Systems and methods for using natural language processing in two way radio communications
A virtual assistant server receives from a network communication device, message data provided by a user operating a first two-way radio via a first channel. Subsequently, the virtual assistant server generates response data to the message data and determines a response channel based on the message data. The virtual assistant server establishes a communication session with a network communication device based on the determined response channel and transmits the response data to the network communication device via the established communication session.
1. A method for natural language processing comprising:
determining, by a virtual assistant server, automatically a selection of one of a plurality of response channels in a two-way radio communication system based on an intent classification of message data received from a network communication device and an intent classification-response channel mapping;
generating, by the virtual assistant server, response data to the received message data;
establishing, by the virtual assistant server, a communication session with the network communication device based on the determined one of the plurality of response channels; and
transmitting, by the virtual assistant server, the generated response data to the network communication device via the established communication session.
2. The method of claim 1 , further comprising:
determining, by a virtual assistant server, a selection of another one of the plurality of response channels in the two-way radio communication system based on an invocation name identified in the message data received from a network communication device;
establishing, by the virtual assistant server, another communication session with the network communication device based on the determined another one of the plurality of response channels; and
transmitting, by the virtual assistant server, generated response data to the network communication device via the established another communication session.
3. The method of claim 1 , further comprising determining, by the virtual assistant server, a selection of another one of the plurality of response channels is based on a message classification of the message data and a message classification-response channel mapping.
4. The method of claim 1 , further comprising determining, by the virtual assistant server, a selection of another one of the plurality of response channels is based on an invocation name identified in the message data and an invocation name-response channel mapping.
5. A virtual assistant server comprising:
a processor; and
a memory coupled to the processor which is configured to be capable of executing programmed instructions stored in the memory to:
determine automatically a selection of one of a plurality of response channels in a two-way radio communication system based on an intent classification of message data received from a network communication device and an intent classification-response channel mapping;
generate response data to the received message data;
establish a communication session with the network communication device based on the determined one of the plurality of response channels; and
transmit, by the virtual assistant server, generated response data to the network communication device via the established communication session.
6. The virtual assistant server of claim 5 , wherein the processor is further configured to be capable of executing programmed instructions comprising and stored in the memory to:
determine a selection of another one of the plurality of response channels in the two-way radio communication system based on an invocation name identified in the message data received from a network communication device;
establish another communication session with the network communication device based on the determined another one of the plurality of response channels; and
transmit generated response data to the network communication device via the established another communication session.
7. The virtual assistant server of claim 5 , wherein the processor is further configured to be capable of executing programmed instructions comprising and stored in the memory to:
determine a selection of another one of the plurality of response channels is based on a message classification of the message data and a message classification-response channel mapping.
8. The virtual assistant server of claim 5 , wherein the processor is further configured to be capable of executing programmed instructions comprising and stored in the memory to:
determine a selection of another one of the plurality of response channels is based on an invocation name identified in the message data and an invocation name-response channel mapping.
9. A non-transitory computer-readable medium having stored thereon instructions which when executed by a processor, causes the processor to:
determine automatically a selection of one of a plurality of response channels in a two-way radio communication system based on an intent classification of message data received from a network communication device and an intent classification-response channel mapping;
generate response data to the received message data;
establish a communication session with the network communication device based on the determined one of the plurality of response channels; and
transmit, by the virtual assistant server, generated response data to the network communication device via the established communication session.
10. The non-transitory computer-readable medium of claim 9 , wherein the types of classifications comprise a message classification or an intent classification.
11. The non-transitory computer-readable medium of claim 10 , wherein the selection of the one of the plurality of response channels is determined from the message classification based on a message classification-response channel mapping.
12. The non-transitory computer-readable medium of claim 9 wherein the stored instructions further comprise instructions to:
determine a selection of another one of the plurality of response channels in the two-way radio communication system based on an invocation name identified in the message data received from a network communication device;
establish another communication session with the network communication device based on the determined another one of the plurality of response channels; and
transmit generated response data to the network communication device via the established another communication session.
13. The non-transitory computer-readable medium of claim 9 , wherein the stored instructions further comprise instructions to determine a selection of another one of the plurality of response channels is based on a message classification of the message data and a message classification-response channel mapping.
14. The non-transitory computer-readable medium of claim 9 , wherein the stored instructions further comprise instructions to determine a selection of another one of the plurality of response channels is based on an invocation name identified in the message data and an invocation name-response channel mapping.