METHOD AND SYSTEM FOR DETERMINING POSITIONS OF ELEMENTS IN RANKING CONTENT BY RANKING SYSTEM Russian patent published in 2024 - IPC G06F7/24 G06N20/20 

FIELD: computer engineering.

SUBSTANCE: result is achieved due to the fact that during the training phase of the ranking system, a plurality of data sets on previous user interactions with interfaces are obtained; for each data set, the last viewed content element in the interface is determined; determining a score for content items with which the user interacted; determining a loss score for content items with a lower rank than the last viewed content item; then, in the phase of using the ranking system, a set of content items is received; for each content element from the set of content elements, predicted relevance scores are determined; ranking positions of each content element from the set of content elements are determined based on predicted relevance scores.

EFFECT: high accuracy of identifying relevant content elements.

17 cl, 6 dwg