Journal of Information Technology and Decision Making Last Checked 4 months ago
Abstract
Decision-making methods very often use the technique of comparing alternatives in pairs. In this approach, experts are asked to compare different options, and then a quantitative ranking is created from the results obtained. It is commonly believed that experts (decision-makers) are honest in their judgments. In our work, we consider a scenario in which experts are vulnerable to bribery. For this purpose, we define a framework that allows us to determine the intended manipulation and present three algorithms for achieving the intended goal. Analyzing these algorithms may provide clues to help defend against such attacks.
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