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US 12,475,321 B2Granted
Analyzing monitoring system events using natural language processing (NLP)
AssigneeThe ADT Security Corporation
InventorsBhaskar Thadisetty, Patrick Black, Connor Mcnaboe, Gary Friar
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Abstract
A language device is described. A language device includes processing circuitry configured to: determine an urgency level of a message based at least in part on a natural language processing (NLP) model; determine a priority of an event associated with the message based at least in part on the urgency level; and order the message relative to a plurality of other messages in a customer queue based at least in part on the priority of the event associated with the message.
Claims1
A system, comprising:
- at least one processor;
- and
- at least one computer-readable storage medium comprising a plurality of instructions that, when executed by the at least one processor, cause the at least one processor to:
- determine an urgency level for a message by at least inputting data associated with the message into a natural language processing (NLP) model;
- order the message relative to a plurality of other messages in a customer queue based at least in part on the urgency level for the message;
- determine a resolution type based at least in part on the message;
- retrain the NLP model based at least in part on the resolution type;
- determine an alert to be transmitted to a first responder based at least in part on the NLP model;
- determine a plurality of messages associated with the message;
- input the plurality of messages to another NLP model to determine:
- a performance level of an agent associated with at least one of the plurality of messages;
- and
- an effectiveness level of an event disposition;
- determine an NLP model update based on the event disposition;
- input voice data associated with a voice call to the another NLP model to prioritize the voice call, the another NLP model being configured to detect an emotion of a person associated with the voice data;
- and
- cause transmission of the message to at least one agent device of a plurality of agent devices, the at least one agent device being selected based on the NLP model.
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Dependencies are inferred from the claim text.