| CPC H04M 3/5233 (2013.01) [H04L 51/04 (2013.01); H04M 3/4365 (2013.01)] | 20 Claims |

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1. A method, comprising:
receiving, by an agent-assistance platform, a first call stream;
identifying, by the agent-assistance platform, a first topic of the first call stream;
outputting, by the agent-assistance platform and using a recommendation model, one or more recommendations associated with the first topic of the first call stream;
determining, by the agent-assistance platform, whether a recommendation, of the one or more recommendations, is selected by an agent for inclusion in the first call stream;
updating, by the agent-assistance platform, the recommendation model with information indicating whether the recommendation is selected for inclusion in the first call stream;
identifying, by the agent-assistance platform, a quantity of times the recommendation was selected for inclusion and clicked;
receiving, by the agent-assistance platform, a second call stream;
identifying, by the agent-assistance platform, a second topic of the second call stream, the first topic being a same as the second topic; and
selectively outputting, by the agent-assistance platform, based on the quantity of times the recommendation was selected for inclusion and clicked, and using the updated recommendation model, the recommendation for the second call stream.
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