FIELD: physics.
SUBSTANCE: invention relates to search results ranking. Method includes obtaining a user log containing a user search history, receiving a request from the user, providing a user log and an artificial neural network-based encoder first stage request for generating a token-based user log view of the user log and a search query based at least in part on the determination of the relationship between the user log and the search query. Method also includes obtaining a document from a set of documents from a search result associated with a request and providing a token-based user view and a second-stage artificial neural network-based encoder document in order to generate a rating score for the document, at least in part, based on the determination of the relationship between the token-based user view and the document.
EFFECT: enabling generation of user-dependent rating of search results to increase efficiency of ranking systems.
18 cl, 6 dwg
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