We demonstrate how to use financial instruments to produce recommendation mechanisms. We describe how futures and futures options, both relating to the perception of a company or service, can be used to derive accurate recommendations that are seciu-e against abuse. We suggest the notion of economic reductions to attribute a cost to the introduction of bias in the recommendation system. We demonstrate the use of such an approach using a simplified set of assumptions on the behavior of the market.
CITATION STYLE
Jakobsson, M. (2003). Financial instruments in recommendation mechanisms. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 2357, pp. 31–43). Springer Verlag. https://doi.org/10.1007/3-540-36504-4_3
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