Systems for Generating Recommendations

One or more computer-readable storage media comprising instructions stored thereon that, responsive to execution by a computing device in a digital medium environment to generate a recommendation, cause operations of the computing device including:

• receiving prior interaction data describing entities and prior interactions of the entities with items;
• processing the prior interaction data by segmenting the entities into a first set and a second set, entities included in the first set having greater numbers of the prior interactions with the items than entities included in the second set;
• generating subset data describing a subset of the entities in the first set, the subset excluding entities having numbers of the prior interactions with the items below a threshold;
• forming a recommendation model based on the subset data;
• receiving current interaction data;
• and
• generating the recommendation for display in a user interface using the recommendation model and the current interaction data.

In a digital medium environment to generate a recommendation, a system comprising:

• one or more processors of a processing system;
• and
• a computer-readable storage medium having instructions stored thereon that, responsive to execution by the processing system, causes the one or more processors to perform operations including:
• receiving prior interaction data describing entities and prior interactions of the entities with items;
• segmenting the entities into a first set and a second set, entities included in the first set having greater numbers of the prior interactions with the items than entities included in the second set;
• generating subset data describing a subset of the entities included in the first set, the subset excluding entities having numbers of the prior interactions with the items below a threshold;
• forming a recommendation model based at least partially on the subset data;
• and
• generating the recommendation for display in a user interface using the recommendation model and current interaction data, the current interaction data describing a current interaction of an entity of the entities with an item of the items.