4. The system of claim 1 , wherein the pooling parameter is a first pooling parameter, comprising: the natural language processor component to receive, via the interface of the data processing system, data packets comprising a third input audio signal detected by the sensor of the first client computing device, and to parse the third input audio signal to identify a third request and a third trigger keyword corresponding to the third request; the direct action API to generate, based on the third trigger keyword and in response to the third request, a third action data structure with a parameter defining a third action; the pooling component of the data processing system to determine, a second pooling parameter that indicates a level of overlap between the third action data structure and at least one of first action data structure, the second action data structure, and the pooling parameter; and the pooling component of the data processing system to combine, based on the pooling parameter, the third action data structure into the pooled data structure.
1. A system to manage voice activated threads in a voice activated data packet based computer network environment, comprising: a natural language processor component executed by a data processing system to receive, via an interface of the data processing system, data packets comprising a first input audio signal detected by a sensor of a first client computing device; the natural language processor component to parse the first input audio signal to identify a first request and a first trigger keyword corresponding to the first request; a direct action application programming interface (“API”) of the data processing system to generate, based on the first trigger keyword and in response to the first request, a first action data structure with a parameter defining a first action; the natural language processor component to receive, via the interface of the data processing system, data packets comprising a second input audio signal detected by a sensor of a second client computing device, and to parse the second input audio signal to identify a second request and a second trigger keyword corresponding to the second request; the direct action API to generate, based on the second trigger keyword and in response to the second request, a second action data structure with a parameter defining a second action; and a pooling component of the data processing system to: determine, based on a heuristic technique applied to the parameter of the first action data structure and the parameter of the second action data structure, a pooling parameter that indicates a level of overlap between the first action data structure and the second action data structure, the pooling parameter used to generate a pooled data structure that causes a reduction in processor or bandwidth utilization as compared to separate transmissions of the first action data structure and the second action data structure; generate, based on the pooling parameter, the first action data structure, and the second action data structure, the pooled data structure; and transmit, via a computer network, the pooled data structure to a service provider computing device to cause the service provider computing device to perform an operation defined by the pooled data structure and corresponding to the first action and the second action.