CPC G06F 16/288 (2019.01) [G06F 16/2237 (2019.01); G06F 16/9024 (2019.01)] | 8 Claims |
1. A system, comprising:
a non-transitory memory;
a processor communicatively coupled to the non-transitory memory, wherein the processor is configured to read a set of instructions to:
receive a request for an interface;
generate a set of interface items for inclusion in the interface, wherein the set of interface items is selected at least in part by a graph-based cold-start (GCS) model including a semantic similarity component and a viewed-also-viewed component, and wherein the set of interface items is generated based on a combination of an output of the semantic similarity component and an output of the viewed-also-viewed component, wherein the semantic similarity component is configured to generate a sparse distance matrix and the viewed-also-viewed component is configured to generate a co-viewed weighted sparse matrix, wherein the GCS model is configured to combine the sparse distance matrix and the co-viewed weighted sparse matrix to generate a product graph adjacency matrix;
generate the interface including the set of interface items; and
transmit the interface to a system that generated the request for the interface.
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