US 12651084 B2 / Jun 9, 2026

Systems and methods for generating context-aware pageranks

System and method for generating context-aware pageranks according to certain embodiments. For example, a method includes: generating a plurality of vector elements of a pagerank vector for a page based on a plurality of search contexts, each vector element of the plurality of vector elements corresponding to a respective search context, each search context of the plurality of search context corresponding to a respective security level of a plurality of security levels; obtaining one or more bleed factors for the plurality of search contexts, each bleed factor of the one or more bleed factors associated with two search contexts of the plurality of search contexts having two adjacent security levels of the plurality of security levels; and adjusting at least one vector element of the plurality of vector elements based on the one or more bleed factors.